Publishing desk / Evidence first

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This is the public research and article desk. Use it for new, updated, and evidence-heavy work. The Guide Universe remains the complete searchable library.

Newest database-operations manual

Database change & recovery evidence

AI Workflow Guide for Database Administrators

Separate backup creation from restore proof while keeping credentials, SQL, access, changes, failover, incidents, and recovery human-controlled.

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New software, web, and data guide shop

Technical workflow routes

Software, Web & Data AI Guide Shop

Route development, QA, data warehousing, websites, apps, agents, automation, credentials, and files to the right evidence-backed guide.

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Newest data-operations manual

Warehouse change evidence

AI Workflow Guide for Data Warehousing Specialists

Trace source contracts, fields, transformations, validation, reconciliation, quality, cost, incidents, and change review without production data-plane authority.

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Newest health-data operations manual

Clinical data provenance

AI Workflow Guide for Clinical Data Managers

Prepare controlled study evidence, neutral query drafts, validation receipts, privacy/safety routes, and database-lock review without live PHI or autonomous clinical authority.

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Newest software-quality manual

QA evidence & release review

AI Workflow Guide for Software QA Analysts and Testers

Require reviewed test design, exact candidate identity, real execution receipts, raw evidence, traceability, and human release authority.

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New occupation directory

Profession workflows

Occupation AI Workflow Guide Directory

Browse the thirteen completed occupation manuals and four family guide shops while planned specialist shelves remain clearly labeled.

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New banking, mortgage, and credit guide shop

Banking & lending operations

Banking, Mortgage & Credit AI Guide Shop

Route loan officers, intake clerks, creditors, valuation, compliance, closing, security, and funding work to the correct specialist workflow.

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Newest banking-operations manual

Loan intake & evidence

AI Workflow Guide for Loan Interviewers and Clerks

Preserve application facts and document evidence while licensed and authorized roles retain product, credit, disclosure, valuation, closing, and funding decisions.

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New insurance guide shop

Insurance operations

Insurance AI Guide Shop

Choose between licensed agent/client-review work and claims/policy-service preparation without blending consequential authorities.

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Newest insurance-operations manual

Claims & policy service

AI Workflow Guide for Insurance Claims and Policy Clerks

Prepare identity-checked, evidence-inventoried, version-controlled service handoffs while authorized humans retain every consequential decision and action.

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New real-estate guide shop

Real estate operations

Real Estate AI Guide Shop

Route Realtors, appraisers, property managers, mortgage operators, and new-home teams to the right evidence-backed workflow by role and task.

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Newest property-operations manual

Property & community management

AI Workflow Guide for Property and Community Managers

Prepare evidence-complete resident, work-order, vendor, budget, and incident handoffs while keeping rights, safety, money, access, and messages human.

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Newest AI-search manual

Search & answer visibility

AI Search & Answer Visibility Workflow Guide

Build useful answers with source coverage, crawler controls, technical parity, submission receipts, citation logs, and refresh decisions.

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Newest marketing manual

Market research & marketing

AI Workflow Guide for Market Research and Marketing

Move from customer evidence to approved claims, one controlled campaign, and an honest learning log.

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Software engineering companion

Software engineering

AI Workflow Guide for Software Developers

Move from requirements to reviewed release evidence without handing AI invisible production authority.

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Latest occupation manuals

Accounting operations

AI Workflow Guide for Accountants and Bookkeepers

Prepare the close while qualified humans retain accounting, posting, tax, attest, and payment authority.

Open guide →Insurance

AI Workflow Guide for Insurance Agents

Prepare client reviews while licensed humans retain coverage, underwriting, pricing, and claims judgment.

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Latest operating systems

Mortgage origination

AI Workflow Guide for Mortgage Loan Officers

Prepare the mortgage file while authorized humans retain every credit and compliance decision.

Open guide →Real estate appraisal

AI Workflow Guide for Real Estate Appraisers

Prepare the evidence desk while the appraiser retains every valuation decision.

Open guide →Marketing

AI Marketing Reality Check

Turn viral agent and revenue claims into a safe, observable business test.

Open guide →Marketing

AI Marketing Operating System

Connect customer truth, positioning, proof, content, distribution, capture, nurture, and measurement.

Open guide →Local business

LocalFlow

Coordinate accurate listings, website trust, genuine reviews, lead response, local proof, and inspection.

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Research shelves

OccupationsReal estate, banking, insurance, mortgage, health, trades, software, professional services, creators, and local operators.Browse current library
Marketing and discoveryAI search visibility, local discovery, content, email, social, video, reviews, leads, and measurement.Open Marketing OS
Agents and workflowsJob cards, permissions, prompts, MCP, automation, inspection, logs, and safe handoffs.Build one agent job
Computer and software setupDomains, email, passwords, files, backups, forms, CRM, payments, bookkeeping prep, websites, and apps.Plan the stack
Editorial standardStackPilot does not mass-publish thin AI pages. Current facts require current sources. Regulated subjects remain educational and require appropriate professional review. Creator demonstrations are demand signals until reproduced.

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