THE VERIFICATION LAYER FOR AGENT DATA

Give every answer
a reason to be trusted.

TRUVARA helps intelligent agents find reliable sources, verify what they receive, and understand exactly how much confidence to place in every piece of data.

verified
Web
API
Docs
DB
Feed
confidence
0.98
01 / why truvara

Fast answers are not enough.

AI agents can retrieve information in seconds. The problem is knowing whether that information deserves to be trusted.

01

Without Truvara

Fast, but difficult to verify.
Unverified claims
Unknown or unclear sources
No measurable confidence
Difficult to audit
Manual verification

Truvara adds a verification layer between raw information and the answers agents deliver.

02 / product

Data should come with proof.

AI agents can move fast, but speed means little when the information behind an answer cannot be verified.

01

Verify

Check claims against reliable sources.

02

Trace

Understand where every important piece of information came from.

03

Score

Measure how much confidence the system should place in the result.

03 / process

How TRUVARA works.

A fixed sequence, every time a claim needs an answer it can stand behind.

01

Receive

An agent sends a claim or data point.

02

Discover

TRUVARA identifies relevant sources.

03

Verify

The system compares information across sources.

04

Score

TRUVARA calculates a confidence score.

05

Return

The agent receives verified data with provenance.

04 / demo

See a claim get verified.

Claim
"The current price of Product X is $299."
Sources checked
Source A✓ VERIFIED
Source B✓ VERIFIED
Source C✓ VERIFIED
Source D✓ VERIFIED
Confidence
0.98
Highly reliable
2 min agoLast verified
4 of 4Sources checked
AvailableProvenance
● STATUS: VERIFIED
05 / verification

See why a claim can be trusted.

Every verification returns more than a yes or no. Truvara shows the sources, evidence, confidence, and provenance behind the result.

Verification detail VERIFIED
ID: tv_8f29a1 Verified 2 min ago
Claim

"The current price of Product X is $299."

Submitted by
Research Agent
Sources checked
Official product page Primary source
✓ VERIFIED 2 min ago
Authorized retailer Retail listing
✓ VERIFIED 2 min ago
Product database Structured data
✓ VERIFIED 3 min ago
Market reference Comparative reference
✓ VERIFIED 3 min ago
Source agreement
Source A
$299
Source B
$299
Source C
$299
Source D
$299
4 / 4 sources agree
Verification result
iConfidence reflects how strongly available evidence supports this claim — not a guarantee of correctness.
VERIFIED
98%
Highly reliable

The claim is supported by multiple independent sources with consistent information.

Provenance
1Claim
2Source discovery
34 sources checked
4Cross-source verification
5Confidence calculated
6Verified result
Sources
4
Confidence
0.98
Last verified
2 min ago
Provenance
Available
Why the score matters

Confidence is context, not certainty.

Truvara gives agents a measurable signal about how strongly available evidence supports a claim, making uncertainty easier to inspect before an answer is returned.

06 / integration

Add verification to the systems you already have.

Truvara sits between your agent and the information it returns, adding verification, confidence, and provenance without requiring you to rebuild your workflow.

Input

Your Agent

Sends a claim or data point that needs verification.

Verify

Truvara API

Receives the claim and starts the verification workflow.

Sources

Source Discovery

Finds relevant sources for the claim.

Check

Verification

Compares available information and checks consistency.

Score

Confidence

Produces a measurable confidence signal.

0.98
Output

Verified Response

Returns the result together with provenance and verification context.

// verify.js const result = await truvara.verify({ claim: "Product X costs $299", sources: [ "source-a.com", "source-b.com" ] });
Response

{
  "verified": true,
  "confidence": 0.98,
  "sources": 4,
  "provenance": true
}

One API call. A verification layer between your agent and the answer.

01

Drop in

Connect Truvara to an existing agent workflow without replacing the system around it.

02

Inspect

Receive source information, verification results, confidence, and provenance.

03

Scale

Move from prototypes to production workflows as verification volume grows.

07 / comparison

The difference is what happens before the answer.

Agents can retrieve information quickly. Truvara adds the verification layer that helps determine whether that information is supported, traceable, and worth trusting.

Without Truvara

Fast answers. Limited visibility.

01

Unverified claims

Information can be returned without a clear verification layer.

02

Unknown sources

It may be difficult to understand where important information came from.

03

No confidence signal

The system may return an answer without showing how strongly the evidence supports it.

04

Manual checking

Teams may need to inspect important claims manually.

05

Difficult to audit

Tracing how an answer was produced can become difficult.

From uncertain answers to inspectable results.

Truvara does not replace the agent. It adds the layer that makes important information easier to verify and understand.

Product interface · illustrative example values
12,482
Verified claims
98.4%
Avg. confidence
1,284
Sources
42
Flagged
08 / developers

Built for the systems behind the agents.

