Outcome Verification Infrastructure

Verify what
AI agents
actually did.

A verification layer between AI agents and the real-world systems they act on — turning claims into proof, proof into history, and history into risk data.

Apply to become a Design Partner Watch it verify ↓
INDEPENDENTSOURCE-BACKEDEXPLAINABLENOT AN INSURER
Live-style verificationIllustrative workflow
Agent claim
Refund issued — $1,240.00
Payment processor
Transaction found
Internal ledger
Amount matched
CRM
Record updated
Email provider
Delivery confirmed
4 systems checked · 0 contradictionsVERIFIED

IDRYN doesn’t ask the agent
whether it succeeded. It checks the system
where success should exist.

Agents report success in words. Reality keeps its own books — in payment processors, CRMs, ledgers, and inboxes. That is where IDRYN looks.

The engine, at work

One claim.
Every system answers.

> claim received — “Refund issued, $1,240.00”
> locating system of record… payment processor
> transaction found · amount matched · recipient matched
> cross-checking ledger, CRM, email provider…
> outcome verified — written to record
> next claim — “Payment collected in full”
> contradiction found — processor shows partial capture
> discrepancy preserved in the record, with evidence
Illustrative workflow — example data only
Agent claim
Refund issued — $1,240.00
VERIFIED
Payment processor
Transaction foundsettled · not reversed
Internal ledger
Amount matched$1,240.00 posted
CRM
Record updatedcase closed by agent
Second claim
Contradiction foundclaimed in full · captured in part

One verified outcome is proof.

Thousands become history.

History becomes risk data.

Record → Score

Events converge
into a risk picture.

Verified outcomes, discrepancies, losses, and remediations accumulate into a behavioral record. Only then — with enough history — can explainable risk signals be computed.

REFUND · VERIFIED CRM UPDATE · VERIFIED PAYMENT · DISCREPANCY EMAIL · VERIFIED CHARGEBACK · LOSS REFUND · REMEDIATED
IDRYN Score — Illustrative framework
0NOT YET SCORED — SUFFICIENT VERIFIED HISTORY REQUIRED1000
History depthVolume and variety of verified behavior over time.
Discrepancy rateHow often claims and records disagree — and by how much.
Loss severityCost of failures, and whether they were remediated.

Decision thresholds remain with each enterprise, platform, or insurer.

Score → Evidence

And when it matters,
proof on paper.

The engine runs in the dark. Its output is a document — built for approvals, disputes, underwriting, and claims.

IDRYN Evidence Packet

Verification of Agent Outcome

VERIFIED
ClaimRefund issued — $1,240.00
SourcePayment processor (system of record)
TimestampRecorded at verification time
MethodAuthorized read · field-level match
Supporting recordsLedger entry · CRM update · delivery receipt
ResultVerified — amount, recipient, and status all match the claim
Illustrative packet — example data only
ApprovalsRaise limits for agents with proven records.
DisputesAn independent record, admissible in the argument.
Underwriting & claimsVerified behavior as an underwriting input.
Architecture

Four layers.
One direction of truth.

Claims flow down. Verified data flows out. Each layer produces exactly one thing.

IDRYN VERIFY

Checks agent claims against systems of record.

→ VERIFIED OUTCOMES
IDRYN RECORD

Preserves verified behavior as a persistent history.

→ BEHAVIORAL HISTORY
IDRYN SCORE

Computes explainable risk signals from sufficient history.

→ RISK SIGNALS
IDRYN EVIDENCE

Packages proof for approvals, disputes, and insurers.

→ EVIDENCE PACKETS

IDRYN sits at a different layer than identity, authorization, and observability tools — each of those answers a different question. Identity tells you who is acting. Observability tells you how it ran. IDRYN establishes what actually happened.

Who runs on IDRYN

Built for the people
who carry the risk.

Agent platforms
Prove reliability and unlock higher-trust agent actions.

Give enterprise customers — and your own risk team — verified behavior, not vendor promises.

Enterprises
Verify high-impact actions and investigate failures with independent evidence.

Know which refunds, payments, and messages really happened — and prove it later.

Insurance
Bring verified agent behavior into underwriting and claims review.

Source-backed behavioral data for an entirely new class of risk.

Trust principles

An engine with rules.

01
Independent

IDRYN sells no agents and takes no side in a dispute.

02
Source-backed

Every conclusion traces to a system of record.

03
Explainable

Signals ship with the history and factors behind them.

04
Not an insurer

Risk-data infrastructure. Decisions stay with you.

Design Partner Program

Plug your agents
into the engine.

A small number of design partners are being onboarded. Tell us what your agents do — and what proof would change what you let them do.

Applying as
Application received.

Thanks. If the workflow fits our current design-partner scope, we’ll contact you directly.