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Platform & Agents

From requirements to production - orchestrated, governed, continuous

Not just AI-assisted coding. A fully orchestrated enterprise AI system where specialized agents hand off work across the entire software development lifecycle.

SDLC Automation

Four agents, one continuous pipeline

Sanciti agents orchestrate the flow from application mining through production-ready delivery bundles.

1

Sanciti RGEN

Application Mining · Reverse Engineer

  • Business & system requirements
  • Dependencies & traceability
  • Test cases & user stories
2

Sanciti CodeGen

Feature Development · AI Code Generation

  • 80–90% completed code
  • NIST / OWASP compliant
  • Backend, frontend, DB & APIs
3

Sanciti TestAI

Autonomous Test Generation

  • Test execution & defect logs
  • Metrics & traceability
  • Self-healing tests
4

Sanciti Deploy

Modernization Orchestration

  • Production-ready package
  • Containerized deployment
  • Deployment scripts
Sanciti LEGMOD

The orchestrator for end-to-end legacy modernization

LegMod plans the modernization wave, then delegates execution to RGEN, CodeGen, and TestAI - with continuous human and governance oversight.

50% lower modernization cost Risk-managed waves Human-in-the-loop governance Audit-grade traceability
P

Portfolio Analyzer

Cost-benefit, impact analysis & wave planning across the portfolio

R

RGEN

Reverse-engineers legacy code → as-is model, requirements, dependencies

C

CodeGen

New architecture-aligned code, modern stacks, secure by default

T

TestAI

Validates the modernized application end to end with autonomous tests

Concise Summary

Executive overview with key requirements, decisions, action items

Structured BRD

Converts to a Business Requirements Document

Jira-Ready Stories

Epics, user stories, acceptance criteria

SDLC Traceability

End-to-end requirement tracking through the lifecycle

Sanciti RGEN

Requirements engineering from code, documents, and meetings

Ingest legacy code, documents, meeting minutes, and Jira stories - extract explicit and implicit requirements with source content, auto-classify them, and map to projects and stakeholders.

Up to 60% faster requirements capture Single source of truth Requirement dashboard
Sanciti CodeGen

Production-ready code, secure by default, story-aligned

Iterative generation and evaluation delivers 90% complete, best-in-class code from RGEN output, application metadata, and your tech-stack alignment.

  • Backend - Spring Boot, Node, .NET
  • Frontend - React, Angular, Vue
  • Database objects - DDL, migrations, seeds
  • API collections - OpenAPI, Postman, gRPC
  • Deployment scripts - Docker, Helm, IaC

Story Coverage Verification

Every story mapped to generated code

OWASP / NIST Quality Score

Security scored on generation

SAST + SCA Pipelines

Static & dependency scanning built in

Human Review Gates

No output finalized without approval

AI Test Cases

Functional, integration, regression, performance

Autonomous Execution

Plugs into existing CI/CD pipelines

Smart Analysis

Risk-based test prioritization

Continuous Learning

Self-healing tests adapt to every release

Sanciti TestAI

AI-generated test cases, autonomous execution, continuous learning

Generates functional, regression, performance, and security test scripts aligned to OWASP Top 10 - reaching 90%+ unit test coverage and reducing production defects.

90%+ coverage Self-healing tests 30–50% faster QA cycles
Architecture

Guardrails-enforced security & AI governance

Every prompt and response - to any model, internal or external - passes through Sanciti's built-in guardrails. This is the layer GitHub Copilot does not have.

Private VPC Deployment

Runs in your AWS or Azure private VPC. Remote desktop, IDE, and desktop app access for developers.

Orchestration Layer

RAG, workflows, RBAC, and IDE integration - powered by Milvus and PostgreSQL.

Model Gateway

AWS Bedrock / Azure Foundry gateway to Anthropic Claude, GPT, Llama, Titan, Mistral & Cohere.

Our differentiator - safe external-LLM use. Guardrails enforce PII/PHI protection, policy, and audit against EU AI Act, NIST AI RMF, and differential privacy - with full RBAC and lineage - before any payload reaches any model.
AI Governance

Defense-in-depth controls across every interaction

Data Governance

Classify · Redact · Protect. PII/PHI detected and redacted before any payload leaves - regardless of LLM chosen.

