Ben Franklin Comparison — OMEGA Revenue Engine · SARAH AI Suite

Ben Franklin Comparison

OMEGA Revenue Engine + 25,000 Industry Specific Modules · SARAH AI Suite + 34.7M Enterprise Features · SOPHIA Layer-3 API Hub

Vs.

Rented Martech + 25,000+ Subscriptions + 1.5M APIs & Subscriptions

One Brain, One Memory, One Knowledgebase, Multiple Personalities

Voice, web chat, WhatsApp, and Telegram agents share the same brain, memory, and knowledgebase — orchestrated on infrastructure you control.

Pick hero image — 100 photographic options (3000×2000)

Sovereign Stack

One contract surface · one audit trail · one operator

OMEGA Revenue Engine

Intelligence, enrichment, intent, ABM, paid media, VM Drop, and outcome delivery — 138 native engines.

SARAH AI Suite

Voice, chat, pipeline, booking, support, and portal modules — the operator your team and customers talk to.

SOPHIA Layer-3 API Hub

Banks, airlines, payments, and ERP — production actions through one governed hub.

Fragmented Market

Many vendors · many renewals · many integration projects

Rented Martech

Separate contracts for data, sequences, ads, and attribution — data lives in vendor silos.

25,000+ Subscriptions

Vertical SaaS and niche compliance packs — each its own login and renewal.

1.5M APIs & Subscriptions

Middleware and per-vendor keys — integration surface grows with every new tool.

138OMEGA engines

34.7MSARAH features

25,000Industry modules

1Spine & audit trail

Side by side — architecture and commercial structure

What you deploy on the left versus what you assemble on the right.

Capability	OMEGA · SARAH · SOPHIA	Rented martech + subscriptions
Data ownership	Companies, contacts, and intent in your sovereign store — not a rented export.	Data scattered across vendor silos; sync jobs define what you own.
RevTech depth	Enrichment, sequences, ABM, de-anonymization, and attribution native to OMEGA.	Each capability is a separate product and invoice.
Operator vs chatbot	SARAH composes steps, calls tools, writes to the spine, and follows up.	Most tools answer prompts; humans wire the next system.
Enterprise actions	SOPHIA reaches banks, airlines, and ERP through one governed hub.	Integrations are buyer-built — iPaaS and per-vendor OAuth.
Industry coverage	25,000 industry modules inside SARAH — one operator fabric.	25,000 modules means 25,000 procurement decisions.
Outbound & voice	Sequences, dialer, VM Drop, and SARAH voice on one campaign ledger.	Email, dialer, and voicemail often live in three vendors.
Compliance	Suppression, DNC, consent ledger, RBAC, and audit logs in OMEGA.	Compliance negotiated per vendor; gaps at the seams.
Contract surface	One sovereign stack — fewer renewals, one operational truth.	Contract surface grows with every provider added.

Full platform catalog Glossary OMEGA SARAH SOPHIA

What these names mean

Plain-English definitions for the sovereign stack — use this page in board reviews and procurement workshops.

Term	Plain English
OMEGA Revenue Engine	Your sovereign revenue data and outreach stack — leads, enrichment, sequences, ABM, and campaign delivery on infrastructure you control.
SARAH AI Suite	The customer-facing AI operator — voice, chat, CRM, booking, and workflows that execute the revenue motion end to end.
SOPHIA Layer-3 API Hub	The governed gateway to banks, airlines, payments, and enterprise systems — one audit trail instead of thousands of API keys.
RevTech	Revenue technology — the tools that find prospects, run outreach, and prove pipeline impact.
ABM	Account-based marketing — marketing and sales aligned on named target accounts, not generic lists.
VM Drop	Personalised voicemail — a unique message composed and spoken for each prospect, not one recording blasted to millions.
Layer-2 / Layer-3	Private network inside your estate (L2) versus the single controlled exit to the public Internet (L3).
Sovereign stack	Software and data that run on hardware you own or contract — not rented SaaS silos.
34.7M enterprise features	The connector and capability surface reachable through SOPHIA — banks, airlines, CRM, and regulated APIs behind one hub.
25,000 industry modules	Pre-built vertical workflows — 1,000 app patterns × 25 industries — named and operated as SARAH modules.

Jargon → plain English

Industry jargon	What we mean
iPaaS / middleware glue	Integration platforms you rent to connect Tool A to Tool B — each with its own contract and failure mode.
Waterfall enrichment	Try your own data providers in priority order — pay only when a valid email or phone is found.
De-anonymization	Turn anonymous website visits into known companies and contacts in your store.
Outcome-based delivery	Pay for qualified meetings or SQLs delivered — not for clicks, seats, or activity metrics.
235B floor	Every customer-facing voice and chat turn runs on large-model reasoning — not a cheap chatbot tier.
Portal truth	Live URLs and configuration come from the operator portal — not hardcoded in customer pages.
Absorption	Rebuild a third-party SaaS capability as a native SARAH module on sovereign infrastructure.
Eco System atlas	Recursive map of a company's partners and customers — matched to SARAH and SOPHIA products.
Empire Builder	One-click factory that launches a new brand site, ecosystems, images, and social from a domain + brief.

Admin operators: full technical manual at scale-growth.ai/technical-guide · Updated 2026-07-02

Part I — OMEGA Revenue Engine (complete catalog)

Sovereign RevTech — 138 native engines, 20 platform phases, VM Drop, Omega Studio, ecosystem atlases, ABM, and outcome delivery. Replaces rented martech stacks with one operational database.

Platform phases (20)

Phase 1 — Data Foundation & Identity GraphSovereign company/contact store, registry IDs, hierarchy, technographics, ingestion, identity resolution, credit scoring, change tracking, entity-match API.

Phase 2 — Search & List BuildingAdvanced search, saved searches, dynamic lists, ICP builder, natural-language search, TAM/lookalike, buying-committee mapping, vertical list templates, list manager.

Phase 3 — Waterfall EnrichmentWaterfall orchestration, email/phone finders, provider marketplace, enrichment runner, CRM enrichment, form enrichment, decay monitor, credit metering.

Phase 4 — Verification & Data QualityEmail verification, phone validation, accuracy guarantee, dedupe/merge, data health center, continuous re-verification, address hygiene, research-on-demand.

Phase 5 — Intent & SignalsBuyer-intent engine, trigger-event detector, tender/award signals, buy-readiness model, real-time alerts, signal-to-workflow triggers.

Phase 6 — Website De-anonymizationSuperPixel tracking, reverse-IP to company, person-level resolution, IP-household scoring, account activity timeline, audience sync to ad platforms.

Phase 7 — Sales Engagement / OutreachMultichannel sequences, AI personalisation, email warm-up, dialer, LinkedIn safe-mode, conversation intelligence, unified inbox, A/B variants, meeting scheduler.

Phase 8 — AI Agents & OrchestrationInbound routing, data orchestration (spreadsheet), AI research agents, NL workflow builder, conditional/fallback columns, format/clean toolkit, outbound/inbound/ops agents.

