Hallucination & reliability
Detect whether the AI invents facts, fabricates sources, overstates confidence or gives inconsistent answers.
We test the system externally in critical scenarios, record its responses and deliver a verifiable report so you can decide based on evidence.

Trusted by teams that buy, approve and deploy AI
Before approving an AI system, corporate teams need to understand how it was tested, what it answered in critical scenarios, what risks were found, who reviewed the findings and whether the decision can be defended later.
Most evaluations still rely on demos, questionnaires, screenshots, PDFs, spreadsheets or internal logs. That may be enough for an initial review. It is not enough when a decision is challenged by legal, compliance, an auditor, a regulator or an internal governance committee.
A fully managed AI testing service, designed to give your organization a complete, defensible evaluation — without rebuilding what already works.
TimeLockAI Evidence integrates with the leading AI infrastructure and evaluation providers, coordinating tests, results and evidence across the stack. Your team keeps the tools they trust. We handle the methodology, execution and verifiable record.





TimeLockAI Evidence is not another AI testing tool.
It is the orchestration layer that selects the right tests, applies the right methodology and turns AI evaluation results into independently verifiable evidence.
AI teams already have testing, evaluation and monitoring tools. What they lack is a defensible way to prove which tests were run, why they were selected, what the AI produced, what risks were found and who reviewed them.
The right test for each use case, sector, risk and AI system.
Audit-ready playbooks for procurement, reliability, safety, regulated decisions, human review and vendor trust.
A common structure for outputs from different testing tools.
Findings structured by severity, criterion, evidence, reviewer and verification status.
Validation and accountability beyond automated scanning.
Portable evidence that third parties can independently verify.

Detect whether the AI invents facts, fabricates sources, overstates confidence or gives inconsistent answers.
Test how the system responds to harmful instructions, policy bypass attempts, manipulated prompts and risky edge cases.
Assess whether the AI produces discriminatory outputs, influences decisions about people or fails to preserve human oversight.
Check whether the system may expose sensitive data, reveal confidential information or mishandle internal data.
We define the AI system, use case, workflows, data sensitivity, risk level and assessment objectives.
We create test scenarios adapted to the use case and risk profile.
Tests are executed, assisted by our team or through controlled automated workflows.
Outputs are analyzed, classified by risk and reviewed by humans when needed.
Critical prompts, outputs, findings and approvals are preserved as verifiable evidence packages.
Your organization receives an executive report, evidence timeline and verification-ready documentation.
Observability tools help monitor systems. AI governance platforms help manage policies, inventories and workflows. Consulting firms usually deliver analysis, recommendations and reports. TimeLockAI Evidence focuses on a different problem: proving what happened during AI testing.
A premium service for organizations evaluating AI before purchase, deployment or expansion into sensitive workflows.
Final scope depends on the AI system, use case, deployment context, risk level, number of workflows, number of vendors and evidence requirements.
Start Assessment and understand how TimeLockAI Evidence can help your organization evaluate AI systems with verifiable proof of the results.