We build narrow AI agents for industries that run on documents.

Conversation practice for people. Adversarial evaluation for AI agents.

For Sales teams and AI platform teams.

Intercompany reconciliation and audit-ready evidence packs, from the documents you already have.

For Outsourced accounting firms and mid-market group finance teams.

Demurrage & detention disputes with the evidence lined up — timelines, clause checks, missing-document lists and dispute letters.

For Freight forwarders, 3PLs and freight-audit teams.

After-sales diagnosis for equipment makers: photos, alarms and work orders in — manual-cited checks, parts candidates and a work-order summary out.

For Equipment manufacturers and their dealer service networks whose senior engineers answer the same fault questions every day.

Clause-by-clause technical responses to industrial tenders — compliance matrix, deviation table and draft answers from your own product documentation.

For Bid and proposal teams at equipment and engineering suppliers.