Legal
Law firms · legal departments
Review the document. Check every citation.
Find jurisprudence in selected public court sources and authorized private sources, such as Jusbrasil. Review pleadings with exact process numbers, passages, and source links. Compare contracts against approved clauses and prepare drafts from your templates.
Workflow and measures
Document → retrieved authority → citation and clause checks → lawyer approval.
Measure together:
Matters reviewed per lawyer, citations resolved without a second pass, and rework avoided.
Education
School groups · pedagogical and enrollment teams
Turn learning gaps into follow-up.
Connect assessments, teacher observations, and curriculum evidence with enrollment records. Help coordinators plan interventions, organize family follow-up, and see what changes in learning and re-enrollment.
Workflow and measures
Learning evidence → student context → reviewed intervention → follow-up.
Measure together:
Students and classes followed per coordinator, gaps closed per cycle, and the time between a signal and the action it triggers.
Food & Beverage
Restaurant groups · bars · franchises
Offer what the kitchen can deliver.
Connect customer messages to the menu, current prices, and live stock. Confirm availability before the order, then use demand trends to help managers plan replenishment.
Workflow and measures
Customer request → menu and stock check → confirmed order → replenishment review.
Measure together:
Orders confirmed per shift without adding staff, plus stockouts, waste, and forecast error.
Agriculture
Producer support programmes · cooperatives · distributors
Less data preparation. Better support for producers.
Bring field records, spreadsheets and reports together. Flag inconsistencies and prepare evidence for analysts to review, so their time goes into useful guidance for producers and follow-up. For commercial operations, a separate workflow can check requests against agreements, stock and delivery capacity, with exceptions routed to the agronomist or manager.
Workflow and measures
Analysis: field data → consistency checks → analyst review → producer guidance and follow-up. Orders: request → operational checks → approval → delivery.
Measure together:
Producers supported per team, preparation time, reviewed guidance delivered and follow-ups completed. For orders, confirmation time and unresolved requests.
Finance
Fintechs · payment providers · credit operations
Every chargeback, with the evidence already gathered.
A chargeback, an account flagged for review, a KYC check waiting on a person. Pull the transaction history, the customer's documents and what each vendor returned into one case, beside the policy that governs it and the past cases that look like it. Your analyst decides; the risk appetite stays yours.
Workflow and measures
Chargeback received → history, documents and vendor results → applicable policy → the analyst decides → outcome recorded.
Measure together:
Cases closed per analyst, time per case, consistency between analysts, and how often a decision has to be revisited.