Phase 9 — ABM & Account IntelligenceAccount scoring, buying-group intelligence, account plans, stakeholder maps, engagement scoring, expansion signals, partner overlap.

Phase 10 — Integrations, API & ExtensionREST API, webhooks, CRM sync, reverse-ETL, browser extension wire, warehouse connectors, OAuth apps, SDK surfaces.

Phase 11 — List Products & Data LicensingLicensed list exports, compliance-scrubbed datasets, industry packs, refresh subscriptions, API metering for data products.

Phase 12 — Compliance & TrustGDPR/CCPA tooling, suppression lists, consent ledger, DNC screening, audit trails, RBAC, data retention policies, clean-room joins.

Phase 13 — Platform, Billing & AnalyticsAccount billing, credit wallets, usage dashboards, team management, SSO/SAML, workspace settings, platform analytics.

Phase 14 — Email Sending InfrastructureDedicated sending domains, SPF/DKIM/DMARC monitoring, reputation pools, bounce handling, deliverability dashboards, warm-up automation.

Phase 15 — Data-Collection InfrastructureSovereign scraping moat, registry crawlers, technographic probes, job-change detection, funding/M&A ingestion, tender monitors.

Phase 16 — AI SDR & Voice AgentsSARAH/SOPHIA plug-in for outbound voice, AI SDR sequences, voicemail drop, live coach, IVR builder, call recording + transcription.

Phase 17 — Outcome-Based Lead DeliverySGA business model — pay for qualified meetings, SQL/EQL delivery, campaign fulfillment ledger, client reporting, Bob payment workflow.

Phase 18 — RevTech Absorption (Round 1)Creative, paid media, brand kit, ad compliance, CTV/programmatic, conversational checkout, WhatsApp Business API, server-side conversion API.

Phase 19 — RevTech Absorption (Round 2)Attribution (6 models), MMM, SEO agent, landing-page generator, DAM, mobile measurement, UGC marketplace, first-party click tracker.

Phase 20 — RevTech Absorption (Round 3)Sales enablement, CPQ, e-sign, KYC, sales tax, forecasting, customer health, NPS/surveys, loyalty, affiliate, pricing intelligence.

Operational engines (138)

