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For engineering leaders tired of AI theater

AI that shows up in your P&L — not just in slideware.

Katalysis embeds into your engineers' daily workflows — automating quality checks, calculations, and MTO generation. No rip-and-replace, no new dashboards to babysit. Just more projects shipped, with the team you have.

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Pursuing SOC 2 · ISO 2700117 yr domain expertiseOil & Gas · Power · Manufacturing
run_01J3F · P&ID review
running · 00:42
01parse specok
02size equipmentok
03check line list142/142
04flag undersized valve1 found
05generate MTOok

One run · spec in, audited deliverable out

Built for owners of engineering P&L

Multiply capacity

Take on more projects with the same team. Automate the repetitive engineering so the same headcount ships a bigger number.

Protect margins

Catch rework, scope, and calculation errors before they hit your schedule and your P&L. Quality that wins the next contract.

De-risk the portfolio

Diversify revenue across more contracts, and see early whether a new bet is actually working in the field.

How it works

From spec to audited deliverable — in one run.

  1. 01

    Connect to your live workflows

    We plug into your existing CAD, ERP, and PLM stack in days, not months. No rip-and-replace, no parallel system to maintain.

  2. 02

    Automate the engineering drudge

    Quality checks, sizing calculations, and MTO generation run automatically — with full traceability on every output.

  3. 03

    Engineers review and ship

    Your team inspects the diff and signs off. Katalysis only ships what an engineer approves — the judgment stays human.

  4. 04

    Prove it in the numbers

    Track capacity gained, cycle time saved, and errors caught in one view — the kind of impact you can defend to a P&L owner.

Who it's for

Made for owners of engineering output — not just another tool.

Katalysis is built for the people accountable for delivery: more projects, higher quality, and a portfolio that doesn't depend on any single contract.

  • Heads of engineering and business-unit owners with a clear target and finite headcount
  • Leaders who want AI to improve the workflows they already run — not start another platform project
  • Teams already on CAD, ERP, and PLM stacks who need more output, not more software

Not a fit if you're still figuring out your engineering motion, or looking for a generic analytics dashboard.

Built for your bottom line

Do more with
the team you have

Whether you bill by the hour or by the project — higher capacity, better quality, and a more resilient business

2–3x

Multiply Project Capacity

Same team, more projects. Automate the repetitive work so your engineers take on additional contracts without hiring.

95%+

Quality That Wins Work

Automated QA catches errors early. Higher quality output builds reputation — and reputation wins the next contract.

Audit-Ready

Compliance Built In

Full audit trails and regulatory traceability on every deliverable. No more last-minute compliance scrambles.

Real-Time

Portfolio Visibility

Track project performance, resource utilization, and delivery quality across your entire portfolio in real time.

Enterprise

Fits Your Stack

Integrates with existing ERP, PLM, and CAD systems. No rip-and-replace — works alongside your current tools.

Always-On

Engineers Focus on Engineering

Automate calculations, checks, and documentation. Your best people spend time on design and problem-solving, not paperwork.

Industry applications

Built for capital-intensive industries

Whether you're on reimbursable or lump-sum contracts — more capacity, higher quality, and a more resilient project portfolio

O&G
Primary Focus

Oil & Gas

Upstream, midstream, downstream. Free your engineers from P&ID markups and MTO drudgery so they can take on more projects.

  • ·Automated P&ID review & sizing
  • ·Safety system calculations
  • ·Audit-ready compliance docs
Highest capacity impact
P&E
Growing

Energy & Power

Power generation, transmission, renewables. Electrical load analysis, grid integration studies.

  • ·Load flow calculations
  • ·Protection system design
  • ·Environmental impact assessments
High projected impact
MFG
Expanding

Manufacturing

Process manufacturing, chemical plants. Equipment specification, utility requirements, layout optimization.

  • ·Production line design
  • ·Material handling systems
  • ·Quality control procedures
Strong projected impact
INF
Pilot

Infrastructure

Transportation, water treatment, smart cities. Civil engineering calculations, structural analysis.

  • ·Structural load calculations
  • ·Traffic flow optimization
  • ·Environmental compliance
Promising early results
REN
Fast Growth

Renewables

Solar, wind, battery storage. Performance modeling, grid integration, economic analysis.

  • ·Energy yield calculations
  • ·Storage system design
  • ·Financial modeling
High projected impact
CHM
Proven Fit

Chemicals

Petrochemicals, specialty chemicals, pharmaceuticals. Process optimization, safety analysis.

  • ·Reaction kinetics modeling
  • ·Separation process design
  • ·HAZOP automation
High projected impact

See how your team could handle more projects without growing headcount

The numbers

The real impact

It's not about doing the same work faster — it's about what your team can achieve when the busywork is gone.

0%
Faster per project
Take on more work with the same team
0%
Error detection
Quality that earns repeat business
0%
Faster deliverables
More throughput, fewer bottlenecks
O&G
P&ID automation
Oil & Gas

Reduces P&ID development time from weeks to days with automated equipment sizing and MTO generation.

P&E
Load studies
Power & Energy

Accelerates transmission planning with automated load flow analysis and protection coordination.

CHM
Process design
Chemical

Automates process design and safety analysis to reduce engineering costs while improving quality.

Ready to see what your team could accomplish?

Before you ask

The questions every P&L owner asks first.

How long until we see impact?

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.

Do we need to change our core systems?

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.

What's required from our side?

One technical contact, one business-unit sponsor, and access to the relevant systems. We handle the integration and the workflow setup.

Is our data and IP safe?

Every run is auditable and traceable. We are pursuing SOC 2 Type II and ISO 27001, and can deploy in the environment your security team requires.

Does an engineer stay in control?

Always. Katalysis 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

ROI Calculator

Check the P&L impact in 15 minutes

Model the capacity gains and savings for your specific team size and project load.

ROI Calculator

Estimate the capacity and margin Katalysis could unlock for your team. Move any slider — every input changes the result.

10500
$80k$200k
6100
$250k$10M
4 weeks52 weeks

Your Katalysis impact

Faster delivery

16 → 12 weeks per project

−4 wks

Added capacity

24 → 28 projects / year, same team

+4

Annual value created

Added project margin + rework avoided

$1.6M

First-year ROI

2-month payback

698%

Annual impact breakdown

Current engineering cost$6.0M
Added project margin (≈4 projects)+$1.2M
Rework & errors avoided+$396k
Katalysis subscription (≈50 seats)−$200k
Net annual value+$1.4M

Illustrative estimate. Assumes ~35% of effort is automatable, run up to 80% faster, with 20% margin captured on added project throughput.

Additional benefits

  • Improved project predictability
  • Enhanced regulatory compliance
  • Reduced engineering bottlenecks
  • Better resource allocation
  • Faster time-to-market
  • Higher client satisfaction

More projects.
Same team. Better quality.

Stop choosing between quality and throughput. Katalysis 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.