Corporate teams
Engineers, PMs, and operators who want to use AI in their actual work — not in a hackathon.
Service № 01
Educate.
Practical AI training for teams that need to actually use these tools. Not just talk about them.
Most AI training tells you what AI could do. We teach you what to do tomorrow morning.
We've sat through enough AI seminars to know the shape of the wasted hour: forty-five minutes of 'the AI revolution' followed by a fifteen-minute demo of a tool nobody on the team will install. That's not training. That's a sales pitch dressed up.
Our workshops start from the problems your team already has on their plate this quarter. We bring the tools to the problem, not the other way around. By the end, your team has used the tools on their own work, not on a contrived case study, and they leave with materials they can return to.
Formats
- Half-day workshopOne topic, hands-on, 6–12 people. Best when a team needs to get to a shared baseline in a day.
- Two-day intensiveMultiple topics, project-based. Engineers leave with code; PMs leave with a prioritized backlog.
- Curriculum designWe design a curriculum your team can deliver internally. We co-teach the first cohort.
- Lunch-and-learn seriesMonthly 60-minute sessions. Less depth per session; sustained over a quarter.
Outcomes
- Team capability baselineEveryone speaks the same language about what these tools can and can't do.
- Working examples on your workConcrete artifacts: code, prompts, evals — built on your actual problems.
- Take-home reference materialsDocumented patterns and pitfalls your team can refer back to without us.
- A short list of what to try nextPrioritized, scoped, and honest about what is and isn't worth the effort.
Who this is for
Three audiences. Different shapes. Same work.
Schools
Curricula for university and high-school courses that take AI seriously as a topic and a tool.
Research groups
Labs and academic teams adopting AI into their pipelines. We translate between methods and tooling.
The stack we work with
The companies our work touches every week, across six layers of the AI ecosystem.
- OpenAI
- Anthropic
- xAI
- Cohere
- Meta
- Mistral AI
- DeepSeek
- Qwen
- Moonshot AI
- Microsoft
- Perplexity
- Cursor
- OpenClaw
- Cognition
- Manus
- Replit
- Lovable
- Midjourney
- Runway
- Black Forest Labs
- ElevenLabs
- HeyGen
- Higgsfield
- Kling AI
- Luma AI
- NVIDIA
- AWS
- Hugging Face
- Groq
- Together AI
- Replicate
- Vercel
- Ollama
- LM Studio
- LangChain
- LlamaIndex
- CrewAI
- Pydantic AI
Other services
Strategize
AI transformation strategy for teams adopting these tools. We embed briefly to sort use cases, architecture, tooling, and build-vs-buy. The deliverable is a roadmap with KPIs you can defend and a training plan your team can run.
Read more →
Implement
We configure, integrate, and deploy AI workflows, agents, and local hardware setups.
Read more →
Get in touch
If you're not sure what to do about AI, start here.
Book a discovery call. Thirty minutes, no charge. We'll tell you honestly whether we can help. If we can't, we'll usually know who can.
Book a call