Engine	Description
Company & Contact Store	The unified sovereign data store — companies, contacts, locations with firmographics, multi-region registry IDs and provenance.
Company Hierarchy	Parent / subsidiary / branch group-structure modelling across the corporate tree.
Multi-Region Entity Linkage	Official-registry identifiers — ABN, NZBN, Companies House, DUNS, EIN, SIREN, VAT — indexed for registry matching.
Technographic Engine	Detects the technology stack behind any domain — CMS, ecommerce, analytics, frameworks, CDN, hosting, security.
Ingestion Pipeline	Source-agnostic ingestion — normalises arbitrary feeds to the schema, dedupes on domain / work-email, logs every source.
Identity Resolution	Resolves people across emails, phones, LinkedIn and devices to one canonical identity; atomic collision-merge.
Credit-Risk Scoring	Sovereign 0-100 credit score, A-D band and risk level from financial statements and registered charges.
Change Tracking	Automatic change detection — headcount, firmographic, hierarchy and job-change events recorded to the historical change log.
Data Freshness Scheduler	Rolling re-crawl scheduler — flags records past their freshness policy, queues them, and takes versioned dataset snapshots.
Entity-Match API	Resolves partial company info — domain, registry id or fuzzy name — to a stored company with a match method and confidence.
Advanced Search	Multi-filter search across companies, contacts and consumers — 65 whitelisted, injection-safe filters.
Saved Searches & Dynamic Lists	Named saved searches and dynamic lists that auto-refresh — re-running the filters so the list stays current as new records arrive.
ICP Builder & Market Profiler	Weighted Ideal-Customer-Profile scoring (0-100 fit, A-D band) per company, plus a market profiler over the company store.
AI Natural-Language Search	Plain-English market queries translated to structured filters and run — sovereign rules parser, optional US-3 vLLM upgrade path.
TAM / Lookalike / Expansion	Sizes the total addressable market for an ICP, shows expansion headroom per relaxed criterion, and finds lookalike companies from a seed set.
Buying-Committee Mapping	Classifies a company’s contacts into buying-committee roles (decision-maker / champion / influencer / gatekeeper / user) and recommends who to contact by reach score.
Vertical List Templates	A shipped catalog of 14 industry-pack list templates — named, vertical-tagged filter sets runnable in one click.
List Manager	Named static lists — build from search, segment by filter, dedupe, and export to CSV.
Waterfall Orchestration	Runs sovereign enrichment providers in priority order — first hit wins, fallthrough on miss, every attempt logged.
Email Finder	Finds the best work email over the waterfall (8 sovereign pattern providers), lists candidates + personal guesses, enriches contacts.
Phone Finder	Finds mobile / direct-dial via sovereign lookups — contact store, identity graph, matched consumer record — over the waterfall.
Provider Marketplace	A metered catalog of Omega’s own sovereign capabilities — invoked through one interface, billed under one account. No 3rd-party vendor APIs.
Enrichment Runner	Unified enrichment in three modes — single contact, bulk (list-driven), and stateless API — over the email + phone finders.
CRM Enrichment	Keeps CRM contacts complete — instant on-demand enrichment and a scheduled batch pass over incomplete records.
Inbound Form Enrichment	Resolves a web-form submission in real time — derives the work domain, matches/creates the company and contact, flags free-email leads.
Data-Decay Monitor	Scores each contact’s data decay (job changes, staleness) and queues high-decay contacts for re-enrichment.
Credit Metering	Pay-per-valid-result — a metered enrichment charges a credit only when a result is found; misses are free. Atomic balance + transaction ledger.
Email Verification	Sovereign multi-point email verification — syntax, MX, disposable-domain, role-account and free-domain checks with a 0-100 deliverability score.
Phone Validation	E.164 normalisation, country + line-type detection, DNC-registry screening and name-ownership cross-check.
Accuracy Guarantee / Credit-Back	Bad data reported (bounce, wrong number) auto-refunds the credit charged for it, capped at what the account paid — with an accuracy report.
Dedupe / Merge Engine	Detects duplicate companies (fuzzy name + country), merges the most-complete survivor, fills its NULLs, repoints references, logs the merge.
Data Health Center	Field-coverage, gap detection and staleness across the store rolled into an overall health score with versioned snapshots.
Continuous Re-verification	Re-verifies aging contact data — finds stale / unverified emails and re-runs verification to keep statuses fresh.
Research-on-Demand Queue	Custom data requests the platform cannot auto-source go to a human researcher: queued → in-progress → fulfilled / rejected.
Address Hygiene / Suppression	Postal-address standardisation, a do-not-contact suppression list with scrub, and change-of-address (NCOA) tracking.
Buyer-Intent Engine	Records intent events against a topic taxonomy and computes per-company windowed intent scores with surge detection.
Trigger-Event Detector	Surfaces growth triggers — hiring and leadership-change auto-derived from the change log; funding / M&A / expansion recorded externally.
Tender / Award Signals	Captures tenders won, contract wins, awards and grants, and feeds them into the trigger surface with signal strength.
Buy-Readiness Model	Aggregates intent and trigger / award signals into a per-company 0-100 buy-readiness score and buying stage (cold → hot).
Real-Time Signal Alerts	Alert rules evaluate the signal layer (intent surge, triggers, buy-readiness) and emit in-app / email / slack alerts.
Signal-to-Workflow Triggers	Closes the signal→action loop — a fired signal auto-runs a workflow: add the company to a list or raise a follow-up task.
SuperPixel — Website Tracking	First-party JS site tag: registers a customer site, issues an opx_ key, and collects visitor hits (IP, page, referrer, UA, session).
Reverse-IP → Company	CIDR→company table with GiST containment, longest-prefix winner, and idempotent back-fill of pixel-hit visitor identity.
Person-Level Visitor Resolution	Resolves a pixel session to a contact via additive rules: token-borne ?lt= (95), email-param ?em= (90), UA+IP echo of prior resolutions (65).
IP-Household Scoring	Classifies each visitor IP into corporate / single-person / shared / transient / unresolved with a 0-100 coherence score — no cookies.
Account Activity Timeline	Chronological touchpoint feed per company — web visits + ad landings + content + triggers + awards + intent surges; idempotent dedup ingest.
Audience Sync — Meta / Google / LinkedIn	Defines an audience (contacts or companies) and emits platform-native SHA-256-hashed email files for upload to each ad platform.
Multichannel Sequence Builder	Sequences of ordered steps across email / linkedin / call / sms / whatsapp with day-offset delays; enrolment, tick scheduler, lifecycle.
AI Personalisation (Merge + LLM)	Three-kind token engine — built-in field merges, computed-SQL tokens, and LLM-generated lines (Qwen3-8B with deterministic fallback).
Email Warm-up + Deliverability	Per-mailbox daily ramp, rolling 7-day reputation scoring, three auto-pause guardrails (bounce>5% / spam>0.5% / rep<70).
Dialer + Cold-Calling	Outbound queue with 4 dialing modes, priority + SKIP-LOCKED dispatch, 9 dispositions; DNC stops sequences, qualified flips to replied.
LinkedIn Safe-Mode (channel handler)	6 action kinds with per-kind daily caps + 60s jitter; paused/restricted refusal; drains sequence_event linkedin channel into action log.
Conversation Intelligence	Per-call AI summary + sentiment + objection/next-step extraction + talk-ratio + topics; configurable coaching rubrics → A-F grades.
Unified Multichannel Inbox	One thread per (account, contact) interleaving email / linkedin / call / sms / whatsapp messages; mark-read, snooze, close lifecycle.
A/B Variants + Playbooks + Prioritised Tasks	Deterministic hash-weighted A/B variant picker, playbook = sequence + segment filter, 3-source UNION task queue across sequence/li/call.
Meeting Scheduler	Per-host timezone + working hours + slot/buffer/cap/advance-notice; free-slot derivation and atomically-validated booking ledger.
Inbound Routing + Nurture	Priority-ordered JSONB rules; three actions (enrol-sequence, nurture, assign-rep); first-match wins; idempotent process loop.
Data Orchestration (Spreadsheet)	Clay-style rows × typed columns (field / static / formula / llm) over company/contact/generic entities; safe-eval formulas + LLM fallback.
AI Research Agents (Claygent)	Autonomous research over 6 sovereign surfaces (company/intent/trigger/award/tech/timeline); per-agent dimensions + LLM summary + fallback.
NL Workflow Builder (Sculptor)	Plain English → JSONB step list (filter/score/action); 12 country + 9 seniority aliases + industry/employee/action verbs; 3 terminal actions.
Conditional / Branching / Fallback	Extends data orchestration with conditional (first-truthy branch wins) and fallback (first non-empty source wins) column kinds.
Format & Clean Toolkit	8 pure cleaners (email/phone/name/title/url/domain/dedupe/concat) + ai_clean with LLM fallback; E.164 phones, audit-logged batch mode.
Outbound Agent (Signal-Driven)	Watches intent/trigger/award/buy-readiness; composes 4-action chain (enrol/call/research/list) per matched company; idempotent re-runs.
Inbound Agent (Intent-Response)	Watches pixel-high-intent / pixel-repeat / inbound-reply / form-fill; 3-action chain per contact (assign/enrol/list); idempotent re-runs.
Ops Agent (CRM Maintenance)	7 maintenance job kinds wrap dedupe/hygiene/data-health/decay/reverify/verify-email/verify-phone engines; subprocess-dispatched with timeout.
HTTP Action Column	Generic outbound HTTP cells with {Col} URL/body interpolation + JSON-path extract; 5s timeout; non-2xx → cell failed with status captured.
Web Scraper (Clay / Wiza)	5 target kinds, regex selectors with first-capture extraction, URL interpolation, custom headers, raw excerpt; mockable for tests.
Account Scoring + Prioritisation	3-pillar composite: fit (ICP) × intent (signals) × engagement (activity); 0-100 total → 1-5 priority tier; idempotent re-score.
ABM Ad Orchestration	Multi-platform campaigns with tier/list/icp target resolution, per-day impression ledger, conversion loop from pixel/sequence/booking surfaces.
Revenue Attribution (5 Models)	Per-deal split across pixel/ad/sequence/call touches under first / last / linear / time-decay / u-shaped models; idempotent recompute.
Account Context Cards	Markdown brief per company composed from 8 surfaces (firmographics + score + intent + triggers + awards + tech + activity + sequences).
CRM Connectors (5 providers)	Single adapter behind Salesforce, HubSpot, Pipedrive, Dynamics, Zoho; provider-specific shapes for endpoint, auth, wrap, field renames.
Sales-Engagement Connectors (4)	Push prospects into Outreach / Salesloft / Instantly / Smartlead with each provider's JSON:API / batch / URL-slot payload shape.
