VERTICAL 01
Financial Services
THE PROBLEM
AI spend is high and growing across research, diligence, and client reporting, while data governance requirements are strict and non-negotiable. Sensitive cross-department data must never leak between teams.
WITH COGNIVRA
Entitlement-aware reuse means an answer is only served to a requester whose permissions cover it, so reuse is safe across desks and mandates. Every request is metered and attributed, giving the CFO department-level cost visibility and a complete audit trail.
VERTICAL 02
Legal
THE PROBLEM
Thousands of near-identical research queries are run independently by different associates. That duplication costs firms millions in duplicated token spend annually, with nothing retained afterwards.
WITH COGNIVRA
Near-duplicate detection returns the prior answer instantly instead of re-running the research, and books the avoided spend to a ledger the firm can report on. Each reused answer also enriches a searchable memory scoped by matter and client.
VERTICAL 03
Technology Companies
THE PROBLEM
Engineering teams burn through AI budgets on agentic coding tools at a pace finance cannot see until the invoice arrives. There is zero spend visibility and no knowledge capture from any of it.
WITH COGNIVRA
Reserve-then-settle spend gates enforce team budgets at the moment of the call, and per-project attribution shows exactly which services and agents consume the budget. Captured interactions become engineering knowledge instead of disposable output.