Add verification to existing agent workflows without rebuilding the systems around them.

// verify.js const verified = await truvara.verify({ claim: "Product X costs $299", sources: [ "source-a.com", "source-b.com" ] }); console.log(verified.confidence);
Response

{
  "verified": true,
  "confidence": 0.98,
  "sources": 4,
  "provenance": true
}
09 / use cases

Wherever agents give an answer, someone needs to check it.

Research agents

Verify facts before returning research.

Shopping agents

Validate product prices, availability, and specifications.

Financial agents

Add transparency and source context to financial information.

Enterprise agents

Make automated decisions easier to inspect and audit.

Support agents

Reduce answers based on outdated or unsupported information.

Data pipelines

Attach provenance and confidence to important data.

10 / dashboard

One place to watch what your agents trust.

Overview Verifications Sources Confidence Provenance API Settings
12,482
Verified claims
98.4%
Average confidence
1,284
Sources
42
Flagged claims
Verification activity
Confidence distribution
11 / provenance

Know where every answer came from.

Agent claim
Source discovery
Source A
Source B
Source C
Verification
Confidence score
Verified result
12 / security & trust

Nothing here promises certainty.

01
Source transparency
02
Verification history
03
Data provenance
04
Confidence scoring
05
Audit trails
06
Developer controls

Built to make agent data easier to inspect, verify, and trust.

13 / status

Built to be visible when it matters.

Verification infrastructure should be observable. Truvara surfaces system health, verification activity, and operational signals in one place.

TRUVARA SYSTEM STATUS
ALL SYSTEMS OPERATIONAL
Last updated 2 min ago · Static preview data
  • Verification API
    Handles claim verification requests.
    99.98% Operational
  • Source Discovery
    Discovers relevant sources for verification workflows.
    Healthy Operational
  • Confidence Engine
    Generates confidence signals from available evidence.
    99.95% Operational
  • Provenance
    Maintains source and verification context.
    Healthy Operational
  • Dashboard
    Provides visibility into verification activity.
    99.99% Operational
VERIFICATION ACTIVITY
Interface preview values, not production usage
12,482
Claims verified
1,284
Sources checked
98.4%
Avg. confidence
42
Flagged
13:42Verification API Operational
13:40Source Discovery Operational
13:37Provenance Operational
13:31Confidence Engine Operational
TRANSPARENCY MATTERS

When verification infrastructure changes or becomes unavailable, teams should be able to understand what happened and where it affects their workflow.

View status details ↗
14 / pricing

Start free. Scale when your agents do.

Developer
For experimenting and building prototypes.
$0/mo
  • — 500 verifications / month
  • — Static demo API access
  • — Community support
Request access
Enterprise
For organizations requiring advanced controls and scale.
Custom
  • — Unlimited verifications
  • — Dedicated infrastructure
  • — SLA & audit controls
Talk to sales
15 / faq

Questions worth answering.

A few things to know about how Truvara verifies, scores, and traces information for AI agents.

Claim
Sources
Verification
Confidence
Provenance

Truvara is a verification layer for agent data. It helps agents check claims against available sources, understand where information came from, and attach a measurable confidence signal to important results.

No. Truvara is designed to work alongside existing agent systems. Your agent can send a claim to Truvara, receive verification results and provenance, and continue using the result inside its existing workflow.

Truvara receives a claim, discovers relevant sources, compares available information, evaluates the supporting evidence, calculates a confidence signal, and returns the result with provenance.

A confidence score is a measurable signal representing how strongly the available evidence supports a claim. It is intended to communicate the strength of the evidence, not guarantee that a result is absolutely correct.

Yes. Truvara is designed around provenance, allowing important information to be connected to the sources and verification steps behind the result.

No system should promise absolute certainty. Truvara is designed to make evidence, uncertainty, and verification context more visible so teams can make better-informed decisions.

Yes. Truvara is designed as an infrastructure layer that can sit between an agent and the information it returns. The API workflow can be integrated into existing agent systems without requiring the entire workflow to be rebuilt.

Truvara can support workflows such as research agents, shopping agents, financial agents, enterprise agents, support agents, and data pipelines where source transparency and verification are important.

The landing page currently presents the API as a product concept and interface preview. API availability, documentation, limits, and production capabilities should be updated when the actual Truvara API is ready.

Truvara is designed with enterprise-oriented capabilities such as provenance, verification history, audit trails, developer controls, and scalable verification workflows. Specific enterprise availability and infrastructure should be confirmed when those capabilities are officially launched.

Still have questions? Talk to the team ↗

Make your agents easier to trust.

Give every important piece of data a source, a score, and a reason.

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Build with
trusted data.

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