What is a Role Brain?

A Role Brain is a persistent decision-pattern repository that captures the tacit knowledge and instincts of key personnel. When an executive departs, their Role Brain remains as a corporate asset, allowing a successor to operate at full capacity from Day 1.

How does StackFast differ from standard RAG implementations?

Standard RAG retrieves text without understanding context. StackFast provides a reasoning layer that applies judgment through structured logic, builds persistent Role Brains that compound over time, and enforces knowledge sovereignty through a 3-layer governance gate.

What is Knowledge Sovereignty?

Knowledge Sovereignty means your organization's intelligence never leaks into third-party training sets. Every brain entry is tagged for compliance and M&A readiness, with audit trails generated automatically for EU AI Act, SOC2, and HIPAA compliance.

How does StackFast reduce Key-Person Risk?

StackFast captures executive decision patterns, client relationship nuances, and institutional knowledge into structured Role Brains. When key personnel leave, their judgment and instincts remain as a corporate asset, reducing onboarding time for replacements and preserving institutional intelligence.

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workflow

AI Receptionist and Call Intake

AI Receptionist and Call Intake is the job-named product wrapper for Quinn's inbound voice transport pilot.

Who it is for

Businesses that want an AI receptionist but need approval gates before CRM, service desk, calendar, or follow-up actions execute.

Problem it solves

It gives inbound calls a governed intake path instead of a dark autonomous caller agent.

Activation model

Inquiry first. Live pilot requires OpenAI Realtime billing, phone number/SIP, AI disclosure script, consent policy, receipts persistence, and review screen.

Proof and source paths

CleverQ PR #34 merged voice transport pilot harness
SIP webhook is hard-gated
Audio-exit MASK probe exists

Repo evidence

docs/wiki-manuals/ai-receptionist-call-intake-manual.md
../cleverq/src/lib/voice-agent/realtime.ts
../cleverq/src/app/api/voice-agent/realtime/sip-webhook/route.ts

Capabilities

inbound call intake

workflow

Answer inbound calls, qualify callers, and queue external actions for review.

Agent use
Inquiry-stage CleverQ voice workflow. StackFast MCP remains the brain; voice transport is gated and not install-ready.

Runtime registry status

Primary registry

hybrid

Status

spec only

Install gate

Inquiry only until instrumentation, SIP, disclosure, consent, connector policy, and live call smoke pass.

Callable tools

stackfast.think.decide

Missing or gated tools

cleverq.voice.turn public manifest
crm/calendar/service desk connector execution smoke

Quinn is the persona; AI Receptionist and Call Intake is the product name.
No business cell live routing until floor-before-live instrumentation is merged and verified.

Agent-readable queries

AI receptionist call intakeinbound AI receptionist with approval queuevoice agent for scheduling and transfer