Katalysis is an engineering execution platform that turns fragmented engineering knowledge into project certainty — catching the costly issues upstream, before they become variations, rework, or delays. It runs in private cloud with every tenant fully isolated, so your data and IP stay under your control. No rip-and-replace.
Watch on YouTubeSpec in · audited deliverable out
The same engineering execution platform reads differently depending on where you sit in the project lifecycle. Pick your seat — we'll show you the outcome, the KPIs, and the part of Katalysis that's yours.
Accelerate value realization from your capital investments.
Protect project margins and improve delivery certainty.
Scale your expertise without scaling headcount.
Foundation models are infrastructure — the power supply of this era. Like every infrastructure layer before it, it is consolidating to a handful of giants: the OpenAIs, Anthropics and Googles of the world. Katalysis is not one of them, and has no intention of being. We are the engineering that runs on top — and the labs are our suppliers, not our rivals.
We run on the best models available — frontier or open-weight — and swap them freely. We are not betting the company on one lab winning. Every advance in the underlying models is a free upgrade to Katalysis.
It is reading a P&ID spatially, checking it against API, ASME and ISO, and producing a deterministic, auditable result an engineer signs their name to. A general model is built to sound right about everything; this has to be right about one thing. Different jobs.
No operator ever built its own CAD. AWS built a data warehouse and Snowflake still became a giant beside it. Adobe invented the PDF and still does not own engineering markup — Bluebeam does. Horizontal platforms win breadth; specialists win depth.
Katalysis runs inside the cloud you already operate, every tenant fully isolated — no data pooled, nothing leaked, and you choose where inference runs. Your IP never leaves your control. That is a property of being the engineering layer, not a bolt-on.
The model is the feedstock. Katalysis is the plant.
Surface the costly issues upstream — undersized lines, spec mismatches, scope gaps — before they become variations, claims, and slipped start-up dates.
A small engineering miss becomes million-dollar procurement waste and rework downstream. Katalysis catches it before the cost is committed.
Turn your best engineers’ judgment into leverage. Deliver more engineering capability without scaling headcount one hire at a time.
Modules span the project lifecycle — Plan (define and procure better), Win (turn tenders into winnable bids), and Execute (deliver faster, with traceable output an engineer signs off). Each shares the same secure, tenant-isolated core. Adopt one, or roll out the suite.
Turn RFQs and tender packages into structured, compliant responses — without the manual copy-paste marathon.
Read P&IDs spatially — extracting tags, valves, instruments, line lists, and MTOs with deterministic, auditable accuracy.
Audit process simulations for consistency and error before results drive a design decision.
Automate and validate process calculations against engineering rules, with every step traceable.
Build and stress-test project plans and schedules so slippage shows up before it costs you.
Generate stampable engineering deliverables straight from your source data and approved extractions.
We plug into your existing CAD, ERP, and PLM stack in days, not months. No rip-and-replace, no parallel system to maintain.
Quality checks, sizing calculations, and MTO generation run automatically — with full traceability on every output.
Your team inspects the diff and signs off. Katalysis only ships what an engineer approves — the judgment stays human.
Track capacity gained, cycle time saved, and errors caught in one view — the kind of impact you can defend to a P&L owner.
The work executives actually buy — protected margin, held schedules, and capacity you didn't have to hire for
Same team, more work delivered to plan. Automate the repetitive engineering so your senior people spend their judgment where margin is won or lost.
Automated QA catches errors early. Higher quality output builds reputation — and reputation wins the next contract.
Full audit trails and regulatory traceability on every deliverable. No more last-minute compliance scrambles.
Track project performance, resource utilization, and delivery quality across your entire portfolio in real time.
Integrates with existing ERP, PLM, and CAD systems. No rip-and-replace — works alongside your current tools.
Automate calculations, checks, and documentation. Your best people spend time on design and problem-solving, not paperwork.
Whether you're on reimbursable or lump-sum contracts — protected margins, fewer downstream surprises, and more certain delivery
Upstream, midstream, downstream. Catch P&ID and MTO errors upstream, before they become rework, procurement misorders, or claims.