Chrome Extension + Ingest	Manifest-v3 extension scrapes LinkedIn / Sales Nav profile DOM + relays to ingest endpoint; idempotent contact upsert on linkedin_url.
Public REST API + Webhooks	4 endpoints (search/enrich/verify/intent) under per-token scoped auth; 5 webhook events with HMAC-SHA256 signed deliveries.
MCP Server (stdio JSON-RPC)	Sovereign Model Context Protocol stdio server; 4 tools wrapping the public API; auth via OMEGA_API_TOKEN env; --emit-config for Claude.
Warehouse Destinations + Reverse-ETL	Snowflake CSV+COPY / BigQuery NDJSON+bq load / Databricks CSV+dbutils export with per-provider manifest; reverse-ETL upserts contacts/companies.
iPaaS Connectors (Zapier/Make/n8n)	3-platform install + 3 polling triggers (new-contact/new-deal/intent-surge) with µs-precision cursors; native manifests for each platform.
AI Creative Generation (image/video/UGC/avatar)	Creative briefs → multi-variant renders for image/video/UGC/avatar across FB/IG/TikTok/Google formats; quality-scored variants per brief.
Multi-channel Ad Bulk-Launch	Native ads-manager UI for Meta/TikTok/Google/Snap/Pinterest/Taboola; bulk launch jobs with per-campaign/ad-set/ad record + outcome counters.
Bulk Rules Engine (paid-media autonomy)	Pause-low-ROAS · scale-winners · CPA alerts · budget caps · ad-fatigue rotation with per-rule fire ledger and JSON action payloads.
Competitor Ad Library + Popularity Index	Index every competitor ad seen across platforms with dedupe + times-seen counters; popularity_index() ranks per industry+platform.
Brand-Kit Memory Layer	Per-account brand profiles (logos, palette, typography, voice_tone, taglines, do_not_say); brand_check() blocks creative with forbidden phrases.
Reverse-ETL (warehouse → 250+ destinations)	Define syncs from any omega.* source table to destination/dest_object pairs with column_map + natural_key + cadence; run with CDC high-water tracking.
Identity-Resolution Waterfall	Ordered tiers (deterministic + probabilistic) with rule JSON + per-tier confidence; waterfall_match returns FIRST tier that matches.
AI Decisioning (UCB1 multi-armed bandit)	Per-policy arms (channel × message) with pulls/rewards counters; choose_arm() runs UCB1, record_reward backfills the last event.
Match Booster (cookieless audience onboarding)	Per-destination audience sync (Meta/Google/TikTok/LinkedIn/CTV) with submitted/matched counters per identifier_kind; +12% identity lift.
Visual Journey Canvas (splits + holdouts)	Per-account journeys with entry_filter + holdout_pct (deterministic by contact-hash); steps email/sms/whatsapp/call/wait/split/webhook/exit.
Direct Mail (verified addresses)	Per-country postcode regex verify (AU/US/GB/CA/NZ/DE/FR) with deliverable={yes,no,vacant,pobox,unknown}; send + cost ledger.
CTV / Programmatic Video	Per-campaign CTV with target_account_ids[] + target_contact_ids[]; impression ledger with device_kind + completion_pct + cost.
Conversational Checkout (chat → pay)	Per-session cart + subtotal + pay-link generation; capture_payment flips session to paid; channels whatsapp/sms/email/rcs/instagram.
WhatsApp Business API native	Multi-number routing pool (green/yellow/red quality tiers) with per-day caps; template library (utility/marketing/auth) with interactive buttons.
IVR Builder + Call Recording + Transcription	Drag-and-drop inbound voice tree (ivr_tree + ivr_node + ivr_call_log); menu/transfer/voicemail/hangup actions; per-call recording + STT.
Server-Side Conversion API Gateway	Normalised wire (first-party pixel) → Meta CAPI / Google Enhanced Conv / TikTok Events / Pinterest CAPI / Snap CAPI / LinkedIn Insight / Axon Pixel with sha256 PII hashing + per-dest dispatch ledger.
Approval Workflows + RBAC + Audit Log	Per-workflow required_role + risk_kind; rbac grants honour revoke; every decide() entry written to immutable ops_audit_log.
SEO Agent (audit + content + Core Web Vitals + rank)	Per-page heuristic_audit covers title length, meta_desc, h1 count, LCP/CLS/INP, schema, broken links; suggested_fix per issue; rank tracker.
Landing-Page Generator + A/B CRO	Per-slug pages with brand_kit binding; multi-variant diffs; A/B tests pick winner by conversion rate (≥min_visitors gate).
DAM + Smart Tagging + Ad-Compliance Audit (37 rules)	Content-hash dedupe asset index; auto_tag with confidence; compliance_check runs 37 Meta/Google/TikTok policy rules → pass/warn/fail.
Mobile Measurement Partner (MMP)	Per-app install attribution with deferred-deep-link · postback chain · fraud-score heuristic (<5s install + suspicious MAID).
Conversation Intelligence + Live Coach	10-intent regex classifier on call transcripts + objection-library pattern match → whisper-coach signal with rebuttal markdown.
UGC Creator Marketplace	Per-platform creator index w/ niches/countries/engagement; brief + invite + submit + approve + pay + perf tracker + ROAS.
First-Party Click Tracker	Server-side click_id mint w/ UTM passthrough + bot-fraud score (no-UA, ua-bot-string, no-referrer-paid) + conversion ledger.
Real-time Event Streaming Bus	Sovereign streaming = topic + append-only events + per-consumer cursor + replay + LISTEN/NOTIFY for sub-second wakeup.
Marketing Mix Model (MMM)	Per-channel Hill saturation fit (alpha × beta × half_sat) via closed-form grid + 200-step gradient walk for budget reallocation.
Multi-Touch Attribution (6 models)	first / last / linear / U / W / time-decay / data-driven — credit_cents sum balances to deal value across every touch in the contact journey.
Visitor Reverse-IP De-anonymization	CIDR → company_id map; per-session aggregator stamps matched company on every pageview; alert ledger for sales triggers.
Conversational Web Chat → Qualified Booking	Chat session w/ visitor + agent messages; BANT-style 4-signal tally; ≥3 signals → qualified + booking URL minted.
Per-Prospect Personalized Video	pv_template with {{vars}}; render queue + open/play/complete events per render; vars substituted into final_script before render.
Sales Gifting Orchestration	Per-sku catalog with eligible_countries + budget gating; opt-in flow (sent → yes/no) → ship (with tracking) → delivered.
Per-Account Web Personalization	Per-page variant catalog with target_filter JSON; pick_variant returns highest-priority match + falls back to default {}.
Buying-Group / Decision-Committee Scoring	7 role weights (economic_buyer 1.0 … blocker -0.5); composite = Σ(role × influence × engagement) + risk flags.
PR / Media Monitoring as Intent	Per-mention ingest with sentiment + topic tag (funding/hiring/m&a/breach/layoffs); boost = base × topic_mult × sentiment.
Forecasting + Pipeline Accuracy	Per-period deals with stage/win_prob/value; snapshot computes pipeline + weighted + won; <80% target → forecast_alert fires.
Customer Health Scoring + Churn Prediction	Composite = 0.35 × usage + 0.25 × sentiment + 0.20 × support + 0.20 × payment; bucket low/medium/high/critical + per-axis risk reasons.
Email Warm-Up + Reputation Pool	Per-sender daily_send_cap with auto reset; canary checks score warmth (inbox-rate 30d window); >50% spam-folder dominance → blocked tier.
Browser-Extension Lead Extraction Wire	Server-side normaliser: linkedin_capture payload → contact + company rows + email-format heuristic guess with confidence.
AI SDR Email Coach	Sentiment + CTA-strength scoring + weak-CTA auto-rewrite ("hop on a call" → "book a call") + response-prediction.
Inbox Triage + Reply Classification	7-category regex classifier (OOO / book-meeting / interested / not-interested / forward / wrong-person / later) with routed_to.
Lakehouse Query Layer (Iceberg/Starburst/Onehouse)	lakehouse_table_registry + lakehouse_view (materialized opt) + lakehouse_query_log with rows/bytes/duration/cache-hit metrics.
E-Signature Automation	esign_template + esign_envelope w/ {{vars}} render + esign_recipient (multi-signer order) + esign_event ledger (sent/viewed/signed). Auto-flips status to signed when all recipients signed.
Identity Verification / KYC	kyc_check w/ 5 providers · kyc_doc multi-kind (passport/ID/utility/selfie/registration) · kyc_decision with risk_flags[] + verdict.
CPQ — Config / Price / Quote	cpq_product + cpq_price_rule (volume_tier/contract_term/promo) + cpq_quote/quote_line auto-apply rules. Volume tiers discount % at thresholds.
Sales Enablement + Content Tracking	enablement_asset (8 kinds) w/ persona/industry/stage tags · asset_share token-gated · asset_view per-view + completion % engagement scoring.
Buyer-Intent Marketplace Ingest	intent_market_provider (9 sources) + intent_market_topic per provider + intent_market_surge per company. top_surges() ranks by score over window.
Partner Co-Customer Discovery	partner_account (6 kinds) + partner_overlap (5 relations dedupe) + partner_introduction request workflow. co_customer_count per partner.
Sales-Tax Automation	tax_jurisdiction + tax_rate (gst/vat/sales/use/digital-services) + tax_calculation. calculate_tax(country, region, product_class) sums rates.
Email Reputation + SPF/DKIM/DMARC Drift	email_domain_health w/ SPF regex parser (pass/soft_fail/fail/invalid), DMARC p= extract; email_reputation_snapshot composite (Postmaster + Talos + RBL).
Cold-Call Routing (sovereign — FreeSWITCH)	call_route w/ 6 target_kinds (sip_extension/external_pstn/queue/voicemail/voicebot_ext/dialplan) + call_attempt w/ 10 dispositions.
Lead-Magnet Landing Pages + Progressive Profiling	magnet_page (10 kinds) w/ progressive_fields[] tracker; magnet_capture computes completion_pct vs total fields per visit.
Webinar Funnel + Attendance Scoring	webinar (7 platforms) + webinar_registrant w/ attended_min + questions_asked + polls_answered → composite attendance_score.
Survey + NPS → Profile Enrichment	survey (7 kinds: nps/csat/ces/etc) + survey_response auto-classifies promoter/passive/detractor + sentiment scoring on free_text.
Customer Reference / Case-Study Automation	customer_reference w/ opt_in_status + cooldown_days + multi-tag (use_cases/industries/sizes); find_references narrows by criteria + respects cooldown. reference_request audit trail.
Affiliate Program Management	affiliate_program w/ commission_pct + cookie_days; affiliate per-handle referral_code; affiliate_conversion auto-computes commission_cents.
Loyalty + Referral Engine	loyalty_program w/ point_per_dollar + redeem_rate; loyalty_account w/ referred_by; loyalty_event ledger; earn/redeem/referral_success.
Cross-Platform Notes / Transcription Unifier	meeting_recording (8 sources: Otter/Fathom/Read.ai/Grain/Fireflies/etc); extract_action_items uses verb-cue regex; meeting_topic tagging.
Sales Engagement Deep-Integration	sales_engagement_connection (7 platforms) + sales_engagement_sequence per remote_id + sales_engagement_push w/ status (queued/sent/dup/rejected/failed) + push_outcomes() aggregation.
Pricing Intelligence (competitor SaaS scrape + alert)	pricing_target per vendor/product; pricing_snapshot per-pull plans[] + sha256 dedupe; auto pricing_alert on price_drop/increase/plan_added/removed.
Data Clean-Room / Privacy-Safe Joins	clean_room w/ matching_keys[] + min_match_threshold (k-anonymity); run_join refuses to disclose if overlap < threshold; pre-hashed wire.

