We design and build AI, IoT, 5G, 3D and autonomous robotic systems — from silicon-close firmware to the cloud that fleets run on.
Live demo
Not a video — a real digital twin running in your browser. CNC cells, tending arms, IoT sensing, a 5G edge layer, an AMR fleet and a drone fleet, each a layer you can switch on and off. Every repeated part is GPU-instanced, which is why hundreds of moving objects still hold their frame budget.
What we do
Most vendors sell you one layer and leave the integration to you. Perception, connectivity, mechanics and control are the same problem — so we keep them under one roof.
Models that hold up outside the notebook.
Perception, forecasting and decision systems trained on your data and deployed where the work happens — on the edge device, not just in the cloud.
ExploreSensor to dashboard, with nothing lost in between.
Instrumented assets, rugged gateways and a telemetry platform that stays honest when the network does not.
ExploreThe link your robots can bet on.
Private 5G and industrial wireless where latency is a safety property, not a nice-to-have.
ExploreFrom scan to printed part, in days.
Reality capture, digital twins and in-house additive manufacturing that compress hardware iteration.
ExploreMachines that earn their floor space.
Industrial arms, autonomous mobile robots and inspection cells — integrated, guarded and commissioned.
ExploreSurvey, inspect and patrol — without the scaffolding.
DGCA-compliant unmanned systems for mapping, asset inspection and site security, flown by our own crews or yours.
ExplorePlatforms
Four platforms that carry most of our deployments — so your project starts from something proven rather than a blank repository.
Every asset, one timeline.
Multi-tenant telemetry: ingestion, time-series storage, alerting and dashboards for fleets from ten devices to ten thousand.
Flight to deliverable, automated.
Mission planning, automated processing and inspection reporting for drone survey and asset programmes.
The QC checkpoint that never blinks.
A packaged machine-vision cell — camera, lighting, edge compute and model — commissioned against your defect classes.
Latency you can design around.
Private 5G standalone networks for plants and campuses, validated against control-loop requirements rather than throughput brochures.
Who we serve
We work where conditions are hostile to equipment and margins are thin — which is most of Gujarat's industrial base.
Vision inspection, robotic cells and machine telemetry for discrete and process plants.
Drone inspection, grid telemetry and autonomous patrol for generation and distribution assets.
Aerial survey, volumetrics and digital twins that keep large sites honest about progress.
Precision spraying, crop-health mapping and irrigation telemetry for Gujarat's growing belts.
AMR fleets, inventory scanning and yard telemetry for high-throughput facilities.
ISR platforms, hazardous-environment robots and rapid-response aerial capability.
Pit survey, conveyor inspection and environmental monitoring in high-abrasion settings.
Municipal sensing, traffic analytics and connected infrastructure for urban bodies.
Selected work
Every number below came from a measurement taken before and after. Where a client is under NDA we say so rather than inventing a logo.
A sterile injectables line relied on three human inspectors per shift to catch cracks, particulate and fill-level faults. Escape rates rose predictably in the last hour of every shift, and a single batch recall would cost more than a year of inspection headcount.
A 220 MW solar farm was underperforming its yield model by roughly 4%, but manual thermal survey of half a million modules was not practically schedulable — and every hour of inspection meant lost generation.
Pickers walked an average of 14 km per shift. An earlier AMR trial by another integrator had been abandoned when robots deadlocked in congested aisles and staff began routing around them.
How we work
Most clients begin with a Discovery Sprint. It is fixed-price, and it sometimes concludes that the project should not go ahead.
A fixed-scope engagement that turns a vague ambition into a costed technical plan.
One line, one site or one asset class instrumented end to end, measured against a baseline agreed up front.
Scaling a proven pilot across sites, with the commissioning and compliance work that entails.
We run it. Crewed drone programmes, monitored fleets and maintained models under an SLA.
How we think
A demo is not a deployment. We measure ourselves on systems that survive dust, heat and a full production shift.
Perception, control, connectivity and enclosure are one problem. Splitting them across vendors is where projects die.
Every claim we make about accuracy, uptime or throughput comes with the test that produced it.
Designed, fabricated and supported from Ahmedabad — with the response time that makes possible.
Insights
Engineering write-ups from work we have actually shipped.
Teams spend months on model architecture and days on optics. In our experience the ratio should be reversed — here is the evidence from four deployments.
Throughput numbers sell private 5G. Worst-case jitter is what determines whether your AMR stops safely. A practical method for specifying the link.
What actually needs to be in place before a commercial survey programme can fly in India — permissions, certification, logging and insurance.
Tell us the constraint — line speed, accuracy, environment, deadline. An engineer will read it and reply with a straight answer, including when the answer is that you don't need us.
We reply to every enquiry within one business day.