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.

INTERNAL · TALENT SCOUT · WORKFLOW HOME

Talent Scout

Search for work, add specific postings, review source evidence, prepare manual outreach, and open the scoped CRM/Desk follow-up lane from one place.

Find Work

Run the search panel with explicit sources and source receipts. LinkedIn and FlexJobs are manual paths unless a terms-safe integration exists.

Add Postings

Paste OpenAI, LinkedIn, FlexJobs, ATS, or company-career postings into intake. Talent Scout creates review rows; it does not send outreach.

Manual Gate

Drafts and follow-ups stay review-only. CRM and Desk links use the Talent Scout work context instead of showing every shared record.

Work Context

team_hire / talent_growth_followup / talent_scout

CRM uses this context as a subject-required lens; Desk enforces domain/entity filters natively.

Open Scoped CRM Open Scoped Desk

Opportunity Scout · Talent Scout Lane

Gate-first: sweep company career pages, verify posting liveness, prioritize speed-to-cash, then prepare reviewed hiring-manager outreach.

Work target

Work shapeRemoteLive mode

Open Scoped CRM Open Scoped Desk

Application Intake Workspace

Drop Open Jobs Into Trace

Paste one posting URL, one full job body, or a copied search-results list. Talent Scout will create review rows and follow-up workspaces; nothing is sent externally.

Posting URL

Title OverrideCompany Override

Paste job post or job list

Trace Queue

Talent Scout Worklist

57 rows · page 1 of 3 · sorted newest first

Add work Open Desk List

Current Favorites Queued Review Applied Archived All

needs_availability_check_failedsource capturedMay 14

Fractional Ops Consulting Dealerships 5

Github Candidate

github.com

captured May 14

Candidate opportunity for fractional ops consulting for RV dealerships, F&I restructuring, dealer-network sales process. Signals include AI operations, automation, CRM, Service Desk, MCP workflows, and immediate operator-led monetization.

recruitercashflowteam_hirefractionalopsconsulting

#01d26465 · score 45

Details Workspace

Response Receivedoperator_supplied25d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 25d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#bd093004 · score 55

Details Workspace

bad_rowaggregatorJun 24

Customer Success Manager

Robert Half

roberthalf.com

captured Jun 24

Robert Half Customer Success Manager | Manual audit corpus confirmed this is a salary/role-details page, not a concrete job posting.

source_type:aggregatoravailability_status:bad_row_not_a_jobcompose_readiness:closed_or_stale_do_not_compose

#tgs_cano · score 5

Details Workspace

closed_or_staleoperator_suppliedJun 24

Finance & Sales Manager

Bretz RV & Marine

bretzrv.applytojob.com

captured Jun 24

Bretz RV & Marine Finance & Sales Manager | Location: Montana / Bretz RV & Marine | Compensation: Needs human compensation verification | The original Bretz Finance & Sales Manager posting is closed (HTTP 410). Preserve it only as a closed candidacy receipt; the separate Brandon Bretz training/process relationship lives in Relationship Core.

source_type:direct_employeravailability_status:closed_or_stalecompose_readiness:closed_or_stale_do_not_compose

#tgs_cano · score 20

Details Workspace

closed_or_staleverifiedJun 24

Finance Manager

Luther Brookdale Honda

careers.lutherauto.com

captured Jun 24

Luther Brookdale Honda Finance Manager | Location: Brooklyn Center / Brookdale, MN | Compensation: Needs human compensation verification | Robert kept Luther; canonical Luther quick-apply URL outranks noisy AutoJobs rows. | Human rail: human_keep

source_type:direct_employeravailability_status:direct_url_verifiedcompose_readiness:needs_jd_hydrationhuman_priority:human_keep

#tgs_cano · score 96

Details Workspace

closed_or_staleoperator_suppliedJun 24

VP, Sales & Partnerships, Auto

Octane

job-boards.greenhouse.io

captured Jun 24

Octane VP, Sales & Partnerships, Auto | Manual audit corpus confirmed the Octane VP Sales & Partnerships Auto posting was removed.

source_type:atsavailability_status:closed_or_stalecompose_readiness:closed_or_stale_do_not_compose

#tgs_cano · score 5

Details Workspace

human_passoperator_suppliedJun 24

Finance Manager

Weelborg

weelborgauto.com

captured Jun 24

Weelborg Finance Manager | Location: Too far compared with Bretz | Human pass rail persists so this does not resurface. | Human rail: human_pass

source_type:direct_employeravailability_status:needs_manual_availability_checkcompose_readiness:closed_or_stale_do_not_composehuman_priority:human_passhuman_pass_reason:Passed by Robert: too far versus Bretz.

