Approach

Four stages. Clear exits at every one.

You fund the next stage only when the last one has proven itself.

9–18 weeksfrom first call to production

The three stage ranges added up: 1–2, then 2–4, then 6–12 weeks. Solid is the shortest case, faded the longest.

Discover

Prototype

Build

Scale

ongoing after launch

Discover

1–2 weeksPhD consultants · domain expert

We study the problem, your data and the decision it should improve.

What you get

Feasibility memo with go / no-go
Data audit: volume, quality, gaps
Success metric agreed with you
Phased roadmap with cost ranges

Exit gateA clear yes, a reshaped problem, or a recommendation not to build.

Prototype

2–4 weeksData scientists

A working baseline on your real data, measured against the agreed metric.

What you get

Baseline model and evaluation report
Error analysis: where and why it fails
Clickable demo for stakeholders
Updated build estimate

Exit gateThe prototype beats the agreed threshold on held-out data.

Build

6–12 weeksAI/ML and full-stack engineers

The prototype becomes production software in your cloud or ours.

What you get

Production API and user-facing app
CI/CD pipeline and automated tests
Security review and access controls
Documentation and handover

Exit gateLive with real users, meeting latency and accuracy targets.

Scale & Support

OngoingWhole team

We monitor, retrain and extend the system so it keeps earning its place.

What you get

Drift and performance monitoring
Scheduled retraining on fresh data
Monthly improvement report
New features on a shared roadmap

Service levelAgreed service levels for uptime, accuracy and response time.

How the team works

Why one team beats three vendors.

Research stays in the room

The PhDs who scoped it review the build.

Weekly demos

Working software every week, on your data.

Evaluation first

The metric is agreed before code is written.

You own everything

Code, models, data and docs. No lock-in.

Honest feasibility calls

If the data can't support it, we say so in week one.

Built for handover

Docs and training so your team can run it.

Start with Stage 01

Book a two-week Discovery Sprint.

Fixed price, one use case, a written go / no-go.

Book a sprint call →Take the readiness check