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From AI pilot to production, with the evidence your risk committee needs.

ARIA Adopt takes each AI use case from pilot to production through clear stage gates. It locks a value baseline before the pilot starts, tracks the value the pilot delivers, and assembles the approval packs your risk and model-risk committees review. It works with any agent, any vendor, and any core.

For CIOs, heads of AI and transformation, and business sponsorsAny agent, vendor, or corePolicy → Billing → Claims
In development

What ARIA Adopt does

Stage gates

A governed path for each use case, from pilot intake to production, with named approvers at every gate.

Value baselines and tracking

Baseline measures are captured and locked before the pilot, then tracked through the pilot and into production. Scale what works and stop what doesn't before the spend.

Approval packs

Evidence packs for risk and model-risk committees: scope, controls, value story, residual risk, and the production operating model.

The path from pilot to production

  1. Pilot intakeRegister the use case and confirm the sponsor, scope, domain, and risk class.
  2. Value baselineSelect the measures and lock the baseline before any improvement is claimed.
  3. Controlled pilotRun in shadow mode or with human approval, and measure value against the baseline.
  4. ProductionMove to production with the committee packs, control evidence, and value story complete.

Built for the people who approve AI

CIO and head of AI

One view of every use case, its gate, and its value, so more use cases reach production sooner.

Business sponsor

A charter and value story you sign, with measures your operations team agrees are realistic.

Risk and model-risk committees

Approval-ready packs in a consistent format that support model-risk, audit, and regulatory reviews.

Across the insurance lifecycle

DomainExample value measure
PolicyReferral turnaround from submission to underwriter decision
BillingPayment-exception backlog and age
ClaimsReserve recommendations routed to the right authority

Works on its own, and even better together

With ARIA Assure

The production gate asks for control evidence. ARIA Assure supplies it: authority and outcome checks with hash-chained decision records.

ARIA Assure →

With ARIA Policy, Billing, and Claims

The domain products give Adopt real insurance decisions to govern, from underwriting referrals to reserve approvals.

Solutions overview →

ARIA Adopt sits beside your core and agent platforms. Your core stays the system of record.

KGA ARIA™ by KGAgentic
Insurance workflow orchestration beside your core systems · Policy → Billing → Claims
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KGA ARIA™: Canadian trademark application filed, pending.
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