Build reliable educational AI, before hiring a full-time AI engineer

Get to production-ready in weeks. Keep your tech in-house: Wedgwood just advises.

The Real Challenge

You don't want a dev shop (there's an agent for that).
You just need some advice .

Getting AI from prototype to production-grade takes experience β€” but hiring a good AI Engineer will take months.

  • Hiring a full-time AI engineer can take 6+ months.
  • You may not even have enough AI-specific work to justify an AI specialist, but you need the expertise.
  • This isn't the time to risk it all on a speedy but questionable hire. You just need some advice to bridge the gap.
Diagram of a learner feedback loop
Services

Starter code for EdTech teams

See our free code samples for common EdTech AI use cases β€” such as a feedback system for learners, an educational chatbot, and basic safety systems.

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1. Advisory

Our most popular engagement. We work alongside your leadership and product team to scope, design, and ship your first AI feature β€” from strategy through production. We advise, we don't substitute for your own technical team. When the engagement ends, you don't need us: you have complete ownership.

  • AI roadmap and feature scoping
  • 1:1 coaching for SWEs building AI systems for the first time
  • Hands-on build support and review
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2. AI Engineering Training

Turn your software engineers into confident AI engineers. We share training materials, point to the best resources, and run workshops or design longer-term upskilling programs when you need them.

  • Curated materials and video recommendations
  • Workshops baked into advisory engagements
  • Longer-term programs for leveling up SWEs
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3. Contract R&D

We don't sell generic software consulting. We do limited-term R&D to de-risk novel AI applications in EdTech β€” like RAG for 3D learning, image segmentation on mobile, or any niche problem where the core question is "can this actually work?"

  • De-risk novel features before you build
  • Evaluate LLM capabilities for your use case
  • Produce a working prototype or clear no-go
Testimonials

Teams ship AI features without the hiring risk

β€œWe were two weeks from posting an AI engineer job. Wedgwood got us to production faster and saved us a six-figure hire.”
MK
Maya K.CEO, EdTech Startup
β€œOur prototype impressed in demos but failed with real users. In four weeks we had a chatbot our learners actually trusted.”
DR
Daniel R.CTO, EdTech Startup
β€œThey speak founder. No jargon, no bloated roadmap. Just shipped features and a team that knows how to maintain them.”
SP
Sam P.CEO, Skills Platform

Build a foundation for a robust AI-enabled experience

Chat with us for free. We’ll even give you starter code if you want to go it alone.