PERCEPTION · MOTION · SAFETY

Robots that behave on the real floor, not just in the demo — perception, motion and safety tuned by engineers who watch them run

RoboDrive is a Canadian robotics-autonomy AI studio in Toronto's Liberty Village that designs and delivers AI-driven perception, motion planning, control and autonomy for robotics and automation organizations — manufacturers, logistics operators, robotics OEMs and integrators — with senior engineers in the loop and functional safety front of mind. We are not a toy-robot shop, not a financial robo-advisor, not a robotics course, and we never build weapons or surveillance. Autonomy can fail; we test, supervise and sign off before anything runs on your floor.

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Robotics AI studio · BN 305948172 RC0001 · Liberty Village, Toronto

What we do

Hands-on robotics AI from a working control bay

RoboDrive is not a slide-deck consultancy or a parts catalogue. We are a studio of perception engineers, motion specialists and autonomy integrators who share one floor in Liberty Village. Our control bay holds calibration rigs, sensor benches and a live robot cell where we validate models against the messiness of real parts, glare and operator interrupts.

Canadian teams come to us when they need focused depth for a defined window: a six-week perception pilot before capital approval, a motion-planning sprint ahead of a line retrofit, or a retained autonomy partner through ramp-up. We document assumptions, version-control every launch file, and train your staff to keep the stack healthy on second and third shift.

About the studio

Sensor workbench with calibration targets and depth cameras in the RoboDrive control bay

Cluster A — Perception

See the scene before you move through it

Depth maps, point-cloud registration, camera–lidar extrinsics and grasp pose estimation — tuned on your bins, not textbook meshes.

A-01

Sensor fusion & calibration

Multi-camera rigs, structured light and time-of-flight alignment with repeatable extrinsic checks. We ship calibration notebooks your maintenance team can rerun after a bump.

A-02

Scene understanding

Segmentation, defect detection and pick-point ranking under variable lighting. Models are evaluated against acceptance thresholds you define — not vanity accuracy scores.

A-03

Localization & mapping

Indoor SLAM, fiducial fallbacks and drift monitoring for AMRs and cobot carts operating beside human foot traffic.

Cluster B — Motion & autonomy

Plan trajectories your operators can trust

Joint-space optimisation, waypoint graphs, fleet coordination and safety-rated stop behaviour — integrated with your PLC tags and MES events.

B-01

Motion primitives

Pick-place cycles, force-limited insertion and tool-change sequences with explicit fault recovery paths documented for every branch.

B-02

Autonomy orchestration

ROS 2 behaviour trees, mission schedulers and fleet traffic rules that respect fire lanes, pedestrian zones and existing AGV contracts.

B-03

Field commissioning

On-site acceptance runs, operator runbooks, spare-parts lists and hypercare during ramp-up. We stay until KPIs are met, not until the demo looks clean.

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How we work

A pilot path you can audit

Stage 01

Scope & instrument

Site visit or remote walkthrough. We capture cycle data, part families, network constraints and safety context. Deliverable: scoped statement of work with explicit in/out boundaries and success metrics.

Stage 02

Build & iterate in the bay

Hardware-in-the-loop testing at Hanna Avenue or on your floor. Perception pipelines, motion programs and PLC interfaces are version-controlled and reviewed with your maintenance leads.

Stage 03

Commission & transfer

Acceptance runs against agreed KPIs, operator training, logging dashboards and handover documentation. We remain available for hypercare through production ramp.

Client workshop at RoboDrive reviewing perception outputs beside a live robot cell

Selected work

Pilots that reached production duty

Our portfolio spans mixed-SKU depalletizing with depth-assisted grasping, CNC tending with force-aware gripping, and multi-AMR milk-run loops between kitting and assembly stations across the GTA. Each engagement records why we chose a given sensor, frame, planner and safety category — so your team inherits reasoning, not black boxes.

Toronto manufacturers and scale-ups choose RoboDrive when internal teams excel at operations but need a focused robotics AI partner for a bounded timeline. We complement your engineers; we do not replace your culture of ownership.

Explore project snapshots

Motion planning visualisation with trajectory overlays during a client pilot review

Perception pipeline on monitors during a depalletizing autonomy sprint

At a glance

Core clusters — perception and motion — under one roof

ROS 2

Primary middleware for new autonomy stacks

PIPEDA

Privacy-aware data handling for Canadian clients

Whether you are evaluating a first cobot station or orchestrating a small fleet across two buildings, the question is the same: can your team operate, maintain and audit the autonomy stack after we leave the control bay? That standard drives every architecture choice — sensor vendor, network segmentation, backup procedures and training depth.

Our Liberty Village studio sits inside a converted industrial loft where mechanical benches neighbour GPU workstations. That proximity matters: perception engineers hear the compressor cycle that shakes the depth camera mount, and motion specialists see the glare that hits the picking window at 14:00. We design for those realities instead of pretending the lab is a sterile benchmark environment.

RoboDrive operates Monday through Friday, 09:00–18:00 Eastern Time from Suite 105 at 40 Hanna Avenue in Liberty Village. Call +1 (437) 291-6048 or write to [email protected] to book a robotics pilot conversation.

Ready to run a pilot from our control bay?

Tell us about your line, your parts and your timeline. We respond with an honest feasibility read — including when robotics AI is not the right answer.

Book a robotics pilot