The gap
AI lives in the virtual world. Your problems are on the line.
The CitizenOps value loop
One platform. Every batch traced, seen, understood and optimised.
Each capability feeds the next. The data you capture today trains the recipe you run tomorrow — and every run makes the loop smarter.
Capture → See → Act → Understand → Optimise → back to the line
How it works
From raw plant data to a trusted recipe in four steps.
Upload
Process data plus SOPs and manuals — so recommendations reflect how your process actually runs.
Check data readiness
Gaps, outliers and variance flagged instantly, with what to fix — bad data never drives a decision.
Generate the recipe
One click. Built-in ML models return optimal operating ranges with confidence and rationale.
See the why
Drivers, anomaly diagnostics and an audit trail behind every recommendation.
Why CitizenOps.AI
Proven analytics. Built for the people who run the plant.
A rare expertise stack
Manufacturing depth, AI engineering, data science and product management in one team.
Cloud or on-prem
Hosted by us or inside your network — data stays where your IT policy needs it.
Adoption that sustains
Recipe generation becomes a step in the SOP, and visible results keep teams using it.
innovative implementation
Day-one impact
Pre-baked analytics for proven use cases — the product works from the first upload.
Operations-owned AI
Supervisors and process engineers run it themselves, with no dependency on a central digital team.
Instant recipe generation
React to a new raw-material lot or changing shift conditions in minutes, not weeks.
The AI repository
Industry-first, best-in-class use cases.
Industry-agnostic across automotive, chemicals, pharma, renewables, rubber and FMCG. Pick the outcome that matters most on your line.
For plant heads and CXOs
Implementing AI is a leadership decision, not just technology
Value delivery
- Better yield, throughput and quality
- Higher perceived enterprise value with AI adoption
- Data becomes the single source of truth for decisions
- Best practice benchmarked and scaled across plants
Governance
- Real-time plant and process visibility
- Exception-based alerts that focus on priorities
- Audit trails and compliance readiness
- Standard KPIs across plants and business units
Customer relations
- Alignment with Industry 4.0 expectations
- Traceability and analytics for OEMs
- Predictable, reliable quality assurance
- A stronger OTIF record that builds trust
Workforce
- Less dependency on a few key individuals
- Experience converted into reusable insight
- Knowledge kept when people move on
- Retains and attracts tech-savvy talent
About us
Democratising AI for the Shopfloor
Core philosophy
The people accountable for manufacturing outcomes should be empowered to operationalise AI.
Vision
Redefine industrial operations.
Putting practical, production-grade AI in the hands of the people who run manufacturing every day.
"The shopfloor operator is the AI user."
Mission
Democratize AI. Accelerate impact.
A scalable, deployment-ready platform enabling shopfloor teams and plant leaders to apply AI directly on production data — without specialised AI infrastructure or dedicated digital teams.
"From factory floor to boardroom — powered by AI."
The founders
Rare depth across operations, AI engineering and product.
Manufacturing depth + AI engineering + data science + product management = CitizenOps.AI.
Riya Chakravarty
Manufacturing & AI engineering
Ex-McKinsey Associate Partner with 10+ years leading digital transformation across automotive, chemicals and renewables. Led five WEF Lighthouse journeys in India, with deep expertise in AI and analytics for manufacturing.
Anhad Sood
Product management
Ex-Euronext, with 14+ years building and implementing digital software products for global MNCs, and deep expertise in SaaS.