Use cases
What governed agents actually do
Concrete, bounded reasoning tasks inside the systems that keep your books — investigated, drafted, validated, always traced. Statuses are exact: shipped means shipped.
Shipped
Running on the governed V0 runtime today
Operations analyst · fund administrator
Shipped — V0 pilotReconciliation break investigation
One click on a break: the agent investigates match history and pricing, then returns root cause, evidence and a recommended action — fully traced.
Data manager · DataHub developer
Shipped (V0)Business rule generation from plain language
Write 'flag NAV deviations above 2%' — the generator returns a syntactically valid business rule as a typed object DataHub consumes directly.
Data manager · DataHub developer
Shipped (V0)Business rule validation & testing
On every rule save, DataHub chains governed agents: validate syntax and best practice, evaluate against business assertions, build and run tests.
V1 Beta
Rolling out with the V1 Beta
Data manager · DataHub developer
Beta (V1)Data onboarding & configuration Q&A
'How do I configure a Kafka feed?' — answered from documentation and live configuration objects, with deep links to the exact screens.
GA Q3 2026
Coming with general availability
Data manager
In product · unified at GAData-quality remediation
Data-quality errors investigated in the context of the feeds, rules and configuration involved — so remediation becomes review-and-apply.
Fund accountant · NAV oversight
In product · unified at GANAV oversight & accounting investigation
NAV exceptions arrive pre-investigated — hypothesis, evidence, source links — so the close gets faster without losing control.
Report producer · regulatory reporting team
In product · unified at GARegulatory reporting assistance
Data-report queries generated, presentation templates drafted, content contextualized for the regulator — inside the production workflow.
Client reporting team · report producer
In product · unified at GAClient reporting assistance
Recurring client report cycles with the drafting toil absorbed: queries, templates and client-ready context prepared for review.
Compliance officer
In product · unified at GACompliance breach analysis
Breaches investigated and explained with traceable evidence at the moment they are flagged — no more manual reconstruction.
Implementation consultant · product team
Coming — GA Q3 2026Consultant-grade configuration assistance
Weeks of client-deployment parametrization and business-rule authoring compressed into days — with every draft reviewed by experts.
Join the Early Adopter Program
General availability lands in Q3 2026. The Early Adopter Program is open now — a limited cohort, a one-year platform trial, and three workshop streams: Business ROI, Compliance, and Operational fit.