Optimizing fleet routes in a city like Bangkok demands advanced computational techniques that extend beyond standard vehicle routing problems. We assist our customers in optimizing routes for over 10,000 stops daily, across industries including cold chain logistics, cement transport, and biomass transport with EV trucks. Some of the use cases has been integrated with IBMq's 127 qubit systems on production.
Smart Grid
Our customers have used our platform to optimize grid stability and distributed energy resources (DERs) as virtual power plants (VPP) with a combined install capacity of over 300 MW, including solar farms, wind farms, battery energy storages, electric vehicles, and solar rooftops.
Manufacturing 4.0
Our platform has been used to optimize an end-to-end petrochemical supply-chain in Thailand, with over 100,000 decision variables. Our customer receives over 3,000% speed up in calculation time from 10 hours to a few minutes, enabling them to make strategic decisions in a timely manner.
Air Traffic Management
Our customer uses our platform for Air Traffic Flow Advisory System (ATFAS) to minimize Air Traffic Flow Management (ATFM) delays for all flights within the Bangkok Flight Information Region. Around a thousand flights are managed simultaneously every minutes. Our platform allows ATFM officers to effectively coordinates flight congestion between different Airspace Sectors.
Life Style
We have an exclusive partnership with Thailand Point Depository (TPD) to offer a paypoint platform, enabling over 30 million customers to exchange points across various loyalty programs. Based on market demand, our solution provides real-time optimization of exchange rates to ensure fairness and platform profitability. See https://welcomepaypoint.com
Transforming your complex business operations into the quantum future.
Quantum-Enabled Adaptive Enterprise Network
Despite digital and AI transformation, organizations often face silo effects, hindering seamless collaborative decision making. We envision a quantum future with advanced computing optimizing end-to-end operations, enabling you to seize new opportunities and unlock transformative business services.
Whole Chain Integration (WCITM)
Reality is messy. Real operations are uncertain, hierarchical, and human-influenced, unlike the neat models in papers. WCI is a unified language for system-of-systems optimization that composes real-world business logic into solvable models and deploys the right compute - classical, HPC, or quantum - through a single, auditable pipeline. WCI consists of three layers each with its own Graphical User Interface: QACKTM, PolyFunctorTM and PolyOptTM.
QACKTM
Modeling Composable Data Structure
QACK™ uses ontology logs (Ologs) to unify data structures across organizational silos, with interoperability mathematically guaranteed by Category Theory.
PolyFunctorTM
Modeling Composable Business Logics
PolyFunctorTM uses graphical techniques from Category Theory, called polynomial functors, to model composable business logic and map them to a quantum-inspired model known as tensor networks.
PolyOptTM
Computing system-of-systems optimization
PolyOptTM delivers optimization and enumeration on the right compute—classical, HPC, or quantum—through a single auditable pipeline.
Our Case Studies
WCI™ is currently in development with a select group of pioneering customers—regional leaders in logistics, energy, finance, and petrochemicals, representing over 70 billion USD in combined revenue. At this stage, certain aspects of WCI are already delivering measurable value, helping them optimize more than 10 million decision variables each day across strategic, tactical, and operational levels.