Put AI to work, without losing control
Coordinate agents, models and deterministic automations across your fund operations stack — every action owned, approved and evidenced like the rest of your operation.
AI without orchestration is a liability
Point-solution AI creates shadow-ops: uncoordinated agents, ungoverned model calls, and outputs that never make it into the systems of record. Next Matter puts every agent, model call and human step into one auditable workflow.
The four capabilities every governed AI stack needs
Agents & model routing
Compose specialist agents — intake, extraction, reconciliation, drafting — with explicit tool access and per-step model selection. Swap providers without touching the workflow.
Human-in-the-loop
Every step can require review, approval or four-eyes sign-off. Reviewers see the model output, source documents and exact prompt used — with one-click accept, edit or reject.
Guardrails & evals
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.
Orchestrated across your systems
AI proposes, Next Matter governs, and your core systems — fund admin, CRM, document store, core banking — stay in control. No rip-and-replace, no shadow AI.
How we make every AI process governed by default
Any model
provider/model-agnostic routing
4-eyes
human sign-off on AI-assisted actions
100% logged
every run captured
1-click
accept, edit or reject
The governed layer between AI and execution
Keep your models, agents, and core systems. Next Matter controls how AI-assisted work is assigned, approved, updated, and evidenced before it touches the business.
AI capabilities
Governed work layer
Core systems
workflows · owners · approvals · exceptions · audit trails
AI proposes. Next Matter governs. Core systems stay controlled.
Bring your hardest AI use case
Book a working session — bring a real agent or model you want in production, and we'll map the guardrails and approval path it needs.