Polynomic deploys adaptive agents that connect to your workflows via API or SDK — and continuously improve from your own data, decisions, and outcomes. The longer you run it, the smarter it gets.
We'll reach out when we're ready for clients — no spam, ever.
Integrate via API or SDK in minutes. Point Polynomic at the workflows, data streams, or decision pipelines you want to improve. No MLOps overhead to manage.
Polynomic observes your outcomes — what worked, what didn't, what your domain actually looks like — and continuously improves agent behaviour from that signal.
Agents running today outperform the ones from last month. The longer Polynomic runs in your environment, the wider the gap grows versus any static AI solution.
Connect Polynomic to any stack in minutes. Our REST API and Python/JavaScript SDKs are built for real engineering teams in real codebases — not sandbox demos.
Off-the-shelf AI is trained on the world. Polynomic agents train on your world — your edge cases, your failure modes, your definition of a good outcome. That specificity compounds into a durable advantage.
Start with a single agent automating one workflow. Scale to coordinated multi-agent systems handling complex, interdependent operations across your stack. The architecture grows with you.
LLMs aren't bolted on — they're core to how Polynomic agents reason, plan, and act. Bring your own model or use ours. The framework is model-agnostic by design.
ML engineers get full access to the training surface, reward signals, and agent architecture. Product and ops teams get agents that improve automatically — no ML expertise required. One platform, both audiences.
Direct API access · Custom reward functions · Full observability · PPO-compatible training loops · Bring your own LLM
No ML overhead · Agents improve automatically · Simple SDK integration · Outcomes visible in a clean dashboard
"The most defensible AI is the one that has learned from your environment — not the world's."Polynomic · Design Principles
Polynomic is in active development. Leave your email and we'll reach out directly when we're ready for our first clients — no newsletters, no noise. Just a personal note when the time is right.