AI Product Development
From proof-of-concept to production-grade deployment, our engineers design and build custom AI-powered products tailored to your domain and data.
What this engagement is
You have a problem that requires a custom AI solution — something no off-the-shelf product handles well enough. Our Product Development engagement takes you from whiteboard to working software, with a team that understands both the engineering and the business context. We don't build prototypes that collect dust. Every engagement ends with production-deployed software, a CI/CD pipeline, monitoring dashboards, and a handoff that your team can actually maintain. We've shipped AI products in recruiting, finance, healthcare, legal, and manufacturing — so we're not learning your industry on your budget.
How the engagement works
Specification & Architecture
We co-design the product with your team, finalising requirements, data contracts, integration points, and technical architecture. You approve the spec before any code is written.
Agile Build
We build in 2-week sprints with working demos at each milestone. You have direct access to the engineering team via Slack, daily async updates, and sprint review calls every two weeks.
Deployment
We handle production deployment on your cloud environment, configure CI/CD pipelines, set up monitoring and alerting, and write operational runbooks for your team.
Stabilisation & Handoff
Two weeks of dedicated support after launch — daily standups, rapid bug fixes, and knowledge transfer sessions. You inherit a codebase your team can own and extend.
What you receive
- ✓Product specification and architecture design document
- ✓LLM / ML model selection, fine-tuning, and evaluation report
- ✓Full-stack application (Next.js frontend + Python AI backend)
- ✓Data pipeline and integration layer
- ✓CI/CD pipeline with automated testing
- ✓Cloud deployment on AWS, GCP, or Azure
- ✓Post-launch monitoring, alerting, and runbooks
- ✓2-week stabilisation period with dedicated engineering support
Outcomes you can expect
- →Production-ready software running on your infrastructure
- →Full codebase ownership with documentation and test coverage
- →Trained model artefacts and reproducible data pipelines
- →Team upskilled to maintain and extend the system
- →Clear path to next phase of development
This engagement is right for you if…
Let's talk about your situation.
Every engagement starts with a 30-minute scoping call — no commitment, no pitch deck. Just an honest conversation about where you are and where you want to go.