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info@insilicodigital.com

01 — Studio at the edge of physical & digital

Transformingdata intodigital intelligence.

We engineer the connective tissue between machinery and meaning — digital twins, full-stack systems, advanced analytics and LLM-native workflows for the operations of tomorrow.

Disciplines
04
Combined Tenure
60+ yrs
Stack Layers
Edge → Cloud
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02 Philosophy

One world, two states — the physical & its instrumented twin.

We don’t bolt software onto factories.
We rewrite the relationship between matter & model.

I.Principle

Twin first

Every system we build mirrors a real one — closing the loop between sensor, model and actuator.

II.Principle

Production-grade

If it can’t survive a 3am page, it doesn’t ship. Reliability is the only honest metric.

III.Principle

Human in the loop

AI assists; operators decide. Our interfaces are calibrated for the people who keep the lights on.

03 — Services

Four practices,
one operating system.

Each service stands on its own; assembled together, they form a continuous loop from sensor to insight to action. Most of our engagements draw on two or three at once.

01

Digital Twin
Development

Sophisticated, real-time replicas of physical systems — the substrate for every other capability we build.

  • 01Real-time monitoring and visualization
  • 02Predictive maintenance and failure prevention
  • 03Process simulation and what-if scenarios
  • 04Performance analytics and KPI tracking
  • 05Integration with existing IIoT infrastructure
  • 06Custom dashboards and reporting interfaces
02

Full-Stack
Software

End-to-end platforms engineered for scale — from the database row to the pixel a plant manager taps at 2am.

  • 01Custom web and mobile applications
  • 02Responsive, system-grade frontend design
  • 03Scalable backend architecture and APIs
  • 04Database design and optimization
  • 05Cloud infrastructure setup and management
  • 06Continuous integration and deployment
03

Data
Analytics

Statistics and machine learning that turn telemetry into decisions — and decisions into measurable lift.

  • 01Advanced statistical analysis and modeling
  • 02Machine learning model development
  • 03Automated pattern recognition
  • 04Predictive analytics and forecasting
  • 05Custom metrics and KPI development
  • 06Interactive data visualization dashboards
04

LLM
Integration

Language models embedded into the workflows that already run your business — not parlour tricks, production.

  • 01Custom LLM application development
  • 02Integration with existing business processes
  • 03Automated document processing and analysis
  • 04Natural language interfaces and chatbots
  • 05Content generation and summarization
  • 06Intelligent search and recommendation systems
04 — Capabilities

The tech sheet.
No filler.

A practical inventory. We pick the simplest stack that holds — and replace it the moment the workload outgrows it.

Twin Technology

01
  • Real-time simulation
  • Predictive maintenance
  • Process optimization
  • Virtual commissioning
  • PLM & IIoT integration
  • MindSphere-class loops

AI / Machine Learning

02
  • Computer vision
  • Natural language processing
  • Predictive modeling
  • AutoML pipelines
  • MLOps & monitoring
  • Edge inference

Engineering

03
  • Distributed systems
  • Event streaming (Kafka, Queues)
  • Postgres, Neon, Redis
  • Next.js · TypeScript · Python
  • Kubernetes & Fluid Compute
  • Observability by default
Digital TwinsPredictive MaintenanceComputer VisionMLOpsLLM IntegrationIIoTProcess SimulationEdge InferenceClosed-loop OptimizationAutoMLForecastingNatural Language InterfacesDigital TwinsPredictive MaintenanceComputer VisionMLOpsLLM IntegrationIIoTProcess SimulationEdge InferenceClosed-loop OptimizationAutoMLForecastingNatural Language Interfaces
05 — Studio

Three practices.
One studio.

Founded by industry leaders who’d worked the same problem from three sides — operations, intelligence, software. INSILICO is the seam where those disciplines meet.

M
01 / 03

Manufacturing Operations

Operations.

Twenty years on the factory floor and in the cloud — pioneered MindSphere closed-loop digital twins, led digitalization across Fortune 500 plants, deep PLM and IIoT.

  • Industrial automation
  • PLM
  • IIoT
  • Closed-loop twins
A
02 / 03

ML / AI Research

Intelligence.

Computer vision and ML applied where the stakes are real — high-accuracy medical diagnostics, MLOps, AutoML — translated into industrial-grade systems.

  • Computer vision
  • MLOps
  • AutoML
  • Diagnostics
S
03 / 03

Software Engineering

Substrate.

Enterprise platforms built to last — scalable application architecture, cloud infrastructure, fintech-grade reliability across years of production load.

  • Architecture
  • Cloud-native
  • Fintech-grade
  • Reliability
06 — Begin

Let’s build
something real.

Tell us what you’re trying to make true. We’ll come back with a sketch, a stack, and a number.

Engagements
Discovery → MVP → Scale
Industries
Manufacturing · Industrial · Enterprise
Geography
United States · Remote-first
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