Name role, authority, jurisdiction, and task
Define one bounded job, people/rights/money/property affected, approved systems, and the qualified reviewer.
Output: occupation job card
Short answer: choose the manual matching the role and exact task. Each specialist route shows what AI may prepare, what evidence must remain visible, and which decisions or external actions stay with the licensed, qualified, authorized human.
Coverage status is explicit“Completed” means a local page, useful artifact, source/claim package, approval packet, and QA evidence exist. “Planned” means it belongs on the research board—not that StackPilot already has a profession-specific answer.
Family guide shops
Software, web & data
Software, Web & Data AI Guide Shop
Development, QA, data warehousing, websites, apps, agents, automation, credentials, and file routes.
Open shop →Real estateReal Estate AI Guide Shop
Realtors, appraisers, property/community managers, mortgage operators, new-home teams, and supporting task routes.
Open shop →InsuranceInsurance AI Guide Shop
Licensed agent/client-review work and claims/policy-service preparation with distinct authorities.
Open shop →Banking & lendingBanking, Mortgage & Credit AI Guide Shop
Loan officers, intake clerks, creditors, valuation, compliance, closing, security, and funding routes.
Open shop →Completed occupation manuals
Manual 014
Database Administrators
Estate/config baselines, access reviews, backup/restore proof, migrations, performance, integrity, incidents, and recovery.
Open manual →Manual 013Data Warehousing Specialists
Source contracts, lineage, validation, reconciliation, quality, cost, incidents, and warehouse change review.
Open manual →Manual 012Clinical Data Managers
Controlled study baselines, provenance, neutral queries, validation evidence, privacy/safety routes, audit, and lock review.
Open manual →Manual 011Software QA Analysts & Testers
Reviewed test design, exact candidate identity, execution receipts, defects, traceability, flaky quarantine, and release review.
Open manual →Manual 001Real Estate Appraisers
Valuation intake, sources, comparable research preparation, discrepancies, and report QA.
Open manual →Manual 002Mortgage Loan Officers
Borrower/file preparation, documents, follow-up, milestones, and licensed review.
Open manual →Manual 003Insurance Agents
Source-linked client review preparation with licensed coverage and communication control.
Open manual →Manual 004Accountants & Bookkeepers
Source control, reconciliations, variance questions, entry proposals, and qualified review.
Open manual →Manual 005Software Developers
Requirements, change planning, implementation evidence, tests, review, release, and rollback.
Open manual →Manual 006Market Research & Marketing
Customer evidence, synthesis, positioning hypotheses, claims, experiments, and measurement.
Open manual →Manual 007Search & Answer Visibility
Useful answers, source coverage, crawler controls, technical parity, submissions, and evidence.
Open manual →Manual 008Property & Community Managers
Residents, work orders, inspections, vendors, budgets, incidents, and parallel rights/safety gates.
Open manual →Manual 009Insurance Claims & Policy Clerks
Identity, evidence inventories, document versions, neutral correspondence, security flags, and audit trails.
Open manual →Manual 010Loan Interviewers & Clerks
Field provenance, document evidence, fair-lending QA, report boundaries, milestones, and handoffs.
Open manual →Next specialist shelves
Software, data & securityDeveloper, QA, data-warehouse, and database-administrator manuals plus the family shop are complete; database architecture, systems, networks, support, accessibility, and security roles remain planned.Family shop · Data warehouse
Financial servicesPersonal financial advisors, credit analysts/counselors, financial managers, and securities roles.Research planned
Healthcare administrationClinical data management is complete; health-services management, records, privacy, intake, and broader clinical governance remain planned.Clinical data manual
Office operationsCustomer service, HR, data entry, document management, scheduling, email, forms, and handoffs.Research planned
Construction & home servicesManagers, estimators, trades, job packets, inspections, safety, proof, and closeout.Research planned
Education, legal & local servicesTeaching, libraries, legal support, compliance, restaurants, lodging, salons, fitness, and childcare.Research planned
The shared occupation route
Load current official sources
Separate law, rule, program, employer policy, governing document, qualified record, participant statement, and AI summary.
Output: source ledger
Prepare one useful artifact
Build an evidence table, checklist, draft, QA report, exception queue, or exact handoff without claiming execution.
Output: reviewed work product
Route decisions and actions
Keep regulated judgment, rights, safety, money, messages, accounts, production, and public actions with authorized humans.
Output: approval-ready packet
Start with the job, not the tool.
If the profession is not on the completed shelf, use the route card to define the job and keep the request on the research board until a real evidence-backed manual exists.