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Guardian AI
Custom AI models that watch your AI. They catch mistakes, fix bad outputs, and block threats — automatically, in under 400ms.
How It Works
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
PII Shield
Compliance
·
qwen3-4b-instruct
Calls
48,291
Pass Rate
94.6%
Corrections
2,173
Blocks
412
8 NHIs
128ms
Financial QA Guard
Finance
·
qwen3-4b-instruct
Calls
31,456
Pass Rate
93.4%
Corrections
1,887
Blocks
189
5 NHIs
142ms
Content Safety Net
Trust & Safety
·
qwen3-4b-instruct
Calls
67,823
Pass Rate
93.8%
Corrections
3,391
Blocks
814
12 NHIs
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
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
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
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
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
Governor Training History
—
Jan 15
v1.0
Initial training on HIPAA compliance corpus
78.2% pass rate
Feb 3
v1.1
Added PII detection patterns from production logs
84.7% pass rate
Feb 28
v1.2
TDG synthetic scenarios expanded edge cases
89.1% pass rate
Mar 14
v1.3
Financial commitment policy nodes integrated
91.8% pass rate
Mar 29
v2.0
LoRA adapter retrained with 10k forensic scenarios
94.6% pass rate
Apr 5
v2.1
Cross-border PII rules for GDPR/CCPA alignment
96.2% pass rate
Governors That Get Smarter
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
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
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
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
POOR
NHI Posture
0%
▲ 3%
AWS IAM
24
Azure AD
18
GCP IAM
12
Kubernetes
31
Live Governance Feed
Policy Management
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
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.
Start free with 1,000 governance interactions. No credit card needed.
Trinitite
AI governance that catches mistakes, proves compliance, and shows the board what it saved—in dollars.
Product
Solutions
© 2026 Fiscus Flows, Inc. · All rights reserved
Accessibility
The Guardian Standard™