AI & Automation

Point-solution AI creates shadow-ops: uncoordinated agents, ungoverned model calls, and outputs that never make it into the systems of record. Nextmatter puts every agent, model call and human step into one auditable workflow.

Compose specialist agents (intake, extraction, reconciliation, drafting) with explicit tool access and per-step model selection. Route the right prompt to the right model — including your own fine-tunes — and swap providers without touching the workflow.

Every step can require review, approval, or four-eyes sign-off. Reviewers see model output, source documents, and the exact prompt used — with one-click accept, edit or reject that feeds back into future runs.

Structured output schemas, policy checks, PII redaction and evaluation datasets ship with the platform. Every run is logged with inputs, outputs, model version and cost — ready for internal audit and regulator review.

See AI Orchestration for the solution view, or Platform Overview for the full stack.