AI Product Development
Ship AI features your customers use — not demos that stay in a slide deck.
From idea to production: AI assistants, agents and automation built into your products and operations.
The challenge
Many AI projects stall between prototype and production: unclear use cases, unreliable outputs, and no plan for cost, security or evaluation.
Our approach
We start with a focused discovery sprint to find the highest-value use case, prototype quickly, then harden it for production with evaluation, guardrails and monitoring.
What we deliver
- Use-case discovery and feasibility sprint
- Shopping assistants and customer-support agents
- Document, catalogue and content automation
- Retrieval (RAG) over your product and knowledge data
- Evaluation, guardrails, monitoring and cost control
Outcomes we aim for
Engagement
How we can work together
Discovery Sprint
2 weeks
A fixed-scope sprint to define the opportunity, validate feasibility and produce a costed roadmap.
Project Delivery
6–16 weeks
A cross-functional team designs, builds and launches a defined product or platform.
Dedicated Team
Monthly
An embedded Huki squad that works as an extension of your team on an ongoing roadmap.
More services
Explore other practices
AI Personalization
Real-time recommendations, search ranking and personalised merchandising that adapt to every shopper.
Learn moreCommerce Engineering
Fast, scalable storefronts and commerce platforms — headless, Shopify, or fully custom.
Learn moreData & Analytics
Clean data pipelines, customer analytics and dashboards your team will actually use.
Learn moreReady to talk about ai product development?
Tell us about your product, your customers and your goals. We'll come back within one business day with next steps.