Security Pipeline

SAST · SCA · LLM Scan. Four independent security layers before code reaches the developer.

Human Oversight

Review gates & approvals. No AI output finalized without explicit human approval and escalation paths.

Secure Agent (MCP)

Deny-by-default commands, repo scoping, zero production connectivity, human gate before any merge.

Audit & Traceability

Full lineage. Every interaction and requirement traced to source.

AI Risk Management

Formal risk register reviewed quarterly. NIST AI RMF aligned for compliance teams.

Compliance Posture

GDPR · ISO 42001 · CCPA. Mapped controls with continuous compliance monitoring.

Runtime Monitoring

Observability. Model QA against golden datasets. Drift detection, latency & quality SLOs.

The Differentiator

A fully orchestrated enterprise AI system

LLM-Agnostic Core

Swap models (Claude, Llama, GPT, Gemini) per task. No vendor lock-in.

Secure Deployment

Zero-export architecture. Data never leaves enterprise boundaries. PII/PHI protected.

E2E Orchestration

Integrated pipeline RGEN → CodeGen → TestAI. 85–95% automated coverage.

Deep Integration

Native pulls from GitHub, GitLab, JIRA, SharePoint for grounded context.

Organization Memory

Continuously learns from internal repositories - compounding ROI.

Modernization Workflows

Technology-specific workflows accelerate the modernization journey.

Business Impact

Measured outcomes across IT and the business

40–50%
Reduction in dev effort / cost
25–35%
Faster time-to-market
50%
Lower legacy modernization cost
90%+
Automated test coverage

IT Value Delivered

  • High code quality and enforced standards / compliance
  • Reduced technical debt and security vulnerabilities
  • Legacy modernization at 50% lower cost
  • Built-in audit and traceability across the SDLC

Business Value Delivered

  • Improved customer retention through faster feature delivery
  • Faster employee onboarding and knowledge retention
  • Better business process visibility and decision making
  • Faster requirement-to-quote cycle
Case Studies

Selected outcomes across automotive, healthcare, and finance

Automotive OEM

Built end-to-end SDLC automation - a modern, centralized tool replacing manual Excel-based diagnostic planning to improve cross-team visibility.

50% less delivery effort25% faster TTM90% coverage
Healthcare Payer · LegMod

Reverse-engineered and modernized a monolithic Java platform into scalable microservices.

$5M annual savings40% lower dev cost95%+ coverage
Financial Services · TestAI

Built complete test cases, automation and performance scripts, reaching over 98% test coverage and reducing defects leaving the test environment.

98%+ coverageFaster releases
Financial Services · LegMod

Secured and modernized a large legacy Java financial application with CVE remediation and library upgrades.

Lower security riskReduced tech debt
Tier-1 Auto Supplier

Generative AI HR learning tool with SharePoint document and video ingestion - centralized HR knowledge with AI-driven discovery.

Centralized knowledgeFaster discovery
Healthcare Payer · Portfolio

LegMod portfolio analysis to plan modernization waves across legacy applications with clear cost visibility.

Cost visibilityPhased wavesRoadmap
Deployment Model

Sign in with corporate identity. We run the platform.

Hosted by V2Soft as a single-tenant, secure SaaS platform - managed, monitored, and continuously updated.

Ready

No servers, no installs, no waiting. We run it, scale it, and patch it.

🔒

Enterprise Security

Your identity, your access policies, your audit - via SAML 2.0, OIDC, Okta, Azure AD.

Always Current

New agents and models with zero upgrade projects. Zero infrastructure burden.

Get Started

Secure. Scalable. Smart. Automated with agents.

LLM-agnostic and trained on your standards. See how Sanciti AI transforms your entire software lifecycle.

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Sanciti AI
Full Stack SDLC Platform

Full-service framework including:

Sanciti RGEN

Generates Requirements, Use cases, from code base.

Sanciti TestAI

Generates Automation and Performance scripts.

Sanciti AI CVAM

Code vulnerability assessment & Mitigation.

Sanciti AI PSAM

Production support & maintenance, Ticket analysis & reporting, Log monitoring analysis & reporting.

Sanciti AI LEGMOD

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.

Why teams choose SancitiAl: