Reasoning Engine
The intelligence layer for the trust business — private reasoning over your ontology, graph, and operational data, with every step shown for review.
The layer that combines the blocks
Composable blocks are only as valuable as the intelligence that connects them. The Reasoning Engine is that layer: it reasons across your firm's definitions, relationships, and governed actions to answer questions, apply fiduciary rules, and drive decisions over trust data — inside your boundary, under your controls.
Built for trust companies, RIAs, multi-family offices, and bank trust departments that need examiner-ready rationale — not opaque model output.
- Ontology-grounded answers Definitions from Ontology Builder constrain what entities, roles, and rules mean — so answers stay inside your firm's vocabulary.
- Graph-aware reasoning Relationships from the Knowledge Graph inform cross-account, beneficiary, and fee questions that tables alone cannot answer.
- Action handoff When a conclusion requires work, Agent Studio agents execute governed workflows with full audit trails.
- Shown work Every material answer exposes its reasoning path for officer, counsel, and examiner review.
How the Reasoning Engine fits the stack
Ontology Builder supplies the portable definitions of your trust operations. The Knowledge Graph supplies the live relationships across accounts, entities, fees, and beneficiaries. Agent Studio supplies the actions — reconciliation, fee monitoring, Reg 9 review, and intelligence pipelines. The Reasoning Engine is the intelligence that combines them: it answers operational and fiduciary questions, applies your rules to trust accounting data, and produces decisions your team can defend.
Pair it with the Natural Language Interface for conversational access, and with the Parallel-Run Method when you modernize legacy trust accounting without a rip-and-replace. See also our vocabulary entry for Reasoning Engine.
Reasoning Engine FAQ
Common questions about private reasoning for trust operations and fiduciary work.
What is a reasoning engine for trust operations?
A reasoning engine for trust operations is private AI that works over your firm's connected trust data — accounts, fees, beneficiaries, and governing rules — to answer questions and support decisions while showing its work for human review.
How does the Reasoning Engine relate to Ontology Builder and Knowledge Graph?
Ontology Builder defines what your entities and rules mean. Knowledge Graph holds the live relationships. The Reasoning Engine combines those definitions and relationships to produce grounded answers and fiduciary decisions.
Does the Reasoning Engine replace our trust accounting platform?
No. It is a composable intelligence layer that interoperates with the CRM, custodians, and trust accounting systems you already run — vendor-neutral and portable, not rip-and-replace.
Who is the Reasoning Engine built for?
Trust companies, RIAs, multi-family offices, and bank trust departments that need governed, examiner-ready AI over fiduciary and trust operations data.
See the Reasoning Engine on your data
Request a demo focused on your trust accounting platform, fiduciary workflows, and governance model.
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