AI, automation, autonomy —proven on our shop floor before it reaches yours
Smart Robotics Lab
Here, automation gains autonomy.
The Wipro PARI Smart Robotics Lab is a working shop floor where intelligent robots, AI-managed fleets and physics-accurate digital twins run as one system. Everything we deploy on a customer site is built, integrated and proven here first.
The result is an operation that does not simply execute instructions. Robots, orchestration software and digital twins run in a closed loop — every signal and movement captured, analysed and acted on in real time.
Five product lines are developed and validated in the lab:
- wp.arc — industrial autonomous mobile robot platform
- wp.mwcs — master warehouse control system and multi-agent orchestration
- wp.emulate — physics-accurate digital twin and virtual execution environment
- wp.ost — shuttle warehouse control, slotting and sequencing
- wp.opt — GPU-accelerated optimisation and decision engine
How we deploy
Digitalization, in the right order.
- Simulation — internal modelling of layout, flow and process behaviour
- Emulation — OEM integration and control-logic validation
- Automation — system integrator role, taking the validated design to the floor
- AI Factory — GPUs and IT infrastructure at factory level
Phases can be included or omitted to suit the site. Cost and timeline are closed for the pilot and the full-scale rollout before work starts.
The product lines
wp.arc — Engineered for the real shop floor
Industrial AMRs built for dust, vibration and 24/7 duty cycles.
AMR reliability is proven after go-live, not before it. wp.arc is engineered around the things that break: repeat routes, dynamic obstacles, pallet handoffs, payload variation.
- Traction — Nidec Shimpo drive, negligible backlash
- Compute and perception — Advantech fanless IPC, IP-rated Intel 3D camera
- Redundant safety — SICK dual-redundant architecture, configurable 360° fields
- Transfer and lift — servo conveyor with STO and FOC, hybrid lifter
- Modular SLAM — upgrade path to VSLAM and NVIDIA Perceptor
- Fleet management — multi-AMR coordination, WMS and ERP integration
Conformal-coated, wide-temperature build for a 7–15+ year service life.
wp.mwcs — One brain, multiple systems
One orchestration layer across every system, every workflow, every event.
Most facilities run a patchwork of control systems, each optimising locally. The result is bottlenecks and idle queues. wp.mwcs sits above them as an OEM-neutral execution brain, rerouting work as conditions change so material keeps flowing.
- Unified multi-OEM orchestration with intelligent task routing and prioritisation
- Knowledge graph of live resource, workflow and dependency models
- Workflow and priority changes without manual task deletion or system disruption
- Bottleneck analysis, autonomous rerouting, material flow and inventory optimisation
- End-to-end visibility from task release to completion, down to transaction level
- Sandbox validation before go-live; deployment on-prem, hybrid, public or private cloud
wp.emulate — Test it first, build it once
A physics-accurate digital twin to validate layouts, routing and peak-volume behaviour before anything is built.
Without a twin, layouts and routing fail under peak volume and the failure is found after launch. wp.emulate builds the virtual operation first — assets, workflows, traffic and resource interactions — then emulates the devices, sensors, robots and control responses that run on it.
- Virtual commissioning of workflows, integration and edge cases before site go-live
- Hardware and control emulation before physical assets exist
- Multi-robot scenario testing for congestion, routing and task allocation
- Layouts, fleet sizing, sequencing and peak-volume behaviour pre-tested
- Continuous validation — critical scenarios re-run as workflows evolve
Built on NVIDIA Omniverse, Isaac Sim and cuOpt.
wp.ost — Every slot planned, every move sequenced
Decides where every SKU should be stored, and when each shuttle should move.
A purpose-built warehouse control system for shuttle-based storage. It sets storage strategy and sequences movement in real time, holding throughput as order profiles shift through the day.
- Purpose-built WCS for shuttle and multi-level storage
- Dynamic shuttle orchestration and real-time task sequencing
- Slotting and re-slotting engine
- Order wave optimisation
- Live digital twin to test a strategy before committing the fleet to it
wp.opt — Millions of possibilities, one optimised decision
GPU-accelerated optimisation for real-world decision making.
Scheduling, routing and network design grow combinatorially — faster than conventional solvers can keep up with. wp.opt runs the problem through a GPU-accelerated engine and returns an executable answer inside operational timeframes.
- Warehouse scheduling and network optimisation
- Delivery and fleet routing
- Supply chain planning
- SAP integration and agentic AI orchestration
Centre of Excellence
Your partner in digital manufacturing
Our joint Centre of Excellence with NVIDIA combines Wipro’s industry and integration expertise with NVIDIA’s leadership in AI and robotics, giving enterprises a scalable roadmap from initial strategy to full deployment.
- Establish resources and tools — set up the Centre of Excellence
- Build a collaborative environment — apps and integrations
- AI-enhanced 3D workflows — large-scale rollout
- Automated content pipelines — new production principles
- Full automation and go-to-market — enterprise deployment
