Industries
AI for the work your team does every day.
Different records. Different systems. One practical starting point: a business task worth improving.
Built around your operation
Start with the task.
Build for the team.
We prepare business data, develop AI applications and connect them to the systems people already use. The design follows the work: preparing a close, drafting a response, planning driver availability or organizing purchasing data.
Financial Services
Regulated workflows, built with people who have run them.
Client onboarding, payments, controls and reconciliation.
- What we build
- Connected workflows that assemble client files, check information and route exceptions to compliance or operations.
- How the team uses it
- Operations work with compliance and system owners. Consequential actions stay with them.
Accounting & Audit
Evidence-ready books for accounting and audit firms.
Auxiliar AI prepares invoices and bank activity for accountant review, with every proposed entry linked to its source. Audit firms need the same discipline from the other side: evidence matched to the ledger, exceptions surfaced early, and a reviewer who signs off. We build that layer with your team.
- Tie-out of invoices, bank statements and ledger entries, each match linked to its source document.
- Exception lists that show unmatched, duplicated or unusual items for the auditor to examine.
- Workpaper preparation from source data, ready for reviewer sign-off.
- Client-by-client separation, access controls and a record of who reviewed what.
Legal
Turn case material into work a lawyer can use.
Preparing claim responses and organizing case files, scanned pages and other documents.
- What we build
- Drafting workflows with research and review steps, and prepared document collections for source-based retrieval.
- How the team uses it
- Lawyers check the facts, reasoning and supporting material. Professional judgment and filing stay with the legal team.
Logistics
Plan around the people who keep operations moving.
Driver availability, scheduling constraints and planning across a changing operating horizon.
- What we build
- A planning application that combines operating records, a fine-tuned availability model and scheduling rules.
- How the team uses it
- Dispatchers review feasible next-trip recommendations and exceptions before they assign the work.
Procurement & Enterprise Operations
Make fragmented business data useful across teams.
Mapping legacy purchasing descriptions into the classification the business already uses.
- What we build
- A mapping into an existing four-level taxonomy, with the method and open questions shown for each item.
- How the team uses it
- The procurement team reviews the uncertain items, then imports the mapping and uses it in its own systems.