AI Governance
AI agents that write code and prepare releases need firm rules around them. Sanciti AI builds those rules in from the start. Anything sensitive gets redacted before it leaves, and nothing is final until a person has signed off. Generated code goes through four layers of checks along the way.
Governance controls built into the platform
Requirements traceability
Test coverage
Independent security layers
Why It Matters
Sanciti AI agents work on requirements, code, tests and release packages, which is most of the pipeline. Speed is the benefit. The catch is that a wrong assumption early on travels down the line, and the later it’s found, the more it costs to fix.
The agents do the actual work, so checks belong at each handoff and not only at the final review.
You want the best model for the job without handing over customer data. Sanciti AI redacts PII and PHI before a payload leaves.
How It Works
Follow a single change through Sanciti AI and you can see where each control steps in.
RGEN reads the existing system and pulls out requirements, use cases and dependencies. Each one keeps its traceability, so later steps can point back to where it came from.
Before anything reaches a model, the guardrails classify the data and redact PII and PHI. Every prompt and response, to any model, goes through them, and policy and audit are enforced at that point.
LEGMOD orchestrates RGEN, CodeGen, TestAI, Deploy and PSAM, and the Secure Agent (MCP) keeps its access tightly locked down.
CodeGen output goes through SAST, SCA and an LLM scan before anyone reviews it.
Nothing the AI produces is final until a person approves it. RGEN, CodeGen, TestAI and Deploy hand their output to review gates, with a route to escalate anything that looks off. A human gate sits right before any merge.
Deploy packages come with rollback plans, compliance documentation and the audit trail regulated industries ask for. Every artifact can be traced back through the earlier stages.
After go-live, PSAM sorts the incoming production issues and sends each ticket to whoever owns it. It also matches known resolutions and drafts responses.
Security
Governance means little if the security underneath it is weak. Sanciti AI protects the data first, limits what the agents can do, and checks the code from four directions.
Security Pipeline
Code goes through SAST, SCA, an LLM scan and finally a human gate. Each catches problems the others can miss, which is the reason for having four. Anything found is fixed or escalated before the code goes further.
Traceability and Observability
Every artifact from RGEN, CodeGen, TestAI and Deploy can be traced back to the requirement behind it. Admins can monitor usage, tokens and response times across the platform.
RGEN links each requirement to its stories and deliverables. CodeGen, TestAI and Deploy keep their output tied to it, and every edit leaves a version behind.
Always On
Some controls don’t belong to a single step. They stay on from the first requirement through to production support.
Framework Alignment
Your risk and compliance teams already work from these standards. Mapping the controls to them cuts down the back-and-forth in security reviews and vendor questionnaires.
Sanciti AI’s risk approach follows it, with a formal risk register that gets reviewed each quarter.
Scope and details are on the Certifications page.
Industries
Any prompt, from any team or agent, goes through the same guardrails, so one set of rules covers the whole organization.
In the demo we run a real pipeline while you watch. You’ll see sensitive data get redacted, code get scanned, an approval happen and the audit trail fill in. If you’ve got a use case, bring it along.
Full-service framework including:
Generates Requirements, Use cases, from code base.
Generates Automation and Performance scripts.
Code vulnerability assessment & Mitigation.
Production support & maintenance, Ticket analysis & reporting, Log monitoring analysis & reporting.
AI-Powered Legacy Modernization That
Accelerates, Secures, and Scales
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See how Sanciti Al can transform your App Dev & Testing
SancitiAl is the leading generative Al framework that incorporates code generation, testing automation, document generation, reverse engineering, with flexibility and scalability.
This leading Gen-Al framework is smarter, faster and more agile than competitors.
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