One question, defined
We write down the single question and the numeric threshold that counts as a yes, before starting.
All services
Core Services
POC Development
A proof of concept exists to kill or confirm an assumption cheaply. It has one question, one success criterion, and a deadline — and it is allowed to fail.
2-4 wks
Fixed duration
1
Question answered definitively
Fixed
Price agreed up front
What This Includes
Capabilities you get, spelled out
No line item here is aspirational — each one is something we have shipped on a platform that is live today.
Model and data probing
Fastest possible test of whether your data supports the outcome — usually the real risk in an AI proposal.
Throwaway by design
Built for speed, not longevity, and labelled as such. Nobody gets pressured to ship the prototype.
Honest reporting
A written result including the negative case. A well-run POC that says no has done its job and saved you a quarter.
Cost and latency modelling
Projected unit economics at your real volume, so a technically viable idea does not become a commercially dead one later.
Production roadmap
If the answer is yes, you get the architecture and estimate for the real build in the same document.
The Stack
What we deliver it on
Python end to end wherever it earns its place — one language across API, data pipeline and model layer keeps the team small and the feedback loop short. Everything here is a deliberate choice we can defend, not a default.
- Python
- Jupyter
- FastAPI
- PyTorch
- Streamlit
- Docker
01
Discovery
Opportunity map with effort-vs-impact scoring
02
Clarity
Signed-off build plan and prototype
03
Execution
Production platform, documented and owned by you
Proof
Where we have done this before
The closest matches in our portfolio by stack and problem shape.
Google Play
Live on the web
On-Demand Transportation & Mobility
Tada Taxi App
AI dispatch that cut rider wait times by 40%
- Python
- FastAPI
- PostgreSQL + PostGIS
- Redis
Live on the web
E-Commerce / Children's Fashion
Cute Crew — Kids E-Commerce
A fit engine that cut returns by 28%
- Python
- FastAPI
- PostgreSQL
- scikit-learn
Core Services
Other services in this group
Mobile App Development
Cross-platform apps in Flutter and React Native, shipped to both stores from one codebase and one team.
- Flutter
- React Native
- Python / FastAPI
Web Development
Fast, accessible, server-rendered web platforms that hold up under load and rank well without a plugin.
- Python
- Django
- PHP
E-commerce Development
Storefronts and checkout flows engineered around conversion, with the operational back office to match.
- Python
- Django
- Shopify
React JS Development
Complex front-ends — dashboards, consoles and data-dense interfaces — built to stay maintainable past year one.
- React
- TypeScript
- TanStack Query
MVP Development
The smallest complete product that can win a real customer — built properly enough to keep after it works.
- Python
- FastAPI / Django
- React
Start Your Project
Tell us what you need built.
Describe the workflow and we will come back with scope, stack and a realistic timeline in writing — within two working days.