#tgs_cano · score 5

Details Workspace

human_passoperator_suppliedJun 24

Finance Manager

RideNow / Scorpion

ridenow.com

captured Jun 24

RideNow / Scorpion Finance Manager | Location: Arizona | Human pass rail persists so Arizona rows do not resurface. | Human rail: human_pass

#tgs_cano · score 5

Details Workspace

Response Receivedoperator_supplied25d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 25d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#56771105 · score 55

Details Workspace

Response Receivedoperator_supplied25d ago

AI6 replay diagnostic

AI6 replay fixture company

example.invalid

captured 25d ago

AI6 replay fixture diagnose lifecycle

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#83eccc83 · score 49

Details Workspace

Response Receivedoperator_supplied25d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 25d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#13f85ee6 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#11d358c8 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#e086e835 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#4a5aa2e7 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#c9ffc966 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#273e2813 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#76a313ca · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#680f7f91 · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#e056899f · score 55

Details Workspace

Response Receivedoperator_supplied28d ago

AI6 replay fixture

AI6 replay fixture company

upwork.com

captured 28d ago

AI6 replay fixture for an inbound CRM continuity proof. No outbound action is authorized.

recruiterteam_hirelane_Jsingle_posting_intakejob_applicationoperator_supplied

#3169d50e · score 55

Details Workspace

20 visible on this page

Application Intake Workspace

Research, synthesize, and prepare Robert's manual-review packet.

This workspace does the homework without sending anything. Company intelligence, signal extraction, contact-role templates, and packet generation all stay behind the manual gate.

Project Spine

Project

Not captured

Source

Not captured

Direction

Not captured

Next action

Not captured

Talent Scout follow-up: Ashbyhq — Head of AI Transformation

· closed_no_response · 2026-05-22T18:29:00.000Z

Talent Scout Touch 1: WellTheory - Head of AI Transformation

· open · 2026-05-22T18:29:00.000Z

Talent Scout Response check-in: WellTheory - Head of AI Transformation

· open · 2026-06-02T18:29:00.000Z

Talent Scout Touch 2 prep: WellTheory - Head of AI Transformation

· open · 2026-06-09T18:29:00.000Z

Email replies

1 bound

Unmatched labeled email

4 needs review

Posting Detail

Role

Head of AI Transformation

Company

WellTheory

Location

Remote or distributed

Employment

Full-time

Department

Operations / transformation

Posting date

Not captured

Apply on company site

Head of AI Transformation. WellTheory. - - Back to WellTheory’s Job Listings # Head of AI Transformation ## Location Remote - US ## Employment Type Full time ## Location Type Remote ## Department Product # About WellTheory WellTheory is a digital health company helping people with autoimmune conditions take control of their health through personalized care, nutrition guidance, and ongoing coaching. We're a team of 50+ passionate people who believe better care starts with better relationships. We're also building one of the most AI-forward organizations in healthcare — not by replacing our team with AI, but by expanding what every person here is capable of. # About the Role Most companies hiring for AI roles are building for where AI is today. We want someone who always makes decisions based on where AI will be in six to twelve months. The most forward-looking companies are already past copilots and drafting assistants.. remote_status:remote excerpt_truncated freshness:active freshness_checked_at:2026-06-19T14:12:02.297Z location:Remote - US structured_excerpt_available url_verification:verified_direct_apply human_action:apply_online_first careers_url_present jd_hydration:live_discovery. recruiter live_posting firecrawl verified. Operator review needed Head of AI Transformation Ashbyhq - [

Company Intelligence

Company Overview

ready

WellTheory is being reviewed from jobs.ashbyhq.com for the Head of AI Transformation opportunity. The posting signals operations / transformation work, remote or distributed location posture, and full-time engagement shape. V1 stores this as structured intelligence without raw page-body persistence.

source posting: Primary evidence path from Talent Scout queue item.
company homepage candidate: Human-review target; no unaudited raw body stored.

