Liora AI presents Mira™

Execution trust for autonomous AI.

Mira is an independent execution-trust layer for autonomous AI. It governs consequential agent actions, can constrain or stop unsafe execution, and preserves independently verifiable evidence across models, clouds and agent frameworks — without turning customer data into Liora’s data lake.

Building agents today? Take the 2-minute developer survey →

Patent pending OpenTelemetry-aligned Model, cloud & framework independent
# Three lines. Your agents, now on the record.
from mira import govern
 
app = govern(app, policy="credit-approval")
app.run() # every hop signed & sealed
ILLUSTRATIVE API · APACHE-LICENSED SDK IN DEVELOPMENT
The problem

When AI can act, governance has to reach the action.

Agentic systems can call tools, access protected data, change infrastructure, approve transactions and hand work to other agents. The enterprise question is no longer only what the model produced, but whether the resulting action was authorised, controlled and provable.

IDENTITY ISN’T AUTHORITY

Knowing which agent acted does not prove that a particular action, against a particular resource, was permitted in that context.

GOVERNANCE CAN BECOME A DEPENDENCY

As autonomous workflows deepen, control mechanisms that add remote dependencies to consequential actions can introduce latency, fragility and platform coupling.

LOGS DON’T STOP ACTIONS

An audit trail can explain what happened afterwards. Enterprise governance also needs to constrain or stop unsafe execution and prove what control was applied.

From our working demo

The same failure. With Mira, and without.

A credit-approval workflow where an agent leaks personal data mid-run. Flip the switch and watch what changes — this is one of fourteen live scenarios in our demonstration build.

scenario 03 · credit-approval · pii-egress
MIRA OFF
MIRA ON
Without instrumentation, the leak is invisible: the workflow completes, the record is clean, and nobody ever knows.
See it in 90 seconds

Watch Mira catch a failure no one else would see.

A live agentic credit workflow. One run leaks a customer’s protected data and completes normally. The next is governed by Mira — the leak is detected, execution is interrupted, the workflow is recovered and verifiable evidence is preserved.

What Mira does

Four verbs. One verifiable record.

Mira is designed to work across existing models, agent frameworks and infrastructure without requiring an enterprise to standardise on one AI ecosystem.

01 · CAPTURE

Capture

Governed interactions create authenticated provenance and execution evidence as they occur.

02 · PROVE

Prove

Preserve tamper-evident evidence that can be independently verified without exposing the underlying customer data.

03 · INTERDICT

Interdict

Apply governance before consequential actions complete, allowing unsafe or non-compliant execution to be constrained or stopped.

04 · RECOVER

Recover

Preserve or restore trusted workflow state and continue safely where policy permits — including across different models or providers.

Patent pending OpenTelemetry-aligned
Where we are

Built and demonstrated — now hardening for production.

Working demonstration Patent pending OpenTelemetry-aligned Design-partner
NOW

Architecture demonstrated

Working implementation demonstrating governance, interdiction, recovery and verifiable evidence across agentic workflows.

NEXT

Production hardening

Independent benchmarking, security review, enterprise deployment tooling, key lifecycle and framework integrations.

MONTH 6

Developer release

Apache-licensed SDK, documentation and open extension interfaces for developers building governed agentic systems.

BEYOND

Enterprise governance

Policy management, assurance, reconstruction and sovereign deployment capabilities for organisations operating consequential AI workloads.

For developers

Built for the people who'll bet a production workflow on it.

  • Keep your stack — instrument existing agentic workloads without replacing your models, frameworks or infrastructure.
  • Debug with verifiable evidence — reconstruct what happened, in what order and what control was applied.
  • Apache-licensed developer SDK — free execution-edge instrumentation, with enterprise control and assurance when workloads move into production.
  • Open extension interfaces — integrate the identity, semantic, policy and security systems your organisation already trusts.
LangGraphCrewAIAutoGenOpenAI Agents SDKOpenTelemetry

Planned integrations for developer release.

📋 The 2-minute developer survey Four questions on what's blocking your agents — your answers decide what we build first. Take the survey