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Connect your legacy systems to the ones you're building. Explain every decision across both.

Your AI program is about to depend on applications nobody fully understands. Axoniq Clarity keeps a living record of what your existing systems decide, puts it on the same history as your new event-driven applications, and rebuilds them piece by piece, with proof at every step.

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See how it works

The Legacy Modernization Trap

Bring AI and automation to your monolithic applications incrementally

Today, enterprises face immense pressure to automate and bring AI to their 15-year-old monolithic systems.

Our newest product is built specifically to help organizations that cannot undergo a massive rewrite. We provide a safe, incremental bridge to modernization that works with your existing infrastructure, rather than forcing you to tear it down.

How does it work?

AI can rewrite the code. It can’t tell you what the old system decided.

Axoniq Clarity records the decisions your existing applications actually make, connects them to your new event-driven systems, and proves the rebuilt version decides the same way, before your AI program depends on it.

Discover

AI agents scan your code to map what every application does, when you choose to share it.

Runs locally and the data never leaves your network.

Maps every workflow and decision point, and what talks to what.

Results in about an hour, shared with one button.

Discover3 agents scanning

0 of 10 capabilities mapped

Source

orders/OrderService.java

orders/CancelHandler.java

orders/PricingRules.java

payments/CaptureJob.java

payments/RefundController.java

payments/retry_policy.sql

claims/ClaimIntake.java

claims/assessment.sql

claims/ApprovalFlow.java

docs/claims-handbook.md

Application map

Orders0 / 3

Create orderCancel orderApply discount

Payments0 / 3

Capture paymentIssue refundRetry on failure

Claims0 / 4

ConnectNothing leaves your network

Your servers, read-only

Application

POST /orders/4820

POST /orders/4812/cancel

Database

orders · row inserted

orders.status → CANCELLED

Axoniq
Clarity

Business events

OrderCancelled#4812

because payment failed after 3 retries

OrderPlaced#4820

because checkout with SPRING10 discount

RefundIssued#9031

because item returned within 14 days

Connect

Axoniq Clarity connects to your application and database, read-only, on your servers, and turns what they do into business events with their reasons.

One line when the app starts, no code change, never blocks a transaction.

Reads the database transaction log, never the tables.

Intent and result joined into one business event, matched to the map.

Explain

Insights puts old and new on one record, answers “why did it do that?”, and shows the next best moves.

Ask about any transaction in plain language.

The answer is the path it took, the reasons, and the proof.

Next best moves, ranked by value against effort.

Learn more about Axoniq Insights ↗

Explainlegacynew

One record · policy 88-104 · claim #2291

PolicyIssued

PremiumBilled

PaymentFailed

PolicyLapsed

ClaimFiled

ClaimRejected

Why did it reject claim #2291?

The policy had lapsed 3 days before the claim date. The lapse followed a failed renewal payment in the new billing service.

EvidencePaymentFailed · newPolicyLapsed · legacyClaimRejected · new

Next best movesOffer reinstatementRetry renewal payment

Rebuild · Order flow0 of 5 steps verified, production untouched

Production, live

1Validate order

2Price basket

3Reserve stock

4Charge card

5Confirm

Sandbox, AI agent

1Validate order

2Price basket

3Reserve stock

4Charge card

5Confirm

Rebuild

AI agents rebuild flows piece by piece, in a sandbox, side by side with production.

One flow at a time, never the whole system.

Runs in a sandbox beside production, on the same inputs.

A step counts as done only when it decides the same way.

Languages

Java and Kotlin today. More languages on the way.

Axoniq Clarity’s agent and discovery run on Java and Kotlin now. JavaScript and Python are next in line, then Go, C#, PHP and Rust.

Java
Available
Kotlin
Available
JavaScript
Priority
Python
Priority
Go
Coming
C#
Coming
PHP
Coming
Rust
Coming

(even Haskell, but you need to actually ship it first 🔫🙊😉)

100% air-gapped

Runs where your systems run, under your security rules.

Axoniq Clarity is built for teams that cannot send source code or production data to a vendor. Nothing is captured before your security team has reviewed the setup.

100% air-gapped

Runs where your systems run, under your security rules.

Axoniq Clarity is built for teams that cannot send source code or production data to a vendor. Nothing is captured before your security team has reviewed the setup.

Installs on servers you already run

Axoniq Clarity runs on infrastructure you control, next to the applications it observes.

Read-only access to your code and data

It reads from your application and database. It never writes to either.

No code, data or events leave your network

Code, data and events stay inside your environment. There is no outbound traffic.

Sensitive fields masked at capture, never stored in clear

Personal and confidential fields are masked before anything is stored.

Security review is part of setup, not an afterthought

Your security team reviews the install and the capture rules before the first event is recorded.

Covered by the regimes your auditors ask about

Axoniq Clarity sits inside the same security posture as the rest of the Axoniq platform. The full list of certifications and deployment options lives in the trust center.

Visit the trust center ↗

GDPR

PCI DSS

ISO 27001

NIST CSF

CPRA

SOC 2

On-prem

Private cloud

Why join our early access program?

AI Explainability Without Re-platforming

Gain perfect visibility into your system's behavior without rewriting a single line of your legacy monolith

Exponential Time Savings

Bypass the steep architectural learning curve and avoid spending millions on manual system audits

Every explanation, backed by events

Plain-language explanations are only useful if you can verify them. Insights links every answer back to the underlying events in your event store, so compliance, ops, and regulators can trace any explanation down to the immutable record.