THE AI PROCESS OPTIMIZATION LAYER
Kelden is the AI optimization layer that connects to the simulators and plant data you already run, builds and tunes the models for you, and turns the result into measurable savings, with no rip and replace.
WORKS WITH THE TOOLS YOU ALREADY RUN
Aspen Plus
Aspen HYSYS
Honeywell UniSim
AVEVA PRO/II
Siemens gPROMS
DWSIM
Connected through the open CAPE-OPEN standard and authorized interfaces.
THE PROBLEM
Gains in yield, energy, and throughput sit unrealized because the tools that could find them are expensive, slow to use, and locked to a single vendor. AI now makes it possible to model and optimize processes faster than ever, if it can be trusted with real engineering. Kelden closes that gap.
WHAT IT IS
Kelden sits alongside your existing stack as an intelligence layer. Describe what you want in plain language and it builds the model, optimizes it against your real constraints, and shows you exactly why before you act. You keep your validated models, your simulators, and your control over every decision.
HOW IT WORKS
STEP 1
Connect
Plug into your simulators and plant data through open standards and authorized interfaces. Nothing is replaced.
STEP 2
Model
Describe the process and the AI builds and calibrates the model to match how your plant actually runs.
STEP 3
Optimize
The engine balances yield, energy, throughput, and emissions against your real constraints to find the best operating points.
STEP 4
Verify and act
Every recommendation is grounded in physics and shown with its assumptions, so your engineers approve before anything changes.
OUTCOMES AND PROOF
Process optimization delivers value you can measure, in energy saved, yield gained, and throughput unlocked. Kelden is designed to surface those gains on your own plant and prove them before you commit, so the business case is real rather than theoretical.
3–5%
Typical capacity gain per optimized unit
Weeks
To first validated results, not months
1–2%
Validated accuracy against reference results
Figures shown are industry-typical context, not a product guarantee. Your pilot results replace them.
FEATURE OVERVIEW
A quick look at the platform. Explore the full feature set for the complete picture.
Works with your simulators
Add intelligence without replacing anything.
AI model building
Describe the process and the AI builds it.
Optimization engine
Balance yield, energy, and emissions, and find the savings.
Validated accuracy
Within one to two percent of trusted reference results.
Safety-gated
Grounded in physics, verified, and approved before action.
Runs anywhere
Cloud, on-premises, or fully air-gapped.
DIFFERENTIATORS
Legacy suites lock you into one vendor and one price. Thin AI add-ons depend entirely on someone else’s engine. Kelden is built differently, as an independent, validated optimization core that interoperates with everything through open standards, so you get real AI capability without lock-in and without giving up the models you trust.
BUILT FOR
Refining and petrochemicals, chemicals, oil and gas, and the energy transition. Ideal for greenfield projects and engineering firms running more than one simulator.
Refining and Petrochemicals
Squeeze more yield and energy out of every unit.
Chemicals
Tune specialty processes against tight constraints.
Oil and Gas
Optimize upstream and processing operations.
Energy Transition
Hydrogen, carbon capture, and biofuels.
Engineering and EPC
One optimization core across every simulator you run.
SECURITY AND TRUST
Deploy in the cloud, on-premises, or air-gapped to meet your security and data-residency rules. Built with role-based access, full audit trails, and industrial cybersecurity alignment, with accuracy validated to reference standards and every autonomous action gated by human approval.
Bring one real optimization problem. We will show you the savings on your own plant, alongside the tools you already use.