Independent Outcome Verification for AI Agents

Verify what AI agentsactually did.

Independent verification of agent outcomes — building toward persistent behavioral records, explainable risk signals, and evidence for high-stakes decisions.

Apply to become a Design Partner See how verification works ↓
Agent claim
Refund issued — $1,240.00
UNVERIFIED
support-agent-07 · just nowIllustrative example
The verification story

Don’t ask the agent.
Check the record.

IDRYN checks an agent’s claim against the authorized system of record — the place where success would have to exist.

Illustrative workflow — example data only
Agent claims
“Refund issued.” — $1,240.00
Payment processor locatedsystem of record · authorized read access
Transaction foundrefund object matches the claim
Amount & recipient matched$1,240.00 · original payment method
Status: settlednot pending · not reversed
VERIFIEDwritten to the agent’s record

A successful tool call isn’t proof
of a successful business outcome.

IDRYN checks the outcome.

Record

Every verified outcome
becomes part of the record.

One verification is a fact. A history of them is a behavioral record — the raw material of trust.

Refund of $1,240.00VERIFIED

Payment processor · settled · just now — the claim you watched get checked above.

CRM record updatedVERIFIED

CRM system of record · field-level match.

Payment collectedDISCREPANCY

Claimed in full; the processor shows a partial capture. Flagged, with both versions preserved.

Email delivered to customerVERIFIED

Email provider · delivery receipt confirmed.

Illustrative behavioral history
Score

Risk signals emerge
from verified history.

Not from self-reports. Not from demos. From what an agent has verifiably done, over time.

IDRYN Score — illustrative framework0 – 1000 scale
NOT YET SCORED
0Sufficient verified history required1000
History depthHow much verified behavior exists, across how many kinds of actions.
Discrepancy rateHow often claims and records disagree — and by how much.
Loss severityThe cost of the failures that did occur, and how they were remediated.

Decision thresholds remain with each enterprise, platform, or insurer. IDRYN supplies verified data and explainable signals — never the decision itself.

Evidence

Proof you can hand
to someone else.

Every verification produces an evidence packet: what was claimed, what the record showed, and how the conclusion was reached.

IDRYN Evidence · Illustrative packet
ClaimRefund issued — $1,240.00
SourcePayment processor (system of record)
TimestampRecorded at verification time
MethodAuthorized read · field-level match
ResultVerified — amount, recipient, status all match
ApprovalsLet proven agents do more, automatically — higher limits, less review.
DisputesSettle “the agent said / the system said” with an independent record.
Underwriting & claimsGive insurers verified behavioral data instead of assurances.
Why IDRYN

Different layer.
Different question.

Identity tells you who is acting. Observability tells you how it ran. IDRYN establishes what actually happened — and turns that history into risk data.

01Identity / KYAWho is acting?Agent identity and provenance providers
02AuthorizationWhat is it allowed to do?Permissions, policies, payment credentials
03Observability / EvalsHow did it behave while executing?Traces, logs, evaluations, guardrails
04IDRYN — Outcome VerificationDid the intended outcome actually occur?Checked against the system of record, independently
05IDRYN — Record + ScoreHow trustworthy has this agent been over time?Persistent behavioral history and explainable risk signals
Who it’s for

Built for the people
who carry the risk.

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

Show enterprise customers — and your own risk team — what agents on your platform verifiably do.

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

Refunds, payments, records, messages: know which ones really happened, and prove it later.

Insurance
Bring verified agent behavior into underwriting and claims review.

A new class of behavioral data for a new class of risk — source-backed, explainable, auditable.

Methodology & trust principles

Trust is a method,
not a claim.

01
Independent

IDRYN sells no agents and takes no side in a dispute. Verification is the whole business.

02
Source-backed

Every conclusion traces to a system of record — never to the agent’s own account of itself.

03
Explainable

Scores ship with the verified history and factors behind them. No black boxes about black boxes.

04
Not an insurer

IDRYN is risk-data infrastructure. Underwriting, decisions, and thresholds stay with you.

Explore the verification methodology →

Humans have credit histories.
AI agents need verified ones.

CONCEPTUALLY: FICO-STYLE BEHAVIORAL RISK DATA + VERISK-STYLE EVIDENCE INFRASTRUCTURE,
BUILT FOR SOFTWARE THAT ACTS. UNCERTAINTY ENTERS — VERIFIED TRUTH COMES OUT.

Design Partner Program

Help define what
“verified” means.

We are onboarding a small number of design partners. Tell us what your agents do — and what proof would change what you let them do.

I am applying as
Application received.

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

VERIFY—RECORD—SCORE—EVIDENCE