OMEGA VM Drop

Unique ~50-second voicemail per prospect — script, sovereign voice render, dual-leg delivery, YES-SMS callback gate.

Per-lead script composition — Every prospect gets a unique script — first name, company name, industry-specific pain line, region/state localisation, and optional campaign brief. No shared blast recording.
25 industry verticals — Pain-matched templates across the SGA industry catalog — call centres, agencies, SaaS, healthcare, hospitality, finance, and 19 more. Category auto-matched from lead metadata.
50-second engineering — Scripts validated to ~130 words max and ~50 seconds spoken. Rejected if over cap — engineered for real voicemail boxes, not generic robocall blasts.
Sovereign XTTS render — Each script rendered to a unique WAV via native SARAH voice (XTTS) — multilingual voices selected by contact region and language.
Dual-leg VM delivery — Parallel PSTN originate through SARAH Switch — Leg-A dropped at 4 seconds to traverse mailbox greeting; Leg-B carries the personalised audio into the recording path.
Compliance window — Mon–Fri 09:00–17:00 in the contact's local timezone — US, CA, UK, AU, NZ, EU, GCC. Out-of-window leads are logged and skipped, never dialed.
YES SMS callback gate — Voicemail CTA asks the prospect to reply YES. Inbound YES routes to a callback queue — a senior advisor places a manual confirmation call. Only high-intent responders reach a human.
Campaign ledger — Full per-lead state machine — pending → script_ready → tts_ready → vm_played → callback_queued. Immutable event log and daily operational reports.
OMEGA data integration — Leads import from OMEGA lists and enrichment. VM outcomes and YES replies feed the campaign fulfillment ledger and outcome-based delivery model.
Fleet operations — Autopilot daemon, live status report, YES handler service (:8150), and enforced US3 fleet policy — `/opt/idesks/omega-vm-drop/`.

Omega Studio

URL → Psychographic Analysis — Enter any business URL — SARAH reads the site and builds a sovereign market plan on qwen3:235b.
Market Plan — Positioning, key messages, recommended channels, quick wins, and budget guidance.
OCEAN Persona Segmentation — Up to three personality-driven audience personas with demographics, motivations, objections, and emotional triggers.
Creative Suite — Per-persona ad hooks, Meta/Google/TikTok copy blocks, and platform-specific creative variants.
Video Script Generator — Multi-scene video scripts with visual direction, SARAH voiceover lines, on-screen text, and CTA.
SARAH-Voiced Video Render — Native-voice MP4 render in 12 languages — multi-scene output with download link.
Image Concept Briefs — Render-ready image prompts with aspect ratio, negative prompts, and one-click SARAH image generation.
LinkedIn Publishing — Multi-account operator slots — connect OAuth, compose from hooks, post directly to LinkedIn from Omega Studio.
Social Planner Integration — Uses /admin/api/social-planner for LinkedIn OAuth and publish — wired to portal Social Planner module.
Sovereign Data Boundary — Phase 1 creative suite — no client data leaves owned infrastructure; 16-bit owned stack.
Admin path — /admin/omega-studio/ — API at /admin/api/omega-studio/ (analyze, creative, video, image).