Power generation, transmission, renewables. Electrical load analysis, grid integration studies.
Process manufacturing, chemical plants. Equipment specification, utility requirements, layout optimization.
Transportation, water treatment, smart cities. Civil engineering calculations, structural analysis.
Solar, wind, battery storage. Performance modeling, grid integration, economic analysis.
Petrochemicals, specialty chemicals, pharmaceuticals. Process optimization, safety analysis.
See how your team could deliver with more certainty — and protect margin on every project
Models, methods and prompts change every week. When they do, almost no one can answer the only question that matters: did the output actually get better — or just different? Most teams ship changes on instinct and hope.
We don't. Every Katalysis output is scored against a validated engineering test set, so a change only ships when it provably improves the result — and we can say how a given model or method performs on real engineering work, not a generic leaderboard.
A change ships only when it beats the previous version on the test set — never on instinct, never on a demo that happened to look good.
Score any model — frontier or open-weight — on the same engineering tasks. Swapping models becomes a data decision, not a guess.
Measured on real P&IDs, line lists and MTOs — the work your engineers are paid to produce — not a generic language leaderboard.
We're building this into the benchmark for engineering AI — a rigorous, domain-specific standard for judging whether an engineering-AI system is actually any good. The intent is to open it up. The team that defines how a field is measured tends to define the field.
¹ Today, accuracy is measured on Katalysis' internal validated P&ID test set (98–100% association accuracy). An independent benchmark on your own drawing set is available on request.
¹ Measured on Katalysis' internal validated P&ID test set. An independent benchmark on your own drawings is available on request.
Pilots are underway with operators and EPCs in capital-intensive industries. Named partners and case studies will appear here as those engagements complete.
The real return isn't faster engineering — it's the downstream cost that never gets committed: the variation avoided, the rework caught, the start-up date held.
Modeled targets, not guarantees. They reflect the automatable share of engineering work — P&ID review, MTO generation, calculations, and documentation — running up to 80% faster, using the same assumptions as the ROI calculator. Your results depend on your workflow mix.
Reduces P&ID development time from weeks to days with automated equipment sizing and MTO generation.
Accelerates transmission planning with automated load flow analysis and protection coordination.
Automates process design and safety analysis to reduce engineering costs while improving quality.
Ready to see what your team could accomplish?
Most teams see clear leading indicators within the first few weeks of a pilot — errors caught, hours returned — with a full rollout following once the workflow is dialed in.
No. Katalysis sits on top of your existing CAD, ERP, and PLM tools with minimal IT lift. There is no rip-and-replace and nothing new for your engineers to babysit.
One technical contact, one business-unit sponsor, and access to the relevant systems. We handle the integration and the workflow setup.
Yes — by architecture, not just policy. Katalysis AI deploys inside private cloud environment with every tenant’s data completely isolated, so your designs and IP stay under your control and are never pooled with anyone else’s. You decide where inference runs. Every run is auditable and traceable, on a security-first deployment architecture designed to meet your security team’s requirements.
Those are general-purpose copilots: they flatten your spatial drawings into text, guess the most plausible answer, and hand you a chat reply instead of a deliverable. Katalysis AI runs inside private cloud with your data tenant-isolated under your control, and is built specifically for engineering documents — reading P&IDs spatially to produce deterministic, auditable line lists, MTOs, and quality reports rather than a confident guess.
Always. Katalysis AI surfaces work and flags issues, but ships only what an engineer reviews and approves. The judgment stays with your team.
No long-term lock-in · No new dashboards to babysit
Once you've decided we can solve the problem, the ROI calculator models the capacity gains and savings for your team size and project load — with every assumption exposed and adjustable.
Stop choosing between quality and throughput. Katalysis AI gives your engineers the capacity to do both — and gives you a number you can put in front of a P&L owner.
Based in India. Deployed in Norway. Incorporated in Singapore. Obsessed globally.