Global AI Quality Systems

Your ambition.
Our innovation.

Engineered to endure

Chaitrishodaya designs, builds, and operates complete AI systems that turn ambition into production-ready reality — engineered for real-world scale, built to earn trust from day one.

Seven systems, one standard: built to be trusted, not just to work.

7
Production AI systems shipped
84%
Average cost reduction via model routing
5
AI-specific incident types monitored
Services

Complete AI solutions, from first architecture sketch to production

We design, build, and operate AI systems end to end — the same way we've built our own seven products, from full platforms to the quality architecture running underneath them.

01
AI System Architecture & Development

We design and build complete AI-powered platforms from the ground up — not prototypes, systems engineered to carry real production traffic.

  • End-to-end platform design
  • LLM & RAG pipeline engineering
  • Production deployment
02
Enterprise AI Integration

We connect AI into your existing systems and workflows, unifying data and intelligence across teams — the same pattern behind ZENTRAVIX.

  • Cross-system RAG integration
  • Role-based intelligence dashboards
  • Real-time data pipelines
03
AI Quality & Reliability Engineering

Evaluation, monitoring, and adversarial testing layers that keep production AI systems trustworthy — the discipline behind QAIP, AIMO, and BCT.

  • Automated test generation
  • Live incident monitoring
  • Adversarial robustness testing
04
AI Cost & Performance Optimization

Smart model routing and pipeline efficiency that cut cost without cutting quality — proven at an 84% reduction on our own systems.

  • Model routing strategy
  • Prompt & pipeline efficiency audit
  • Cost-to-quality benchmarking
05
AI Security & Compliance

AI systems fail in ways traditional software doesn't — prompt injection, data leakage, model exploitation. We build security around how AI actually gets attacked, not a generic checklist ported over from conventional software.

  • Prompt injection & adversarial defense
  • Secure AI infrastructure & access control
  • Data privacy & compliance auditing
  • Incident response planning
How We Work

A disciplined four-step engagement, every time

01
Audit
We trace your current pipeline end to end and find where evaluation and monitoring are missing.
02
Design
We propose the specific gates your system needs — not a generic checklist, your actual failure modes.
03
Build
We implement and integrate directly into your existing CI/CD and monitoring stack.
04
Verify
We stress-test the new gates with real adversarial cases before calling it done.
Philosophy

Evaluation scores lie by default. Architecture is how you catch it.

On one of our own systems, automated evaluation scored 94% while real-world compliance was 22.2% — a gap that would have reached real users if no one had gone looking for it. That's the moment this company was built to prevent, for every team we work with.

"The most dangerous AI failure is not the one that crashes. It is the one that looks healthy while being wrong."

WORKING PRINCIPLE BEHIND EVERY CHAITRISHODAYA ENGAGEMENT
Products

What we've built with this approach

Seven systems, running in production, each proving one piece of the gate architecture.

Live
ZENTRAVIX
Organisation Intelligence Platform

Integrates SCIP, ARIA, and QAIP into one enterprise intelligence layer — role-specific dashboards from CEO to junior developer, answering real questions from live org data via RAG.

3 systems unified · RAG-powered Q&A over live data
Next.jsLangGraphpgvector
Live demo ↗
Live
QAIP
QA Intelligent Platform

Points at any GitHub repo, scores risk, and generates real Playwright tests — getting smarter every sprint via RAG memory.

₹50 → ₹8 per run · 84% cost reduction
LangGraphpgvectorDeepEval
Live demo ↗
Live
SCIP
Supply Chain Intelligence Platform

Full supply chain platform — cost workflows, supplier risk scoring — proving one engineer can ship what used to need a team.

80+ endpoints · P0 bug caught pre-launch
Spring BootReact Native
Live demo ↗
Live
ARIA
Socratic AI Tutor, 35 languages

Never gives direct answers — guides through questions. Closed a 22.2%-to-100% real-world compliance gap.

94% eval vs. 22.2% real — closed
ChromaDBAdversarial Eval
Live demo ↗
Core
AIMO
AI Incident Monitoring

Watches every other system for five AI-specific failure modes — once caught a bug in itself, not just what it monitors.

5 incident types tracked in parallel
asyncioSHAP
Live demo ↗
Core
BCT
Behavioral Contract Testing

Tests an AI system's rules under graduated adversarial pressure — reports exactly where it breaks.

pip install bct-framework
PythonAdversarial Testing
Live demo ↗
Core
AIPQ
Prompt Quality CI Gate

Versions every prompt like code. Blocks deployment automatically if quality drops below threshold.

v2 scored 0.60 → auto-reverted to v1's 0.93
GitHub ActionsGolden Datasets
Live demo ↗
Building the eighth system
Have an AI system that needs this kind of architecture?

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Contact

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