Eco System Page Generator

Recursive Ecosystem Crawl — Punch in a company URL — SARAH crawls partners + customers recursively (and their partners), direct and indirect.
SARAH + SOPHIA Match-Making — Every entity mapped to relevant SARAH AI Suite products and SOPHIA Layer-3 connector categories.
Dual Atlas Views — Published atlases grouped by SARAH solution and by industry + full connector list.
Bulk Crawl + Extraction — Server-side sovereign engine — Qwen3-8B/32B for crawl/extract; off-peak Qwen3-235B synthesis for gita-1140 depth.
Live Generation — Qwen3-235B (chat/web brain) runs generation; voice-idle gating for heavy synthesis passes.
Published Output — Full inline atlas at /eco-system/{slug}/ — multi-hundred to multi-thousand page atlases.
Candidate Registry — list-eco API — browse all generated atlases from admin UI.
Example Atlases — OMEGA martech ecosystem atlas (~803 entities, ~682 pages), BroadVision ZA (751 entities, 1,341 pages), C-Mox, GITA-class volumes.
Drive Volume Export — Deep-research volumes exportable to Google Docs for sales walk-ins and partner decks.
Admin path — /admin/eco-system-page-generator/ — API: /admin/api/insights/generate-eco, eco-status, list-eco.

Customer Insights Page Generator

Bulk URL Intake — Paste up to 100 company URLs (one per line or CSV) for sovereign deep-dive.
Requirement-Matched Fit Pages — Tailored page per company: what they do, which SARAH/SOPHIA product fits, operational enhancements delivered.
Published Output — Sales-ready pages at /customer-insights-page-generator/{slug}/.
Ecosystem Candidate Pick — Companies discovered during ecosystem mapping — search, filter, one-click Customer Insights generation.
Deep-Dive Pipeline — Crawl + match-making on Qwen3-8B/32B; Qwen3-235B for tailored insight synthesis.
On-Demand Generation — Customer Insights button per row — generates and publishes page on demand.
Generated Page Registry — list-insights API — browse all published insight pages.
Sales Walk-In Ready — Designed for field teams to open a published URL and walk a C-level through sovereign fit.
Admin path — /admin/customer-insights-page-generator/ — API: /admin/api/insights/generate-insight, list-insights, list-candidates.

ABM Engine (104 features)

104 Live Features — Full ABM engine — The Trade Desk + AdRoll + Propensity + 6sense + Demandbase absorbed; 100% shipped.
Account Intelligence — ICP fit scoring, intent-weighted score, engagement scoring, priority tiers, in-market stage, buying committee map.
Intent & Signals — Bombora-style surges, syndicated intent audiences, G2/review-site intent, deanonymization, voice-call intent capture.
Programmatic DSP — Open-web, CTV, audio, DOOH, B2B-native IP bidding, retail media, UID2/EUID, AI bid optimization.
ABM Activation — Tier-based targeting, named account lists, multi-platform orchestration (Meta/Google/LinkedIn), content syndication.
Attribution — Account-level reporting, pipeline influenced, multi-touch models, CRM sync, executive scorecard.
Omega Phase 9 Integration — Wired to omega.account_score, omega.abm_campaign, abm_ads.py materialisation and reporting.
8-Region Factory — One ABM config clones to US, CA, UK, EU, AU, NZ, GCC, SL.
Admin path — /admin/abm/ — workspace, feature catalog, user guide; links to Omega Phase 9.

Empire Builder

One-Click URL Kit — Client gives domain + CloudFlare key + short mission — 47 phases auto-run without re-prompting.
Drive + ICP Sheet — Auto-spin Google Drive folder and ICP Google Sheet.
Competitor Pass — Automated competitor analysis and positioning.
Product Spec — Generated product specification from mission brief.
100 Ecosystem Atlases — Bulk ecosystem mapping for the new brand.
1,000 Image Campaign — Full visual campaign generation for launch shockwave.
100 LinkedIn Posts — Pre-written LinkedIn content wave for social launch.
Email / X / Video / Press — Multi-channel launch assets in one pipeline.
Pitch Deck + Compliance — Sales kit and compliance pack generated alongside site.
Live Site + Analytics — URL kit goes live; analytics wired; 3 Eagles report to Drive.
SARAH Voice Add-On — Voice surface optional after site is live.
Test Reference — omegarevenueengine.com factory test run.
Admin path — /admin/empire-builder/ — API at /admin/api/empire-builder/.

OMEGA Demand-Side Marketplace

Campaign Wizard — OMEGA demand-side marketplace for IT demand gen — buyer configures campaign requirements.
Supplier Matching — Match campaign to OMEGA fulfillment capacity and vendor ecosystem.
Book Bob Samuels — Integrated booking for campaign kickoff with Scale Growth leadership.
Approve & Launch — Alpha2Omega QA workflow — approve campaign spec and launch OMEGA fulfillment.
VAR + Buyer Portal — Channel partners and enterprise buyers share one OMEGA marketplace surface.
Admin path — /admin/techconnectr/ — API at /admin/techconnectr/api/ (legacy URL; OMEGA demand-side marketplace in the guide).

Operator admin portal (58 tools)

Omega Leads — Flagship Platform

Marriott Sri Lanka — 1000 FeaturesEnd-to-end showcase of 1000 SARAH features built for Marriott Sri Lanka — the full hospitality stack, room to revenue. Demo-ready./admin/hospitality/marriott/srilanka/
Omega Leads — All In One PlaceThe operational cockpit for the whole Omega Leads system — live database state, every sovereign engine with how to run it, and all 17 platform modules. The actual portal for the platform./admin/omega-leads-all-in-one-place/
Omega Leads Build TrackerLive status of the Omega Leads platform build — 124 tasks across 17 phases, each tracked through the six-gate standard: built, audited, tested, proven, persisted, backed up. Kept for reference./admin/omega-leads/
Omega Leads (Public)The public-facing Omega Leads landing page — the sovereign B2B data, intelligence, enrichment and outreach platform that powers Scale Growth Advisors.scale-growth.ai/omega-leads

Empire Builder · One-Click URL Kit

Empire Builder — One-Click URL KitClient gives domain + CloudFlare key + short mission. We spin up Drive folder, ICP Google Sheet, competitor pass, product spec, 100 ecosystems, 1000 images, and 100 LinkedIn posts. Test run: omegarevenueengine.com . SARAH voice = add-on after site live./admin/empire-builder/

