AI & Enterprise Systems Start from the constraint, not the model.
Applied AI and the software a business runs on: private models that work on your own data, platforms built around how your people work, automation with a person in the loop, and optimisation for hard scheduling and routing problems. It comes out of REKA’s applied R&D and lives in Heuristik, REKA’s applied AI division.
The answer is usually a smaller, private, grounded system that runs where your data already lives. When one proves repeatable, it becomes a product at AntaraX.
What we work on
AI that does real work inside a business, the systems it runs on, and the hard problems underneath.
Models, including open-weight LLMs, run inside your walls, on your data, under your control, in line with Malaysia’s PDPA and Vietnam’s PDPL. On a bounded task, retrieval over your own sources beats a bigger model.
AI & LLMs in the Lab →Yara shows where every job and work order stands. Janka forecasts inventory and drafts the order for a person to approve. Tinara, a closed pilot, tells a sales team who to call and why.
AntaraX →Bespoke software built around how your operation already works, like the on-demand cloud platform REKA built to bring modern, convenient service to UMW’s heavy-equipment customers.
The UMW case study →Reporting, approvals, data entry and handoffs automated on AntaraX Ripple, with review checkpoints wherever judgement matters and every step logged.
Intelligent Automation →Routing, scheduling and allocation problems framed as QUBO or Ising models and solved with quantum-inspired methods on ordinary hardware, each result benchmarked against a strong classical baseline.
Quantum in the Lab →Because we also build AI that runs on real vehicles and machines, we engineer for reliability: evaluation, monitoring, drift detection and human oversight, the difference between a demo and a system that works at 2am.
Robotics & Autonomy →
SETHThe answer is usually a smaller, private, grounded system that runs where your data already lives.
ReadoutInside your walls, on your data, under your control. Hover or tap a part to read what it does.
Optimisation, with an honest horizon
Most quantum value lives in the formulation, not the machine. We frame hard problems the quantum way, solve them with what runs today, and tell you plainly where the hardware is.
Reformulate hard optimisation problems and solve them with quantum-inspired classical methods. If classical wins, we say so, and ship the classical solution.
Specific structured problems in simulation and optimisation begin to favour hybrid quantum-classical approaches.
When error-corrected machines arrive, the organisations that framed their problems early move first. We prepare clients for it; we do not sell it as imminent.
From research to running systems
Every experiment either becomes a product, becomes a service, or stops.
On the record
- 2016Early AI: neural networks for images, optimisation, image processing and signal processing
- 2018Most of REKA’s R&D moves to software: AI, data analytics, cloud and mobile
- 2020Automation and robotic process automation keep companies running while their people work remotely
- 2026AntaraX launches on 23 July, with Yara, Janka and PLExyz Grid
When research becomes repeatableYara, Janka and PLExyz Grid are available from AntaraX, with additional products in closed pilot.
About AntaraX
Stop starting with the modelThe constraint router, the seven layers of a working AI platform, and what we expect now, near and far.
Visit the LabAn on-demand cloud platform for an industry underserved by technology.
Read the case study TinaraMalaysia-first B2B intelligence: companies scored with the reasons shown, and a brief for each one.
See Tinara AntaraX is live: REKA’s research, now AI products for businessRead the releaseHow to work with us on it
AI and enterprise systems are what we work on. These are the three ways in.
Take the busywork off your team on AntaraX Ripple. With Managed AI we host, monitor and retrain the models on one subscription, inside your walls when data cannot leave.
Service Consulting & AdvisoryWhere AI creates measurable value, where it should not be used, and an honest read on quantum, before you spend.
Service Custom Build & R&DBespoke platforms, integrations and models trained on your data, handed over in production. You own the IP, the code and the system.
ServiceWeighing an in-house build? Read: Your team can build AI. But can they make it work? →