We're nerds,
dreamers and craftsmen.
Responsible AI and sustainability is in our core DNA. We are curious deep tech researchers and engineers who live by them. What is your toughest problem?
AI built with intention.
Not just capability.
We are deep tech researchers and engineers who believe the hardest problems deserve the most rigorous thinking. We go beyond surface-level AI adoption to design systems that are genuinely intelligent, sustainable, and aligned with your values.
Agent22 is a boutique AI innovation studio. Responsible AI and sustainability is in our core DNA - the lens through which every system we build is designed, evaluated, and deployed.
Three precision engagements, from discovery through deployment.
Bespoke Solutions
From net zero strategy to custom AI systems for material impact modeling, we engineer solutions precisely to your constraints. Not templates. Purpose-built for your data, goals, and operating model.
Free tools built for the sustainability ecosystem.
Sustainability Jobs
Find and post sustainability jobs in clean energy, climate tech, ESG, environmental science, green finance, and more. No recruiters, no paywalls. Free forever.
AI agents are systems, not scripts
AI automations are essentially just trying to replicate real-world ecosystems. Systems thinking principles apply directly to building intelligent AI. Here's how.
Agent brain vs muscle, who wins the battle?
Current agent engineering focuses on muscle: tool calling, graphs, workflow steps. But as AI matures, the brain (decision quality) becomes the real constraint.
Deep agents are changing how we think about AI capabilities
The shift from chatbots to deep agents: from prompt-and-respond to goal-and-execute. Systems that plan, reason through complex problems, and iterate autonomously.
A process built for
precision outcomes.
We're a small boutique team with skills across tech engineering, product, and management consulting. Our background spans sustainability, commerce, and GTM. We build open source solutions by default for our clients in the sustainability space. Closed source development carries a different commercial licence.
We understand the problem deeply.
Before we write a line of code, we go deep. We research your domain, your constraints, and your data. We find where AI creates genuine leverage - not theoretical leverage.
We design the system, not the demo.
You receive a precise technical blueprint: data flows, model selection, integration points, success criteria. Every decision is grounded in first principles. No ambiguity, no scope creep.
We engineer it into production.
We build with Rust at the core where performance and safety matter, open source by default. Tight feedback loops, weekly milestones. Systems that are auditable, sustainable, and built to last.
Your team runs it. We stay close.
We transfer full ownership with documentation, training, and observability built in. You're not dependent on us to keep it running, but we remain available as your AI practice evolves.
Most engagements run 6–10 weeks from first conversation to production deployment. Every project gets our full, undivided attention.
Start the conversation
What problem
needs solving?
Bring us your hardest problem. Whether you have a precise brief or an emerging idea, we engage with both. No sales theatrics. Real conversation.