The Factory
Productized data & ML delivery. Scoped. Priced. Shipped.
Not every engagement needs a six-month discovery phase. Factory sprints are structured, time-boxed builds with fixed scope and defined deliverables. Pick a line, kick off, get production-grade output.
How It Works
Refine
Scope the problem
Technical audit, requirements capture, architecture blueprint. You get a document, not a meeting.
Forge
Build the system
Engineering sprint. Pipelines, models, infrastructure — built to your spec, in your stack.
Harden
Production-grade it
Testing, monitoring, CI/CD, security review. Nothing ships without ops readiness.
Operate
Keep it running
Ongoing support, drift detection, retraining, optimization. Optional — you can run it yourself.
Factory Lines
Data Pipeline Sprint
Production ETL/ELT in weeks, not months.
- Orchestrated pipeline with scheduling
- Data quality checks & validation
- Monitoring & alerting
- Full documentation & runbook
ML Model Sprint
From hypothesis to deployed model.
- Trained & evaluated model
- Serving endpoint with autoscaling
- Evaluation report & metrics
- Drift detection & retraining trigger
AI Agent Sprint
RAG, multi-agent, or LLM integration — production-ready.
- Working agent system
- Evaluation harness & test suite
- Guardrails & safety layer
- Deployment & observability
Platform Audit
Architecture review + optimization roadmap.
- Technical assessment report
- Bottleneck & risk analysis
- Prioritized recommendations
- Implementation roadmap
Ready to build? Pick a line.
Tell us which line you're interested in and we'll scope it within 48 hours.