The AI SI partner
that understands your industry
STAGE designs, builds and operates AI systems for manufacturing, finance and the public sector — from requirements and architecture to deployment and long-term operations. Domain understanding first, engineering that ships to production.
One team, from model to production system.
We don't stop at a proof of concept. STAGE takes AI from data and architecture through integration, deployment and the operations that keep it running in the field.
AI Solution Engineering
Forecasting, anomaly detection, computer vision and generative AI (LLM · RAG) — built on your own data, evaluated against clear metrics, and deployed into live workflows.
- Forecasting & anomaly detection
- LLM / RAG assistants with source grounding
- MLOps: training, deployment, monitoring
Systems Integration
Full-lifecycle SI: requirements analysis, solution architecture, backend and web development, legacy and on-premise integration — delivered as a system your team can run.
- Solution & data architecture
- Backend · API · database
- Web apps · admin consoles · dashboards
Data & DX Consulting
We turn scattered data into a governed asset and automate the work around it — building the foundation that makes AI adoption measurable, not experimental.
- Data standardization & pipelines
- Workflow & process automation
- AI adoption roadmap & enablement
A disciplined path from problem to production.
Every engagement follows the same methodology — so scope, risk and outcomes are clear from day one.
Discover & define
We study the field and the data together, then define the problem, success metrics and constraints before writing a line of code.
Architect & validate
We design the solution architecture and validate the core hypothesis with a focused proof of concept — de-risking the build early.
Build & integrate
We develop and integrate into your live systems, with security, access control and observability designed in from the start.
Operate & improve
We stabilize, measure impact and iterate — handing over a system your team owns, with the option of continued operations.
The same discipline, adapted to your domain.
Domain understanding is what turns a model into a working system. These are the sectors where our teams work day to day.
Proven by delivered work.
Systems and products we've designed and shipped across industries. Explore the full portfolio.
Have a problem worth solving?
Tell us the outcome you're after. A team that understands your industry and your data will scope it with you — no obligation.
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