Enterprises are moving into a new phase of automation.

Al agents are no longer experimental tools. They reason, make decisions, and act autonomously across platforms like:

Salesforce ServiceNow and other core enterprise systems.

The Opportunity is Significant

So is the risk

Provar TrustAI

The Trust Layer for 
the Agentic Enterprise

AI Quality Lifecycle Management

for Enterprise AI Agents

Provar TrustAI is built for this moment. It is the first enterprise platform designed to give technology leaders confidence that AI agents will behave predictably, securely, and in line with business and regulatory expectations — at scale.

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Why TrustAI Exists

The AI Confidence Gap

AI innovation is moving faster than enterprise trust.

While agents are increasingly embedded in real workflows — handling customer interactions, operational decisions, and cross-system processes — most organizations lack the mechanisms to truly understand, validate, and govern how those agents behave.

Existing quality, testing, and governance models were designed for deterministic software. They were never built to assure systems that reason, adapt, and change over time.

This has created a growing confidence gap:
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AI initiatives stall 
in pilots

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Risk accumulates quietly in production

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Agents are not trusted with high value use cases.

TrustAI

Introducing Provar TrustAI

Introducing Provar TrustAI

Provar TrustAI is the trust layer for the Agentic Enterprise.

It introduces a new discipline: AI Quality Lifecycle Management — a continuous approach to assuring AI agents from development through production.

TrustAI gives enterprises a single platform to:

  • Validate agent behavior before deployment and continuously in production after release
  • Detect drift, hallucinations, and unintended behavior early
  • Produce clear, auditable evidence for governance, risk, and compliance
  • Improve agent reliability and outcomes over time
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    This is not a point-in-time control.It is continuous assurance for AI systems that never stand still.
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  • Discover
  • Trust
  • Optimize

A Practical Framework for Enterprise AI Assurance

TrustAI provides a clear view of your Agent estate. It shows what each agent does, what data it touches and how it interacts across systems, channels and processes.

Technology leaders gain a single, reliable source of truth for their Agent landscape - replacing fragmented views and assumptions with clarity.

Trust is earned through proof, not promises.

TrustAI continuously tests and validates agent behavior before and after deployment. It verifies that agents act accurately, securely, and within defined boundaries as data, models, and systems evolve.

Risky behavior, including hallucinations, drift, or policy violations, is identified early, with explainable evidence that supports audit, compliance, and executive accountability.

As AI expands, quality must improve, not degrade.

TrustAI connects real-world production behavior back into testing and validation, creating a closed loop that strengthens agent performance, reliability, and outcomes over time.

This allows organizations to scale AI with control, rather than accumulating risk.

Built for Real-World Agentic Systems

TrustAI is designed specifically for non-deterministic, multi-agent, cross-platform environments where behavior changes and assurance must be continuous.



The platform is built on three core principles:

Deterministic testing through context engineering
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Continuous assurance across the full AI lifecycle
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Layered validation from individual agents to end-to-end enterprise workflows
This is enterprise-grade assurance for autonomous systems.

Provar TrustAI

Why Provar

Defining the Category, Backed by Experience

Provar is uniquely positioned to lead this shift.

For more than a decade, Provar has helped some of the world’s largest enterprises assure quality across complex, highly regulated platforms.

TrustAI builds on that foundation, extending Provar’s expertise into AI-driven environments where traditional testing no longer applies.

Unlike legacy QA tools, observability platforms, or platform-specific guardrails, TrustAI:

Operates across platforms, not in isolated silos

Validates AI reasoning and outcomes, not just interfaces or APIs

Produces explainable, auditable evidence suitable for boards 
and regulators

Provides continuous assurance in production, not only pre-release checks

This is why Provar is first to market with a true AI Quality Lifecycle Management platform.


TrustAI

Availability

Provar TrustAI is available for select enterprise customers.

General Availability is Planned for April 2026

This is the foundation of trust for the Agentic Enterprise.

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From Experimentation to Enterprise Confidence

Sign up for the pilot

program waitlist to get early access