Verification that
fits your workflow
From research labs to production lines, BotManifold has the right tools at every stage.
Industry
Curated robot hardware, ready to evaluate on day one
Choose from BotManifold-validated hardware bundles — manipulators, mobile bases, and humanoids — paired with pre-configured software environments and verified MJCF models. No integration guesswork; everything ships tested and documented.
Benchmark against the competitive field
Run your policies through standardized evaluations in Arena. Compare performance against baselines, track improvements across iterations, and identify failure modes before they reach physical hardware.
Prove field readiness before you ship
Run policies through seeded, deterministic scenarios structured around ISO 10218:2025 and ISO 13482. Track performance trajectories with Training Monitor and export verification evidence mapped to EU Machinery Regulation technical-file requirements — traceable to the exact model version, scenario, and seed.
We integrate the stack — you ship the robot
Our integration services team connects BotManifold to your existing CI/CD pipeline, training pipeline, and hardware fleet. From BotCI setup to custom scenario development and on-site deployment support — scoped to your timeline.
Industrial deployments have custom requirements. Talk to our team about hardware bundles, integration scope, and compliance timelines.
Education
Build structured learning environments for your team
Create training scenarios in Studio with progressive difficulty. Use Skill Library to deliver AI/ML coursework — from no-code foundations to full policy training — mapped to FIRST, VEX, and RoboCup seasons.
Benchmark your team against the global field
Run your team's policies through Arena's standardized evaluation. Get scored, track improvement across sessions, and identify weaknesses before competition day.
Earn verified credentials from S1 to S5
Each curriculum level earns a verified credential — from basic autonomy (S1) to full sim-to-real transfer (S5). Advanced teams can connect their own training pipeline via the Python SDK.
Give coaches real-time visibility into student progress
Guardian dashboards show every student's level, credential status, and scenario scores. Export progress reports for your school or sponsor — no setup required.
PHYSICAL AI IS BEING
decided today.
The teams that can prove their robots are ready will win. Start for free — no hardware required.