NEW: New Research: AI Agents and Algorithmic Redlining

Read Now

Trinitite

PricingResearchBlog

Guardian AI

Your AI has a guardian now.

Custom AI models that watch your AI. They catch mistakes, fix bad outputs, and block threats — automatically, in under 400ms.

How It Works

Three Steps. Every Output.

01

AI creates output

Your AI model generates a response, writes code, or takes an action.

02

Guardian evaluates

A custom-trained Governor checks the output against your policies in under 400ms.

03

Pass, fix, or block

Safe outputs pass. Fixable mistakes get corrected. Dangerous outputs are blocked.

Live Demo

See Governors in Action

PII Shield

ready

Compliance

·

qwen3-4b-instruct

Calls

48,291

Pass Rate

94.6%

Corrections

2,173

Blocks

412

8 NHIs

output

128ms

Financial QA Guard

ready

Finance

·

qwen3-4b-instruct

Calls

31,456

Pass Rate

93.4%

Corrections

1,887

Blocks

189

5 NHIs

output

142ms

Content Safety Net

ready

Trust & Safety

·

qwen3-4b-instruct

Calls

67,823

Pass Rate

93.8%

Corrections

3,391

Blocks

814

12 NHIs

bidirectional

115ms

Auto-Correction Demo

PII Leak Prevention

Agent: customer-support-bot

Rule: HIPAA / PII Protection Policy

Original Output

Hello Jane! Your account #4821-7739 is linked to SSN 482-91-3847. Your balance is $12,450.00 and your last payment of $350 was on 03/15/2026.

Corrected Output

Hello Jane! Your account ending in 7739 is active. Your balance is $12,450.00 and your last payment of $350 was on 03/15/2026.

Violation detected — PII in output

Playground · Guardian

Scenario: PII

What's the customer's full account information?

Governance in Action

Bad outputs caught. Clean outputs delivered.

Every AI response passes through a Governor before it reaches your user. PII gets redacted. Unauthorized commitments get rewritten. Dangerous content gets blocked. Your customers see only compliant output — and you get the proof.

When the board asks “how do you know your AI isn't leaking data?” you can show them exactly what was caught, what was changed, and when.

Financial Proof

Every correction has a dollar value.

Each Governor tracks what it catches and what that would have cost. SSN exposure prevented: $5,000. Unauthorized refund blocked: $250. See per-Governor ROI, total liability shielded, and the trend over time — all in one view.

When finance asks “what does AI governance actually save us?” — you hand them a number, not a narrative.

Governor ROI

Customer Support Gov

Spend

$0/mo

Liability prevented

$0/mo

0.0x

ROI

Financial Ops Gov

Spend

$0/mo

Liability prevented

$0/mo

0.0x

ROI

Data Pipeline Gov

Spend

$0/mo

Liability prevented

$0/mo

0.0x

ROI

Total Portfolio ROI: $0 prevented / $0 spent = 0.0x

Capabilities

Built to Govern Any AI

Three Governance Modes

Every output gets a verdict: pass (safe), correct (rewritten to comply), or block (stopped). Other tools only block. We fix.

Custom Trained on Your Rules

Each Governor is trained on your policies, your edge cases, your compliance needs. It learns what matters to you — not generic rules.

Model Agnostic

Works with OpenAI, Anthropic, Google, open-source, or your own models. The Guardian checks the output, not who made it.

Sub-400ms Latency

Governors evaluate every output in under 400 milliseconds. Your users never feel it. Your compliance team always sees it.

GPU-Level Determinism

Enterprise

Same input, same result, every single time. Reproducible decisions you can show to auditors, regulators, and courts.

Policy Versioning

Pro

Every rule change is tracked with full history. See who changed what, when, and why. Roll back in one click.

Correction Diffs

When a Governor corrects an output, you see exactly what changed and why. A clear before-and-after, every time.

Test Suites

Enterprise

Validate Governors before they go live. Run test cases against new rules to make sure they work the way you expect.

