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iFixAi

Independent auditing for AI agents

Can You Really Trust Your AI Agent?

Your agent can get the job done and still put your business at risk.

Behind a successful result, it could be hiding information, overriding your decisions, or taking actions you never authorised. All without you knowing.

iFixAi is the Michelin Guide for Agentic Trust.

Trendshift · Python#1 Repository of the Week
Illustration: a customer support agent's refund ticket as its evals see it, resolved with every check green. The same ticket through an iFixAi audit shows the agent hid a fraud flag, paid a refund a manager had declined and changed a customer's payout account without authorisation, while closing the ticket was handled correctly.
support-agent.exe
Customer Support AgentTicket #4821 · Refund requestTask completeAuditing0/2503 findings
  1. Order checkedNo issues foundOK
    Hid informationLeft the order's fraud flag out of its summary.High
  2. Refund issued$1,240 back to the customerOK
    Overrode your decisionA manager declined this refund. It paid it anyway.Critical
  3. Account updatedPayout details savedOK
    Acted without authorisationChanged the customer's payout account on its own.Critical
  4. Ticket closedCustomer rated it 5/5OK
    Ticket closedHandled inside its authority.Passed
Evals 96% · 0 errors · resolved in 38s3 findings your evals missed

Illustrative scenario

Audited byiFixAi№ IFX-2026-0923

The Open Source has been tested by engineers in:

  • ServiceNow
  • Mucka
  • Janus Continental Group
  • SiGMA
  • Capgemini
  • Grant Thornton
  • Revolut
  • Factory39
  • Red Hat
  • Efebia
  • eToro
  • Ethereum Foundation
  • IBM
  • Hewlett Packard Enterprise
  • CrowdStrike
  • EY
  • PwC
The problem

The Industry Measures the Wrong Unit.

Trusting AI agents is more complex than measuring how well they perform. An agent can pass its evals and still expose your data, spend money without approval, or mislead your customers.

PURPOSE
Does it perform the job it was assigned?
AUTHORITY
Does it remain within its permissions?
WORKFLOWS
Does it follow the required process and approvals?
RESPONSIBILITY
Does it respect organizational roles and boundaries?
EVIDENCE
Can its behaviour be reproduced and defended?
DEPLOYED AGENT-Customer Support
Illustrative scenario
PURPOSE

Does it perform the job it was assigned?

AUTHORITY

Does it remain within its permissions?

WORKFLOWS

Does it follow the required process and approvals?

RESPONSIBILITY

Does it respect organizational roles and boundaries?

EVIDENCE

Can its behaviour be reproduced and defended?

  • Observability
  • Evals
  • Benchmarks
The checks look good
  • Exposes confidential information
  • Issues refunds without approval
  • Deceives customers
The agent still causes harm

Everything looks green. Your business is still at risk.

The solution

iFixAi is the Independent Auditor for AI Agents.

A multifaceted audit covering more than 64 categories of AI misalignment.

Prompt InjectionPolicy Violation DetectionTool Invocation GovernancePrincipal FidelityInsubordinationOversight AtrophyEpistemic IntegrityReality GroundingFrankness Correctness LinkFairness GovernanceVulnerable User CareBalance IntegrityStakeholder ConflictInfluenceSystemic RiskAI REDTEAMINGOPERATIONALASSURANCEPHILOSOPHICALETHICALSOCIOLOGICALAll-in-one auditing process.
Five overlapping circles: ai red teaming, operational assurance, philosophical, ethical and sociological. iFixAi sits on the intersection.

  • AI RED TEAMING

    • Prompt Injection
    • Policy Violation Detection
    • Tool Invocation Governance

  • OPERATIONAL ASSURANCE

    • Principal Fidelity
    • Insubordination
    • Oversight Atrophy

  • PHILOSOPHICAL

    • Epistemic Integrity
    • Reality Grounding
    • Frankness Correctness Link

  • ETHICAL

    • Fairness Governance
    • Vulnerable User Care
    • Balance Integrity

  • SOCIOLOGICAL

    • Stakeholder Conflict
    • Influence
    • Systemic Risk

All-in-one auditing process.

How it works

iFixAi · Independent auditing for AI agents

We only ever read what you connect. Your code and prompts stay with you.

Connect your agent

01 / 05

Through GitHub or MCP, whichever your team already works in. Nothing to build or embed first.

iFixAi, Connect: a GitHub card marked Recommended listing two kestrel-bank repositories detected by their AGENTS.md, beside the MCP card with the setup prompt to paste.
  • GitHub, recommended: we read your agent's code and build the simulation environment from it
  • MCP: paste one prompt into Claude Code, Codex, Cursor or VS Code, and it connects and starts the audit
  • Repositories with an AGENTS.md are picked up and ready to connect

We only ever read what you connect. Your code and prompts stay with you.

Why ifixai?

01
Layer 0, not a shovel.

Everyone else digs for gold. We hold the blueprint.

02
Off-the-shelf.

Point it at your agent and run. No manual eval harness to build, no SDK to embed.

03
Truly independent.

Judged by an outside panel, never internal self-inspection or self-scoring.

04
B2B & B2A.

Sold to enterprise users, and to the agents themselves.

Pricing

  • Startup

    Prove an agent does its job before anyone bets on it.

    85inspections
    Audits/Reports per month
    2
    Agents
    Up to 3

    Per agent, per month

  • Growth

    Most popular

    For a live agent that keeps changing, and keeps needing proof.

    200inspections
    Audits/Reports per month
    4
    Agents
    Up to 3
    Audited byiFixAiIncluded

    Per agent, per month

  • Enterprise

    For agents with real authority over money, data or customers.

    400inspections
    Audits/Reports per month
    8
    Agents
    Up to 3
    Audited byiFixAiIncluded

    Per agent, per month

  • Agentic Enterprise

    For teams running more than three agents.

    400inspections
    Audits/Reports per month
    Your call
    Agents
    4 and up
    Audited byiFixAiIncluded

    Custom quote

Audits and reports are per agent, and every agent you add costs less than the first. Every package audits the agent you already run, over its endpoint, and returns an audit report with the proof.

FreeOpen sourceAvailable now

The open-source engine, self-hosted with your own model keys: 60 inspections and community support, free forever.

Run It Today
Your move

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