Building resilient, data-driven, and intelligent operation
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Self-learning ML, DL and forecasting models that continuously improve performance
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Enabling organizations to achieve computational freedom
Start Your Digital JourneyFactories generate massive amounts of data. The real problem is what happens next.
Production data trapped in silos
Quality and safety issues detected too late
Visual inspection varies by operator
AI pilots that never scale
Planning driven by assumptions
The result? Higher costs. Lower yields. Wasted energy. Decisions made after the damage is done.
We don't stop at insights. We build, deploy, and operate advanced AI models that continuously optimize plant performance.
Prescriptive ML, not descriptive dashboards
Forecasting models, not gut feel
Closed-loop optimization, not one-time analysis
From data → models → decisions → measurable impact
From foundation to intelligent operations
Digital transformation isn't a single project. It's a capability built over time — with measurable value at every stage.
Real-Time Manufacturing Data Historian
✓ A single, trusted source of plant truth
Agentic Process Control Platform
✓ Lower costs. Stable processes. Predictable performance
Vision Analytics for Quality & Safety
✓ Fewer defects. Safer operations. Reduced risk
Enterprise-Grade GPT for Industrial Decisions
✓ Faster answers. Clear decisions. Less dependency
These outcomes are supported by real-time insights, structured decision frameworks, and deep integration of IT-OT environments.
A practical journey to digital transformation excellence
All transformation phases radiate from a central capability building core that ensures training, governance, and adoption are embedded at every stage—creating a unified transformation ecosystem .
This is embedded from Day 1 — not bolted on at the end.
"Make it stick"
"Let's understand where you are before we touch anything."
Assess systems, data, and people → define a clear transformation roadmap.
"No data, no intelligence."
INV-Pipes
Build a reliable IIoT data foundation and a single source of plant truth.
"Fix what's broken before adding fancy AI."
INV-APC • INV-Vision
Optimize yield, energy, cost, quality, and safety using closed-loop models and vision analytics.
"The factory doesn't live alone."
INV-APC • INV-Monk
Connect ERP, inventory, logistics, and pricing for predictive planning and better decisions.
"Now AI actually makes sense."
INV-APC • INV-Monk
Prescriptive analytics, forecasting, RCA, and AI assistants embedded into operations.