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Innovation Acceleration

Cut NPD cycles. Build unique features. Reduce time-to-market.

Problem: You’re spending months on product development that could be compressed. Your competitors are building smarter products, and you haven’t figured out how AI fits into yours.

What We Build

ai

AI-powered product features

ML-driven process optimisation

Automated design exploration

Technical knowledge bases

Case Study

Electron Microscopy Equipment Manufacturer

Industry: Life science / Material analysis

Situation: Researchers waste hours selecting the right combination of techniques to obtain the best image. Protocols are scattered across notes and experienced scientists’ memories. 

What we built

  • AI-powered assistant embedded directly into the product
  • Recommends optimal protocols based on material type, context, and target outcome
  • Learns and improves over time
  • Combines structured domain knowledge with semantic AI, not a generic chatbot

Outcome

  • AI engine architected for direct embedding into end products
  • Differentiates product, strengthens OEM partnerships, generates market intelligence
  • Codifies institutional expertise that would otherwise walk out the door
  • Value chain repositioning
  • Product-embedded AI
  • Competitive moat created

Why it matters: AI as a product feature: the kind that makes customers choose you over the cheaper alternative

Pricing

Typical engagement: £20–50k. Delivery: 10–24 weeks.

  • Deployed on your infrastructure
  • Self-hosted
  • No ongoing cloud dependencies

This sound like your situation?

No pitch decks. No pressure. Just a conversation about what AI could do for your business

Let’s talk