aequai ~/use-cases · workflow library book ↗
aequai ~ / use-cases
$ aequai use-cases --library

Safe AI workflows, one task at a time.

Each use case shows a safe AI role, a human approval gate, a data boundary, evidence to log, the output artifact, and what not to automate or claim. These are public-safe patterns, not customer proof.

// pattern: AI assists or drafts; a named human reviews before any send, publication, record change, or system action. Excluded data stays out. Every workflow keeps an evidence trail.
$ aequai use-cases --list

Workflow use-case cards.

leadership

Executive morning brief

AI: summarize approved sources and open risks. Gate: leader reviews before decisions. Don't: forecasts, public statements.

sales

Proposal draft with CRM evidence

AI: draft from approved CRM facts. Gate: sales owner before send. Don't: pricing, promises, unsupported facts.

marketing

Claim-safety review

AI: flag unsupported claims and missing sources. Gate: owner before publication. Don't: public claims without reviewed source.

support

Escalation summary

AI: summarize issue, timeline, sentiment. Gate: human before reply. Don't: final reply, policy decisions.

operations

SOP update draft

AI: draft SOP update from approved notes. Gate: process owner approves. Don't: process change without approval.

finance

Month-end close checklist support

AI: draft checklist and variance questions. Gate: finance owner reviews. Don't: filings, payments, entries.

HR

Onboarding FAQ draft

AI: draft FAQ from approved policy text. Gate: HR owner reviews. Don't: personnel decisions, private handling.

engineering

Review-gate support

AI: draft review checklist. Gate: engineering owner approves. Don't: repo changes, deploys, production.

legal / compliance

Advisor-prep pack

AI: organize questions and source map. Gate: counsel reviews. Don't: conclusions, regulated positions.

procurement

Supplier evidence request pack

AI: draft evidence request from template. Gate: procurement owner approves. Don't: supplier acceptance, product claims.

manufacturer / exporter

Supplier evidence request (EU)

AI: structure required fields. Gate: owner before supplier send. Don't: DPP operation or sustainability approval.

retail / e-commerce

Product description from approved facts

AI: draft from approved inventory facts. Gate: owner before publication. Don't: authenticity, valuation, health, sustainability claims.

local services

Repair-intake customer update

AI: draft status update from approved notes. Gate: owner before send. Don't: refunds, pricing, high-value decisions.

hospitality

Weekly menu & supplier brief

AI: draft menu brief and supplier checklist. Gate: owner reviews. Don't: allergen or health claims without review.

healthcare admin

Clinic patient FAQ draft

AI: draft admin FAQ from approved policy. Gate: clinic owner reviews. Don't: diagnosis, triage, treatment.

construction / trades

Change-order summary

AI: summarize changes and open questions. Gate: project owner reviews. Don't: contract or cost decisions.

logistics

Exception report

AI: draft exception timeline. Gate: ops owner reviews. Don't: carrier/customer commitments.

local services / ops

Frontline training SOP draft

AI: draft SOP from approved steps. Gate: manager reviews. Don't: policy changes without approval.

individual

Personalized AI learning plan

AI: create role/workflow learning map. Gate: learner approves scope. Don't: business outcomes or public claims.

sales

Role-specific prompt practice

AI: practice proposal and follow-up drafts. Gate: sales owner reviews. Don't: automated outreach.

cross-functional

Tool workflow practice with gates

AI: practice approved tasks (ChatGPT/Claude/Copilot/Gemini) with review. Gate: role owner reviews. Don't: unreviewed sends, record changes, public posts.

$ aequai contact --map workflow

Map one of these to your team.

Pick a use case, and we will map the data boundary, approval gate, and evidence trail for your context, then recommend the smallest safe next step.