Educate
Practical AI training built around your team's work.
Who it's for
Read more - TeamsTeams
- SchoolsSchools
- Research groupsResearchers
Applied AI consultingSan Francisco / Dubai
AI moves every week. Keeping up with it is our job, not yours.
We help businesses and researchers choose AI tools, train their teams, and build working systems. Our team brings experience in applied research, engineering, and technical strategy.
01 · The problem
Most organizations know AI matters.
They don't know what to do about it.
The hard part isn't the hype. It's knowing which tools matter to you, which to ignore, what to do first, and how to do it well.
We help you make those decisions and put them into practice. We can train your team, work through a plan with you, or build the systems you need.
02 · What we offer
AI training, strategy, and implementation.
Strategize
A roadmap for where AI fits, what to prioritize, and how to proceed.
Who it's for
Read more - FoundersFounders
- Small businessesSmall biz
- CTOs & ops VPsCTOs
Implement
AI workflows, agents, and local deployments, with testing and handover.
Who it's for
Read more - Ops teamsOps teams
- Solo operatorsSolo ops
- Sensitive-data orgsSensitive data
Who's taken part
People from these institutions have joined our workshops and webinars.
- Harvard University
- Columbia University
- University of California, Berkeley
- University of California, Los Angeles
- University of California, San Francisco
- University of Michigan
- Duke University
- Carnegie Mellon University
- New York University
- Boston University
- University of Washington
- The University of Texas at Austin
- University College London
- University of Toronto
- McGill University
- and others
03 · Why us
A team with experience in applied AI and production systems.
Applied, not theoretical.
We're a team of working practitioners with experience across San Francisco tech companies. Our perspective on AI is grounded in what we've actually built, used, and tested, not in slide decks.
Current because it has to be.
We're always evaluating AI models and tools. We assess new releases for the work our clients need and update our recommendations as the tools change.
Independent recommendations.
We don't resell anyone's platform. We compare tools against the task, data constraints, and operating costs, and explain the tradeoffs behind our recommendations.
05 · How it works
From the first conversation to handover.
STEP 01
Discovery
A free 30-minute call to discuss what you're working on and whether we can help.
STEP 02
Scope
A written proposal with deliverables, timeline, and price. You approve it before any work starts.
STEP 03
Deliver
We deliver the agreed work and review progress with you at each milestone.
STEP 04
Handover
We provide the agreed materials and handover. Any ongoing support is scoped with you.
The stack we work with
Models, tools, and infrastructure used in AI work.
- OpenAI
- Anthropic
- xAI
- Meta
- Cohere
- Mistral AI
- DeepSeek
- Qwen
- Moonshot AI
- Z.ai
- TII
- Microsoft
- Perplexity
- Cursor
- Notion
- OpenClaw
- Cognition
- Manus
- Replit
- Lovable
- Midjourney
- Runway
- ByteDance
- Black Forest Labs
- ElevenLabs
- HeyGen
- Higgsfield
- Kling AI
- MiniMax
- Luma AI
- Suno
- n8n
- Zapier
- Make
- LangChain
- LlamaIndex
- CrewAI
- Pydantic AI
- NVIDIA
- AWS
- Hugging Face
- OpenRouter
- Groq
- Cerebras
- Together AI
- Replicate
- Vercel
- Ollama
- LM Studio
Get in touch
If you're not sure what to do about AI, start here.
Book a discovery call. Thirty minutes, no charge, to discuss what you're working on and whether we can help.
Book a discovery call