FORRobotics & hardtech startups

Your robot works in the lab.
We make it survive the pilot.

For robotics, AMR, UAV and hardtech startups at TRL 6–8: pilot builds, navigation tuning, teleoperation and reliability hardening — from an engineer who shipped his own production robot solo.

Nav2 tuning on real hardwareWebRTC teleop · 50–70 msReliability hardening · SLOsPX4 / MAVLink

Sound familiar?

01 //The demo works — until the venue Wi-Fi drops, and the robot with it.
02 //Investors and customers want a pilot date, not a roadmap slide.
03 //Nav2 behaves in simulation and drifts in the real aisle; nobody on the team has tuned it on hardware under deadline.
04 //You need teleoperation and remote diagnostics for the pilot, but the core team must stay on the product.

Why TechVision

We’ve been exactly where you are: one engineer, real hardware, a date that doesn’t move. Our flagship robot went from concept to operating among people in 18 months — with the reliability engineering (watchdogs, fault injection, observability) that keeps pilots alive.

What we do for you

Pilot build sprints

A scoped push to a working pilot: integration, missing subsystems, test plan, acceptance criteria — phased so the highest-risk part is validated first.

Navigation & localization tuning

TF and sensor audits, AMCL and Nav2 tuning on your robot, controller benchmarking (DWB vs MPPI), regression rosbags you keep.

Teleoperation & camera stacks

WebRTC teleop and multi-camera streaming with automatic recovery — built on our open-source janus-camera-stack, proven at 50–70 ms control response.

Reliability hardening

Watchdogs, health scoring, structured logs, fault-injection drills and incident runbooks — the boring engineering that makes demos repeatable.

Proof, not promises

Flagship case: a production autonomous mobile manipulator (Symovo AGV + igus lift + xArm 6) — designed, built and operated by one engineer. Read the case study →

Open source: the igus dryve D1 driver (Modbus/TCP, CiA 402) and a WebRTC camera stack for robots — published because the ecosystem had gaps. GitHub →

Background: 16 years in industrial electronics — including seven years as chief engineer at an equipment manufacturer. Delivered across Poland, Germany and the USA.

Pilot on the calendar?

Most projects start with a fixed-price Feasibility & Architecture Sprint (1–2 weeks) or a Hardware-to-Software Integration Sprint (~10 days) — small, bounded, and you keep the deliverables either way.

Book an intro call How projects start