Intelligence & Atlas Generators

Eco System Page GeneratorPunch in a company URL — SARAH crawls partners + customers recursively (and their partners), match-makes every entity to SARAH + SOPHIA connectors, and publishes full atlases at /eco-system/{slug}/ ./admin/eco-system-page-generator/
Customer Insights Page GeneratorPaste up to 100 company URLs — sovereign deep-dive produces tailored SARAH/SOPHIA fit pages at /customer-insights-page-generator/{slug}/ for sales-ready walk-ins./admin/customer-insights-page-generator/
Omega StudioURL to psychographic Market Plan + Audience Report (OCEAN personas), Creative Suite copy/hooks/scripts, and native-voice video ads — all on sovereign qwen3:235b./admin/omega-studio/
Marketing CMO AIStrategy wizard, brand analyzer, blog & social writers, content ideator, calendar, library, and CMO chat — absorbed from on sovereign qwen3:235b./admin/marketing-cmo/

Website & Pages

Website EditorEdit any page on scale-growth.ai in the rich CMS — content blocks, copy, hero images, CTA buttons, preview before publish./admin/edit
Order Processing WorkflowThree sales pipelines — Hosted, Outright, Lease — orchestrated by SARAH with voice-bot verification at every gate. Edit any prompt and SARAH uses it on the next call. Lives in Phase 16 of the operations portal./admin/omega-leads-all-in-one-place/phase-16/workflow/
Intell on IndividualsSkip-trace one person — drop in any of name / email / phone, the backend runs Sherlock (~400 sites), holehe (~120 sites), Gravatar hash probes and DNS health. Sovereign OSINT only. NOT for marketing./admin/intell-on-individuals/
AudienceLabCustomer data platform — segments, identity resolution, list builder feeding Engage + SARAH voice campaigns./admin/audience
Google WorkspaceGmail, Calendar, Drive, Docs, Sheets integration surface for SARAH and the admin team./admin/google-workspace
Inflection AppDedicated app surface for the Inflection partnership — pitch, joint go-to-market, deal pipeline./admin/inflection-app

25000 Live App Surfaces · Sales Catalog · 25 industries

TechConnectr Marketplace

TechConnectrCampaign wizard · supplier matching · book Bob Samuels · approve & launch — demand-side marketplace for IT demand gen and channel partners./admin/techconnectr/

ABM Engine

ABMThe Trade Desk + AdRoll + Propensity + 6sense + Demandbase absorbed — workspace, scoring, campaigns, attribution. Built for every business vertical worldwide./admin/abm/

Competitor Absorption Hubs

HubSpot FeaturesComplete absorption of HubSpot Marketing, Sales, Service, CMS, Operations Hubs./admin/hubspot-features/
Salesforce FeaturesSales, Service, Marketing, Commerce, Data clouds — and what SARAH+SOPHIA delivers natively./admin/salesforce-features/
Twilio FeaturesVoice, SMS, WhatsApp, Verify, Flex — absorbed into the sovereign SARAH voice stack./admin/twilio-features/
n8n · Zapier · MakeWorkflow automation — collapsed into SOPHIA Flow Studio and the 34.7M-feature library./admin/n8n-zapier-make-features/
Mailchimp · KlaviyoEmail + SMS marketing absorption — unified into the SARAH omnichannel surface./admin/mailchimp-klaviyo-features/
GHL — GoHighLevelAgency CRM + funnels + automation + voice — and where SARAH+SOPHIA exceeds it natively./admin/ghl-features/
SARAH Marketing Data Agent — Marketing AgentFull Improvado absorption: ETL/ELT pipeline, AI BI, agentic execution, creative intelligence, data governance, MCP context — plus SARAH voice, 34.7M connectors, and ecosystem atlases they never built./admin/SARAH Marketing Data Agent/
Market·MindPsychology-driven AI marketing — URL to ad plan, real-time lead qualification, Omega Leads feedback loop./admin//
SARAH iMessage — SARAH iMessageiMessage + FaceTime Audio absorbed from sendblue.com — shared inbox, REST API, native lock-screen calls, AI draft replies, CRM sync./admin/SARAH iMessage/

Financial & Sales

WLP $30M Forecast (Simon)White-label partner cashflow forecast for Simon Vickers — 36-month roll-forward./admin/wlp-forecast/
WLP Forecast (Cliff)Cliff Locks operator view — parallel WLP cashflow planning surface./admin/wlp-forecast-cliff/
WLP Forecast (Emery)Emery Geosits (Geolync Capital) operator view — 3rd referral partner, parallel WLP cashflow surface./admin/emery/wlp-forecast/

Brand & Partner Surfaces

BrandLogos, palette, typography, voice and tone references for Scale Growth AI./admin/brand/
InflectionInflection partner pitch surface — strategic positioning and joint-go-to-market./admin/inflection/

Part II — SARAH AI Suite (complete catalog)

Customer-owned AI operating system — voice, chat, CRM, marketing, automation, and 25,000 industry modules. Every tier includes SOPHIA Layer-3 membership.

Product tiers

SARAH Spark 2 — $60,000 outright or $2,000/mo × 36 — dual NVIDIA DGX Spark NVLinked (256 GB unified pool). Staff-internal voice commands to SARAH by team members only — not customer-facing.
SARAH Mini — $500,000 — GB300 Workstation, 768 GB unified memory, 30 concurrent voice AI agents. First customer-facing sovereign voice tier.
SARAH Pro — $4,000,000 — single HGX B300 server, 500 concurrent voice AI agents.
SARAH Enterprise — $6,000,000 — dual HGX B300 servers, 1,000 concurrent voice AI agents.
SARAH Hyperscale — $30,000,000 — DGX GB300 rack, 30,000 concurrent voice AI agents.

Voice & telephony

SARAH Switch — SIP/WebRTC call routing and brain dispatch — replaces legacy FreeSWITCH stack.
WebRTC Gateway — Browser and softphone ingress for voice without mandatory PSTN.
Streaming STT — WhisperLive streaming speech-to-text — batch STT forbidden on voice path.
TTS Router — Multi-engine text-to-speech with failover (XTTS, Kokoro, Coqui farm).
Brain Pipeline — Qwen3-235B / Kimi K2.6 class on every voice and chat turn — smallest production brain is 235B; no sub-235B routing on customer-facing paths.
Live Transcript — Real-time call transcription and supervisor listen-in.
IVR Menus — Visual IVR builder with menu, transfer, voicemail, hangup actions.
Voicemail Drop — Campaign voicemail delivery with disposition tracking.
Predictive Dialer — VICIDIAL integration — RATIO/ADAPT dial methods, callback hooks.
Call Recording — Automatic recording with Whisper post-call transcription.
Extension Registry — Per-tenant extensions (1000 public advisor, 7777, 2222 sales, custom).
Federated Voice — Email-as-identifier call setup via registry.i-desks.com federation.
A2P Messaging — Application-to-person SMS compliance and routing.

Omnichannel surfaces

Voice / PSTN / SIP — Inbound and outbound telephony via SARAH Switch.
WebRTC / WebPhone — Browser-based calling without carrier dependency.
WhatsApp — Business API messaging with template and session flows.
Telegram — Bot channel for async chat and alerts.
Web Chat — Embeddable chat widget with qualified-booking handoff.
Email — Broadcast, sequences, inbox, and transactional mail.
SMS / RCS — Outbound sequences and conversational checkout.
Social — Social planner — Facebook, Instagram, LinkedIn, X, GBP, TikTok.
Emotional Intelligence Groups — Photo/document analysis groups with guarded outbound replies.
Portal Chat — Authenticated admin and customer chat surfaces.

