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describe services/ai-product-development
03 -- AI Product Development
Strategy to Shipped Software
We design, build, and deploy AI-powered products. From initial prototypes through to production systems, we handle the full lifecycle including integration, testing, and continuous improvement.
Our approach combines product thinking with engineering rigour: ship early, iterate, and measure outcomes rather than outputs.
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ls ./services/ai-product-development/capabilities/
- Product Discovery -- User research, problem definition, and solution validation
- Rapid Prototyping -- Build testable prototypes in days, not months
- Full-Stack Development -- Production-grade frontend, backend, and AI model integration
- LLM Integration -- Connect to OpenAI, Anthropic, or self-hosted models
- System Integration -- Connect AI products to existing enterprise systems
- Deployment & DevOps -- CI/CD, monitoring, and production operations
- Continuous Improvement -- Analytics, feedback loops, and model refinement
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cat ./services/ai-product-development/use-cases.md
Typical Engagements:
- Building AI-powered customer support and service platforms
- Developing internal knowledge management and search systems
- Creating automated content generation and personalisation engines
- Implementing predictive analytics and forecasting systems
- Building conversational AI and agent-based workflows
- Developing computer vision and document processing pipelines
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cd .. -- Return to services menu
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