
The trade-off: Linking commercial process simulations with AI-based multi-objective optimisation
A story using Quaisr to connect multi-objective optimisation with a styrene production process example in gPROMS
Unify simulations, live data, and AI with Quaisr. Provide a digital backbone for large organisations to make informed, physics-grounded decisions across your entire lifecycle of engineered systems.
We are a team of researchers dedicated to building the connectivity layer for complex engineering systems. Quaisr was created to democratise expert knowledge, allowing global enterprises to ground their AI in mechanistic models to accelerate engineering at scale.
Benefits
We provide the infrastructure to connect your people and live data into a single, secure environment. Move beyond siloed static scripts to achieve measurable impact across your entire engineering lifecycle.
Transform complex R&D scripts into user-friendly business tools in hours, not weeks.
Integrate AI and physics-based models to navigate complex systems with unprecedented speed and precision.
Accelerate the movement of knowledge from the lab to production by removing manual data-transfer from your process.
Quaisr is not a generic SaaS; we deploy firmly within your secure IT environment to ensure your IP never leaves your control.
Quaisr offers a digital backbone for SimOps, providing your team with the tools to build, orchestrate, and deploy engineering intelligence at scale.
Dynamic workflow orchestration
Build event-driven workflows that react to the real world using "Active" and "Passive" blocks for sub-second latency.
Multimodal interaction
Future-proof your stack with our Model Context Protocol (MCP) server, allowing AI agents to "tool call" simulations directly via an intuitive chat interface.
Rapid no-Code app creation
Transform backend models into intuitive dashboards with interactive 3D widgets and governed operator interfaces.
Enterprise-grade infrastructure
Securely manage HPC credentials and secrets with a platform monitored by SOC 2 standards and granular licensing.
Industries
From the laboratory to the factory floor, Quaisr provides the connectivity layer needed to ground AI in physics and data-centric engineering.
We accelerate the Chemistry Manufacturing & Control critical path by unifying isolated models for crystallisation, drying, and milling into a single SimOps environment. Quaisr’s platform enables the lab of the future by digitising workflows and creating a closed-loop system where outputs automatically update models to predict the next optimal experiment, reducing the total number of physical trials required and significantly accelerating time-to-market.
Read MoreOur platform upscales sparse continental-scale data to reduce drill-hole placement uncertainty or optimise mineral processing, saving on grand capital expenditure and turning ambiguity into insight. Quaisr turns weeks of manual data aggregation into actionable insights, empowering geologists to up to halve traditional discovery-to-investment timelines.
Read MoreWe accelerate mission-critical projects by connecting expert teams with simulation tools, up to halving the time required for energetics material discovery.
Read MoreWe help product development teams bridge the divide between R&D and mass production by reducing expensive physical experimentation with virtually screened experiments. Quaisr democratises complex modelling tools, allowing non-specialists to run "what-if" scenarios for shelf-life without new training investments.
Read MoreQuaisr accelerates the discovery of new candidate compounds by screening vast design spaces virtually before entering the laboratory. We integrate disparate supply chain data to provide end-to-end traceability for the life cycle of harmful chemical compounds, ensuring compliance with rigorous waste disposal regulations.
Read MoreQuaisr connects engineering, manufacturing, and logistics data to provide an unified operational picture to expert teams that maximises fleet uptime. From identifying low-cost materials for aerospace production, to reducing flight-path energy consumption, we help leaders at BAE Systems and more meet targets without large upfront expenditure.
Read MoreQuaisr de-risks scenario planning by integrating supply, demand, and pricing systems into automated daily update cycles. We accelerate feasibility studies, enable predictive maintenance, and optimise offshore wind foundation designs by orchestrating massive simulation campaigns.
Read MoreImpact
Real-world applications of our platform across high-stakes industries. Explore how global enterprises use Quaisr to orchestrate simulations, data, and AI across the entire engineering lifecycle, turning complex system data into an operational edge.
FTSE 100 Life Sciences
“This new workflow saves $200k per experiment.”
FTSE 100 Life Sciences
“We have so many tools and this is the system to link them. If we can't do end-to-end simulations, we can’t solve our key problems.”
AstraZeneca, FTSE 100 Pharma
“My god, this is impressive. I want to do more pressure tests.”
Top-Tier Global CDMO
“There's real value in democratising models. We don't want modelling owned by a few – we want everyone contributing.”
Global Mining Major
“The Quaisr team just finished the proof-of-concept as an example, and I get the impression they set it all up this morning!”
Global Mining Major
“These workflows are exactly how a geophysicist constructs them, but now they can scale.”
FTSE 100 Energy Supermajor
“In hybrid modelling, Quaisr has something unique. The main providers aren’t working to integrate AI and physics-based modelling like this.”
FTSE 100 FMCG
“We are correctly putting connectivity into the hands of the experts.”
BAE Systems, FTSE 100 Defence
“Our clients don't want to be locked into one algorithm: they want best-of-breed. Taking these steps to build and connect is exactly what attracts us.”
FTSE 250 Defence
“This solution brings value back to the tools we've already invested in, and puts them to use without a two-year learning curve.”
FTSE 100 Consumer Goods
“FMCG R&D groups are stuck at the operationalisation stage. Quaisr solves that.”
Global Manufacturer
“Our models work well 80% of the time. Quaisr is adding value for the other 20%... where things get difficult.”
Resources
Discover articles, engineering notes, and insights from the team building the orchestration layer for simulation.
Schedule a technical deep-dive to discuss your specific simulation stack, HPC security requirements, and data protocols. See exactly how Quaisr fits into your existing architecture.
Schedule a technical deep-dive to discuss your specific simulation stack, HPC security requirements, and data protocols. See exactly how Quaisr fits into your existing architecture.