Context beatsa generic playbook
The mechanics of AI are similar everywhere. What differs is the regulation, the data, the tolerance for error and the shape of the work. That is where engagements succeed or fail.
Finance & Fintech
Document-heavy review, reconciliation and reporting cycles compressed, with auditability preserved at every step.
Healthcare & Life Sciences
Intake, scheduling and administrative load reduced without touching clinical judgment, and with privacy obligations front and centre.
Retail & E-commerce
Catalogue enrichment, demand signal and support deflection — the operational work that scales badly with headcount.
Real Estate
Listing operations, document handling and lead qualification streamlined across brokerages and property teams.
Professional Services
Proposal drafting, research and knowledge retrieval turned from billable drag into leverage.
Logistics & Supply Chain
Exception handling, documentation and status communication automated across a messy partner network.
SaaS & Technology
Support, onboarding and internal knowledge systems built on your own product data.
Manufacturing
Quality documentation, maintenance records and planning inputs consolidated into usable intelligence.
Education & Ed-Tech
Administrative burden reduced for staff, with clear boundaries around student data.
Media & Publishing
Production workflows, archive retrieval and metadata handled at a volume humans should not have to.
Healthcare and finance clients carry obligations that most AI vendors treat as an afterthought. We design to your regulatory reality from day one.
Data minimization, consent handling and documented processing purposes built into the architecture, not bolted on before launch.
Regional processing and private deployment options where personal or clinical data cannot leave a jurisdiction.
Every automated decision is traceable — inputs, model, version and human checkpoints are logged.
We work in English and French, including documentation and staff training.
Tell us the constraints you operate under. That conversation is usually more useful than a capabilities deck.