Portal modules

CRM & Revenue

Contacts & PeopleFull CRM — custom fields, tags, lifecycle stages, activity timeline.
Pipeline & DealsMulti-pipeline kanban, stages, win probability, forecasting hooks.
Tasks & RemindersOverdue/today/upcoming buckets with VICIDIAL callback integration.
Booking & CalendarCalendly-style scheduler with Google/Outlook sync.
Books — Quotes & InvoicesPDF quotes, invoices, payment links.
Invoicing & SubscriptionsStripe payments, recurring billing, dunning.
Conversion & Forms14 field types, conditional logic, spam scoring, embeds.
CommerceProduct catalog, carts, checkout flows.

Marketing & Content

Broadcast EmailBulk send with merge tokens and scheduled delivery.
Blog & CMSNative blog with SEO meta and RSS.
Social PlannerMulti-network scheduling with approvals.
InflectionCampaign inflection tracking and analytics.
Content StudioAI-assisted content generation and asset management.
ImagesMedia library and image tooling.
Audience LabSegmentation, UTM attribution, smart lists.
Lists & PolishSaved segments, industry templates, email snippets.

Automation & Operations

Autopilot / WorkflowsVisual workflow builder with 19+ trigger kinds.
Automation StudioAdvanced multi-step automations.
Workflow WebhooksInbound webhook triggers for external systems.
GovernancePolicy, approval, and compliance controls.
Support DeskTicket routing, SLAs, customer support inbox.
Knowledge BaseInternal and customer-facing KB articles.
Dashboards & InsightsOperational and revenue analytics.
Sarah AlertProactive alert rules and notifications.
TracesDistributed request tracing for debugging.

Integrations & Data

Integrations HubOAuth connections to external SaaS.
Google WorkspaceGmail, Calendar, Drive sync.
Gmail PoolMulti-mailbox sending rotation.
Calendar SyncTwo-way calendar integration.
Omni Channel RouterUnified routing across voice, chat, email.
EnrichmentContact and company enrichment passes.
Data ModuleWarehouse-style data views and exports.
OAuth & SAMLEnterprise SSO and app authorization.

Industry & Platform

Verticals CatalogueIndustry-specific presets and workflows.
25,000 Absorption ModulesSARAH-named replacements for 1,000 apps × 25 industries.
WhitelabelTenant branding, domains, and Stripe Connect.
Sovereign ModeAir-gapped and data-residency controls.
WorkspaceMulti-workspace tenant isolation.
Security ModuleAccess policies, audit, and hardening.
Infrastructure ModuleHost health, services, and capacity views.
Finance ModuleLedger, revenue recognition hooks.
Field ModuleMobile field-service workflows.
Wellness ModuleHealthcare-adjacent scheduling and compliance.
ReputationReview monitoring and response.
Courses & CommunityLMS and member community surfaces.

Voice Admin

VICIDIAL AdminCampaigns, lists, agents, dispositions.
Live TranscriptSupervisor view of active calls.
VM Drop CampaignsVoicemail drop orchestration.
IVR BuilderDrag-and-drop inbound voice trees.

Competitor absorption

HubSpot — ~78% Marketing+Sales+Service+CMS+Operations Hubs absorbed — 1,650+ features mapped.
Salesforce — CRM, Service Cloud, Marketing Cloud, Commerce, Data clouds native.
GoHighLevel (GHL) — Agency CRM + funnels + automation + voice — exceeded natively.
Twilio — Voice, SMS, WhatsApp, Verify, Flex absorbed into sovereign SARAH voice stack.
Mailchimp + Klaviyo — Email + SMS marketing automation unified into SARAH omnichannel.
n8n + Zapier + Make — Workflow automation collapsed into SOPHIA Flow Studio and Automation Studio.
Google Workspace — Gmail, Calendar, Drive, Docs, Sheets integration surface.
SARAH Marketing Data Agent — ETL/ELT pipeline, AI BI, agentic execution, creative intelligence, data governance, MCP context.
Market·Mind — Psychology-driven AI marketing — URL to ad plan, real-time lead qualification, Omega Leads feedback loop.
SARAH iMessage — iMessage + FaceTime Audio — shared inbox, REST API, native lock-screen calls, AI draft replies, CRM sync.
FrontSpin / Outreach class — Sales engagement sequences and dialer via OMEGA Phase 7 + VICIDIAL.

25,000 industry modules

Structure — 1,000 software apps × 25 industries = 25,000 SARAH-named modules.
Industries — hospitality, banking, insurance, logistics, healthcare, government, retail, legal, education, and 16 more verticals.
Naming — every module named SARAH {Software} Module for consistent operator vocabulary.

Marketing CMO AI

Strategy Wizard — Step-by-step marketing strategy builder for sovereign CMO workflows.
Brand Analyzer — URL-driven brand tone, positioning, and competitive context on qwen3:235b.
Blog Writer — Long-form blog generation with SEO structure.
Social Writers — Platform-native social copy for LinkedIn, X, Facebook, Instagram.
Content Ideator — Campaign and content angle brainstorming from company context.
Content Calendar — Schedule and track content across channels.
Content Library — Persist generated assets per company workspace.
CMO Chat — Conversational marketing advisor with company-scoped memory.
Multi-Company Workspace — Switch between client companies — each with isolated strategy and library.
Operator access — Marketing CMO workspace in the operator portal — API at /admin/api/marketing-cmo/.

Part III — SOPHIA Layer-3 API Hub (complete catalog)

Enterprise brain and sole egress for external APIs — banks, airlines, payments, CRM, and 34.7M connector features behind one governed hub.

Enterprise feature set

L2 / L3 architecture

Layer 3 (SOPHIA) — public Internet egress, TLS, connector dispatch, auth, billing, audit.
Layer 2 (SARAH federation) — private enterprise IP; edge agents reach the world through SOPHIA.
One API rule — every module registers through unified dispatch; no orphan integrations.

Admin surfaces

SOPHIA API Admin — tenant keys, endpoint UIDs, HMAC signing, call history.
SOPHIA Attestation Admin — capability proofs for enterprise procurement.
Connectors catalogue — browsable slug index with live status per integration.

The gap that matters

Marketing tools excel at one lane. Industry modules excel at one vertical. Neither owns signal → conversation → enterprise action on infrastructure you control.

OMEGA Revenue Engine

Intelligence through outcome delivery — one schema, one ledger.

SARAH AI Suite

Voice, chat, and portal execution — the operator in the loop.

SOPHIA Layer-3 API Hub

Regulated connectors — where revenue meets bank-grade execution.

Run this comparison with your stack

Bring your martech invoice and industry module list. We map each line item to OMEGA, SARAH, and SOPHIA.

Request a written brief