Glassdoor Signals

configuration_required

No authenticated Glassdoor session is configured for V1. Culture, salary, and leadership-review signals remain operator-supplied or future V1.5 inputs.

policy: Glassdoor scraping is disabled without Robert-controlled authenticated access.

Reddit Signals

not_available

No standalone Reddit evidence was captured. This lane is intentionally covered by Grok public search when wallet-resolved search is available.

empty state: No source receipt; panel intentionally renders empty instead of inventing sentiment.

X / Grok Signals

configuration_required

No wallet-resolved xAI key passed provider validation at runtime, so the combined X, Reddit, and public-web signal lane stayed gated.

wallet policy: Resolve and validate xAI through the wallet SSoT before invoking Grok search.

News Signals

not_available

No recent-news receipt is attached to this queue item. V1 keeps the card visible and explicit so missing news does not look like a silent pass.

empty state: No news search receipt attached.

Signal Pain Extraction

Stated pain

Own AI governance with particular attention to the constraints of a healthcare environment: PHI handling, BAA requirements, audit trails, and responsible use of AI in clinical workflows[posting_text]
Have the business judgment to match your technical depth.** You can identify which problems are worth solving with AI, prioritize ruthlessly, and articulate business impact in a way anyone in the company can understand — and act on.[posting_text]
You'll own WellTheory's AI transformation end-to-end: architecture, enablement, governance, and measurement.[posting_text]

Inferred pain

adoption-stall — posting_text -> required outcomes imply an execution or methodology gap
implementation-layer-gap — posting_text -> role responsibilities require cross-functional translation
Operator review needed — Head of AI Transformation Ashbyhq - [![WellTheory](https://app.ashbyhq.com/api/images/org-theme-wordmark/d399480a-6d2a-4c2d-9a21-4de37e5bc590/75f58b17-3454-4287-be96-1e228e6452ca/09e93e3a-24a7-407d-a07c-0faa18f70bf7.png)

Mapped to candidate methodology

Human Connection: Start from the company's surroundings, name the pain in their language, then offer a useful conversation.
Backward Selling: Work backward from the role's desired outcome and show the path from adoption pain to measurable business value.
Power of 5: Use the Cockpit/Brain/Pipeline/Twin/Network ecosystem as proof only when it clarifies the customer's operational problem.

Contact Identification

Suggested contacts

Head of AI Transformation

Likely decision-maker or influencer for a Head of AI Transformation posting in Operations / transformation.

VP Operations

Likely decision-maker or influencer for a Head of AI Transformation posting in Operations / transformation.

Talent Acquisition Lead

Likely decision-maker or influencer for a Head of AI Transformation posting in Operations / transformation.

Hiring Manager

Likely decision-maker or influencer for a Head of AI Transformation posting in Operations / transformation.

Public leadership names

Operator to identify

Public WellTheory leadership — Review public About/Leadership page; V1 does not scrape private LinkedIn or infer unverified names.

No LinkedIn scraping. These are search templates for Robert's own authenticated session.

Application Synthesis

PERSPECTIVE rail: not generated

Generate a packet to load the written-output rail.

Surroundings

Synthesis not yet generated for this queue item.

Pain

Synthesis not yet generated for this queue item.

Research

Synthesis not yet generated for this queue item.

Bidirectional

Synthesis not yet generated for this queue item.

Artifact Studio

Application Draft

Custom · custom · application · saved editable drafts

Output Type

Describe What You Want

Example Prompts

Saved Drafts

Generate an output to save an editable draft here.

0 characters

Operator Workflow Notes

Deep Links Stay Live

Existing trace, CRM, and Desk links keep working. This page is the workflow home; `/ops/talent-scout/trace` remains the evidence deep link.