AI Decision Playbooks
Curated, ready-to-run prompts for specific professional decisions — organized by industry. Each playbook tells you when to use it, what to attach, and what to expect, then lets you run it across multiple models before you act.
Forensic Accounting
Forensic accounting decisions turn on whether a pattern in the books is a timing difference, an error, or a scheme. AI can scan ledgers, aging files, and counterparty records at a scale no review team can match — but materiality, intent, and disclosure still require a qualified reviewer who can defend the call.
10 playbooks
Fraud Detection
Fraud detection workflows compare account behavior, claims, and payment rails against known typologies. Multi-model review is useful when the question is not 'does a rule fire' but 'does this pattern support investigation, hold, or referral.'
10 playbooks
Cybersecurity
Cybersecurity decisions compress incomplete evidence into containment, escalation, and communication choices. AI can assemble timelines and rank indicators; it cannot own the call to isolate systems, notify, or brief executives.
10 playbooks
AI Governance
AI governance playbooks turn inventories, policies, and vendor packs into decisions a board or examiner can inspect. The work is classification, gap analysis, and control design — not chatbot trivia.
10 playbooks
Government RFP
Government RFP work is a compliance and strategy problem: matrix every shall-statement, price to win without protest exposure, and keep past performance honest. AI accelerates the matrix; humans own the bid/no-bid and certification calls.
10 playbooks
Fair Lending
Fair-lending analysis tests whether pricing, redlining, and adverse-action practices produce unlawful disparities. Statistical output is a starting point; comparative-file review and business-necessity arguments remain human work.
10 playbooks
Healthcare
These playbooks address sepsis operations as high-accountability clinical-quality decisions: alert fatigue, bundle compliance, mortality review, and model validation. AI may draft analysis; it does not diagnose, treat, or replace clinician judgment.
10 playbooks
Insurance Underwriting
Underwriting playbooks turn submissions, loss runs, and exposure files into a bind/price/decline recommendation. Multi-model review is most useful where coverage interpretation and tail exposure are judgment calls.
10 playbooks
M&A Due Diligence
Diligence playbooks test revenue quality, contracts, IP, regulatory path, and integration risk before a price is locked. AI can read a data room quickly; it cannot own a purchase-price adjustment or a walk-away call.
10 playbooks
Pharma & Life Sciences
Pharma playbooks address FDA and global regulatory decisions: complete response letters, protocols, CMC changes, labeling, and safety signals. AI can structure the brief; it does not replace qualified regulatory or medical judgment.
10 playbooks
Forensic Drug Testing
MRO and workplace drug-testing decisions apply federal protocols to incomplete or irregular collections. AI can check consistency against the rule set; the MRO still makes the verified result.
10 playbooks
Public Benefits
Public-benefits playbooks support integrity and eligibility decisions: trafficking, identity fraud, recoupment, and legislative briefings. AI can rank leads; due process and benefit actions remain with the agency.
10 playbooks
Government
Government operations playbooks cover budget justifications, regulatory impact, IG responses, FOIA, grants, and emergency allocation. The value is a defensible brief — not an unsupervised policy decision.
10 playbooks
AI Governance Layer
These playbooks operationalize governance at the moment of execution: risk registers, multi-model reconciliation, output scoring, vendor terms, and post-deployment monitoring. They are the control plane around AI decisions, not a second policy white paper.
10 playbooks
US Federal
US Federal playbooks apply the same governed-analysis pattern to procurement integrity, financial crime, cyber intel, healthcare fraud, banking exams, audits, AI vendor risk, and M&A regulatory exposure — with federal evidence standards in view.
15 playbooks
Defense Sustainment
Defense sustainment playbooks analyze attached logistics and maintenance data before any external vendor research. The decision is how to read shortages, work-order bottlenecks, and procurement entry points without inventing unsupported contractor relationships.
1 playbook