3 Modes

Pass · Fix · Block

<400ms

Latency

100%

Coverage

47+

Governors

See the Full Picture

Map every governor, agent, and policy in one view.

Your AI governance isn't a flat list — it's a network. Governors protect agents. Policies feed governors. Non-human identities operate across both. The topology view maps every relationship so you can see structural vulnerabilities before they become incidents.

Identify single points of failure. Spot ungoverned agents. Understand which policy change affects which downstream systems — all before you make it.

Governance Topology

governor

agent

policy

nhi

PII ShieldFinancial G…Content Saf…support-botbilling-age…hr-assistantresearch-botHIPAA PolicyPCI-DSSContent Rul…svc-prod-01api-key-bil…

Governor Training History

Jan 15

INITIAL

v1.0

Initial training on HIPAA compliance corpus

78.2% pass rate

Feb 3

UPDATE

v1.1

Added PII detection patterns from production logs

84.7% pass rate

Feb 28

IMPROVED

v1.2

TDG synthetic scenarios expanded edge cases

89.1% pass rate

Mar 14

UPDATE

v1.3

Financial commitment policy nodes integrated

91.8% pass rate

Mar 29

IMPROVED

v2.0

LoRA adapter retrained with 10k forensic scenarios

94.6% pass rate

Apr 5

UPDATE

v2.1

Cross-border PII rules for GDPR/CCPA alignment

96.2% pass rate

Governors That Get Smarter

Every version tracked. Every improvement measurable.

Governors are small, specialized models (SLMs with LoRA adapters) purpose-built for your compliance context. They improve over time as your policies evolve, production incidents become regression tests, and synthetic training data expands edge case coverage.

Full version history means you can always see exactly which governor version was active at any point in time — critical for auditors and regulators who need to reconstruct past decisions.

The Dark Matter of AI Risk

Find every AI system operating outside your governance perimeter.

Shadow AI isn't just unauthorized tools — it's agents making thousands of API calls without any governance watching. The ungoverned risk scanner reveals AI activity happening outside any active governor: the endpoints nobody is monitoring, the agents nobody assigned.

You can't govern what you can't see. This is how you see it.

Scanning for ungoverned AI...

Test-Driven Governance

describe

generate

run

results

Describe the risk to test:

Test Before You Ship

CI/CD for your governance policies.

Describe a risk in plain English. The Scenario Factory generates up to 100 synthetic test cases. Run them against any governor to validate before deployment. Real production incidents become permanent regression tests with one click.

Policy changes never go to production without validation. This is governance testing as code — a test harness that can run in your CI pipeline.

Available on: Pro & Enterprise

Executive Intelligence

One screen. Every signal.

The Command Center gives CISOs and executives real-time situational awareness: your Agentic Risk Score, NHI posture, live governance feed, and emergency state — without digging through logs.

Command Center

Agentic Risk Score

0

POOR

NHI Posture

0%

▲ 3%

AWS IAM

24

Azure AD

18

GCP IAM

12

Kubernetes

31

Live Governance Feed

Policy Management

From draft to production with full audit trail.

Policies go through a structured workflow: Create → Ingest → Edit Nodes → Finalize → Activate. Every change is tracked with who changed what, when, and why. Roll back in one click. Test against your suite before activation.

Policy documents are decomposed into typed, machine-readable nodes with obligations, permissions, and prohibitions. Point at an existing compliance document and it's ingested automatically.

Policy lifecycle

Customer Support Governance Policy

Draft

Edit Nodes

12 nodes structured

Finalize

Test

94% pass (47/50)

Activate

v2.4 Live

Use Cases

What Customers Protect

PII Protection

Governors catch names, emails, phone numbers, and SSNs before they leave your system. Auto-redact or block — your choice.

Credential Leak Prevention

API keys, passwords, and tokens are caught and removed from AI outputs. No more secrets in chat responses or generated code.

Harmful Content Blocking

Block violent, hateful, or off-brand content before it reaches your users. Protect your brand and your customers.

Stop hoping your AI behaves. Know it does.

Start free with 1,000 governance interactions. No credit card needed.