AI and SI capability,
delivered to production
From model development to systems integration and operations — STAGE owns the engagement from first requirement to a running system.
AI Solution Engineering
We take AI from research to a running feature. Every model is trained on your data, evaluated against explicit metrics, and integrated where the work actually happens.
- Time-series forecasting — demand, load, equipment
- Anomaly detection — quality, fault, predictive maintenance
- Generative AI — LLM · RAG · internal assistants with source grounding
- Computer vision · OCR · document understanding
Systems Integration
Full-lifecycle SI. We analyze requirements, design the architecture, build the system and integrate it with your existing stack — reliably and with a clear handover.
- Requirements analysis & solution architecture
- Backend · API · database engineering
- Web applications, admin consoles & dashboards
- Legacy integration · on-premise & private-cloud deployment
Data Engineering
AI is only as good as the data beneath it. We build the pipelines, standards and governance that turn raw data into a dependable foundation.
- Data collection · ETL / ELT pipelines
- Data standardization · quality & governance
- MLOps — deployment, monitoring, retraining
- BI & analytics dashboards
DX & Automation Consulting
The goal is measurable outcomes, not tool adoption. We diagnose the workflow, automate the repetitive work, and set a roadmap your team can execute.
- Business process diagnosis & prioritization
- RPA & workflow automation
- AI adoption roadmap & governance
- Team enablement · operational stabilization
How we deliver
Discover & define
Study the field and the data, then define the real problem, success metrics and constraints.
Architect & validate
Design the architecture and validate the core hypothesis with a focused proof of concept.
Build & integrate
Develop and integrate into live systems, with security and observability built in.
Operate & improve
Stabilize, measure impact and iterate — with a clean handover to your team.