Computer Vision and Visual Inspection Systems
Defect detection and site monitoring at line rate
- ONNX
- TensorRT
- GigE Vision
- Edge inference
- Active learning
Industry
Construction & Infrastructure Delivery
Schedule, cost, and what is actually built on site, reconciled against one model.
A large project is a distributed system with almost no telemetry. The schedule lives in one tool, the model in another, procurement in a third, and the site itself reports once a week in a meeting. We build the data platform that reconciles them, the vision systems that read progress from the site directly, and the forecasting that says which slip actually threatens the critical path.
What we see
- Progress reported by exception, weeks after the work was done or was not done
- Schedule, model, procurement, and cost data that never reconcile to one number
- Drawings and contract documents nobody can query on the day a claim lands
What we bring
Forecasting and Decision Intelligence
Forecasts, anomalies, and optimizers that end in a decision
- Probabilistic forecasting
- MILP
- Backtesting
- Drift detection
- Scenario simulation
Data Platforms and Streaming Analytics
Lakehouse and stream processing with sub-second freshness
- Apache Iceberg
- Flink
- CDC
- dbt
- Parquet
- Lineage
Document and Knowledge Intelligence
Retrieval that cites its source, across contracts, drawings, and archives
- RAG
- OCR
- Hybrid retrieval
- Re-ranking
- pgvector
- Citations
Operator and Decision Interfaces
Front ends for systems where a wrong click has consequences
- WebGL
- WebSocket
- ISA-101
- Audit trail
- WCAG 2.2
Technology Consultation
A first read on the architecture, written by the engineer who would build it
- Architecture review
- Trade-off analysis
- Capacity modelling
- Reference architecture
How we help
What we bring to construction.
The systems this industry draws on, layer by layer.
01
Computer Vision Systems
Vision pipelines that run at the speed of the process they watch.
What we build02
Forecasting & Decision Intelligence
Systems that turn history into a decision rather than a dashboard.
What we build03
Data Platforms & Streaming
Data platforms built for freshness and lineage, not volume alone.
What we build04
Document Intelligence
Retrieval systems over document estates that were never designed to be queried.
What we build05
Operator Interfaces
Interfaces for people who operate complex systems under time pressure.
What we build06
Technology Consultation
Scoped engagements that produce a decision rather than a deck.
What we buildBring us the whole stack.
Tell us where latency is costing you, from the die to the data center to the control room. An architect replies with a first read of the problem, not a sales deck.