A local-business challenge that became footfall.zone
A client problem developed into a product for local-business discovery and growth.
All services
AI product development and engineering
Build or take over AI-enabled products with scoped milestones, written acceptance criteria and production handover.
The workflow comes first.
Useful AI products combine software, data and operating judgment. We work from a concrete user workflow, establish the constraints and build in reviewable milestones. The scope can cover a new product or engineering ownership of an existing one.
What the engagement can cover
- Define the user workflow and acceptance criteria.
- Build software and integrations in visible milestones.
- Validate behavior with representative data and edge cases.
- Plan deployment, handover and support after launch.
How we deliver
We map systems and constraints, agree acceptance criteria, build in milestones, validate with real data, and plan deployment and hypercare. Your written engagement defines scope, ownership and support.
See our delivery processRelated work
Each case study identifies its delivery stage, including work that is proposed or still in delivery.
An embedded product team for a US software studio
An embedded engineering partner for shipping and extending software products.
Building a mental-performance platform for youth athletes
A product that helps youth athletes build repeatable mental-performance habits.
Taking over an employee-advocacy platform
A structured takeover and rebuild plan for a B2B employee-advocacy product.
A public platform for AI training data
A research-led website for discovering reasoning datasets and evaluation resources.
Service discovery for a healthcare practice
A patient-facing website that makes treatments and appointment options easy to find.
Questions about this service
Can you take over an existing product?
Existing-product work starts with a review of the code, data, integrations and operating constraints. We agree the first useful milestone before delivery.
How are delivery and handover managed?
The written engagement defines scope, ownership, milestones, acceptance and support. Progress is reviewed at agreed checkpoints.
Do you guarantee a timeline before reviewing the product?
No. Timing depends on scope and dependencies. We make those trade-offs visible during discovery and agree the delivery plan in writing.
Start with one useful workflow.
Bring us the systems, constraints and outcome you want to improve.