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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Board Deliberation MCP

Board Deliberation MCP packages structured seat opinions, conflict maps, recommendations, and decision candidates on top of governed judgment retrieval.

Host and data posture

Where this product is meant to live.

Premium enterprise decision product; private context and ratified outputs required.

Commercial shape

Private/BYOC product

Data posture

Tenant brain required

Approval posture

Approval required

Best demo

StackFast UI

Best daily use

StackFast UIOpenClaw BYOC

Who it is for

Executives, enterprise operators, FractWin buyers, and BYOC teams that need auditable multi-seat judgment.

Problem it solves

It turns important decisions into cited evidence packs, structured disagreement, and close-ready decision records.

Activation model

Assisted board profile with seat definitions, evidence policy, audit destination, and canon-close authorization review.

Proof and source paths

Board deliberation spec exists
FractWin storefront lane is public inquiry-first
Governed retrieval foundation is shared by board tools

Repo evidence

lib/judgment/retrieve.ts
app/api/mcp/route.ts
docs/GOVERNED_BRAIN_RETRIEVAL_AND_DELIBERATION_PRODUCT_SPEC_2026-05-12.md

Capabilities

board deliberate

mcp

Run evidence-first board deliberation with an audit trail.

Agent use
Premium board deliberation workflow that must call governed judgment retrieval before synthesis.

Connector proof

Catalog is not the same as customer-ready.

This product only becomes market-ready after a real host mounts the entitled tools, a safe call succeeds, metering records the event, and a customer-safe receipt exists. Until then, the page shows the strongest proven status without rounding up.

Catalog

Runtime registry and product manifest are present.

Entitlement

Entitlement boundary is not declared.

Callable

1 tool(s) declared with no missing V1 tools.

Metering

MCP calls are routed through the metering receipt path.

Customer validated

Pending fresh host-surface call receipt.

Runtime registry status

Primary registry

stackfast.ai/api/mcp

Status

live public mcp

Install gate

Live public MCP tool is verified on main; assisted install still requires tenant binding, rollback, and audit-retention proof per customer.

Callable tools

stackfast.board.deliberate

Missing or gated tools

No missing tools declared for the current V1 boundary.

Board Deliberation is packaged, inquiry-ready, and runtime-current on main.
Live website MCP exposes stackfast.board.deliberate with required evidence-pack and audit refs.
Deliberation preserves written minority opinions and flags unanimity for review; dissent must not collapse into a bare score.
PR #147/WO 154 resolved the second officer path and no-DeepSeek sensitive-deliberation gate.

Install and activate

Connect this product through the StackFast MCP endpoint. Discovery metadata is public; execution uses OAuth and storefront entitlement checks.

MCP URL

https://stackfast.ai/api/mcp

Agent subscription

This product remains request-scope until its checkout, fulfillment, and public-name gates are complete.

Client snippets

ChatGPT

Add StackFast as a custom MCP connector, then approve OAuth when prompted.

Claude

Connect a remote MCP server using the StackFast MCP URL and a tenant-scoped token or OAuth flow.

Cursor

Grok

Add StackFast as a custom MCP connector using the StackFast MCP URL and customer entitlement auth.

Product: Board Deliberation MCP
Product API: https://stackfast.ai/api/store/products/board-deliberation-mcp
Pricing API: https://stackfast.ai/api/store/pricing/board-deliberation-mcp
Manifest API: https://stackfast.ai/api/store/manifests/board-deliberation-mcp
MCP URL: https://stackfast.ai/api/mcp
Auth: oauth_reader_or_storefront_entitlement
Checkout session API: https://stackfast.ai/api/store/checkout/session
Plans:
- Board install: Request scope; checkout_ready=false; checkout_url=request_scope
Agent activation:
- Read this product manifest and pricing API.
- If a plan has checkout_ready=true, open its checkout_url or POST product_slug, plan_slug, and customer_email to the checkout session API.
- After Stripe payment, the signed webhook grants storefront_entitlements for the buyer email/account.
- Connect the LLM client to the MCP URL and approve OAuth so tools/list reflects the licensed reader surface.
- Call only tools exposed for that entitlement; unentitled execution must fail closed.

Agent-readable queries

board deliberation MCPAI board decision workflowevidence-first executive deliberation