By profession

29 fields, one library

Construction Managers & Contractors
Bid reviews that catch front-loading, change orders that hold up, punch lists that close jobs, and delay claims with the notice clause cited.
Hardware & Manufacturing Teams
EVT/DVT/PVT gates with real exit criteria, BOM reviews that flag the single-source traps, and 8D failure analysis that finds the actual root cause.
Supply Chain & Procurement
RFP scoring that survives an audit, supplier scorecards with teeth, and S&OP readouts that end in decisions.
Sustainability & ESG Teams
GHG inventories that never net offsets against the gross line, CSRD-shaped disclosures, and a greenwashing audit that runs before the regulator does.
Insurance Professionals
Claims triage with coverage triggers checked, underwriting narratives that hold together, and coverage-gap analysis clients can act on.
Credit & Lending Teams
Credit memos with covenant headroom computed, compliance escalations documented properly, and portfolio briefs that name the watch list.
Product Managers
PRDs your engineers can build from, prioritisation that shows its math, and discovery synthesis that finds the theme.
Software Engineers & EMs
Blameless postmortems that find systems, ADRs that survive re-reads, runbooks your on-call can follow at 3am.
Founders
Board packs, investor updates that build the next round, unit economics with the assumptions labeled.
Customer Success Teams
Health scorecards, QBR decks, renewal playbooks, and escalation briefs that get exec attention.
Marketers & GTM Teams
Positioning that names the real alternative, launch plans with owners, and messaging with proof points.
Sales Teams
Battlecards, discovery frameworks, demo scripts that lead with the pain, and win/loss analysis that changes behavior.
Designers & UX
Design critiques, accessibility audits, UX copy with a voice, and handoffs that engineers thank you for.
Data & Analytics Teams
Analyses that answer so-what, retention and cohort work with honest denominators, and metric definitions that stop the arguments.
HR & People Teams
Performance reviews, career ladders, structured interviews, and the difficult-conversation prep everyone postpones.
Legal & Contract Teams
Contract reviews, redline summaries, and the opposing-counsel stress test before the other side runs it for real.
Finance & FP&A
Budgets, variance analysis, forecasts with stated assumptions, and calculators whose outputs are CI-tested.
Consultants & Agencies
Proposals, engagement letters, workshop designs, and readouts that clients quote back.
Support Teams
Macros with empathy, escalation summaries, incident comms, and knowledge-base articles people actually find.
Educators & Trainers
Lesson plans, rubrics, feedback that improves the work, and curriculum design with honest learning objectives.
Healthcare Operations
Clinical-adjacent operations writing: intake summaries, protocols, and communications — analytical support, never medical determinations.
Real Estate Professionals
Listings that sell the story, market analyses, and transaction checklists that keep deals alive.
E-commerce Operators
Product pages that convert, category briefs, promo calendars, and marketplace operations.
Writers & Content Creators
Drafts with a voice, repurposing pipelines, brand kits, and scripts with hooks that hold.
Nonprofit Teams
Grant narratives, donor communications, impact reports, and board materials on a volunteer budget.
Operations Teams
SOPs someone can actually follow, vendor management, compliance checklists, and process docs with owners.
Researchers
Study designs, synthesis with provenance, literature structure, and findings that decision-makers read.
Job Seekers
Resumes that survive the six-second scan, cover letters with a spine, interview prep, and offer comparison with real math.
Everyone Signing Things
Your lease, medical bill, job offer, and terms of service — decoded into plain English with the red flags ranked.