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BASF ECMS deploys CurieOS for AI-driven materials discovery. Read the announcement

CurieOS for MEP & deployment engineering

Automate routine checks. Keep engineers in control.

Apply reviewed MEP skills to drawing coordination, calculation packages, schedules, and submittal checks. Trace flagged issues to source requirements for engineer review.

Talk to our teamSee the full platform
CurieOS / Calculation auditConcept interface · illustrative values
Conversation · calculation package
Calculate the pressure drop and show each step so I can review the assumptions.
CurieOSThe calculated pressure drop is 8.1 kPa. I used the uploaded design inputs and the Darcy–Weisbach equation. Open the trace to review the values and method.
Calculated pressure drop8.1 kPa
Trace available
Calculation trace4 reviewable steps
1
Read design inputsFlow rate, length, diameter
Source linked
2
Calculate flow velocityv = Q / A
1.02 m/s
3
Apply pressure-loss equationΔP = f × (L/D) × (ρv²/2)
8.1 kPa
4
Compare with design limitReview limit and assumptions
10 kPa
Inputs · equations · intermediate valuesStep 3 of 4

Workflows

What MEP teams do on CurieOS

Built for mechanical, electrical, and plumbing engineers and the consultancies they work in, across commercial, healthcare, laboratory, industrial, residential, and mission-critical projects.

  1. 1

    Coordinate drawings and models

    Check Revit models and AutoCAD drawings for clashes, clearances, and missing information, with each finding traced to its source sheet.

    UsesReviewed skillsRevit · AutoCAD
  2. 2

    Audit calculation packages

    Recalculate pressure drop, voltage drop, and load schedules step by step, so the checking engineer sees every input and equation.

    UsesChat with tracesReviewed skills
  3. 3

    Check schedules and submittals

    Compare equipment schedules and submittals against the specification and the project's standards, and flag mismatches for review.

    UsesCompany contextApps

CurieOS flags issues for engineer review. Engineers keep the decision and the sign-off.

Works with

DXF · DWG

Level 3 mechanical · Rev C2 findings
Clearance checkDuct vs. cable tray at grid C4
Schedule mismatchAHU-02 airflow vs. spec

Drawing review workspace · each finding links to its sheet and requirement

CurieOS science and engineering tools

Built by Orbital Industries.
Available only in CurieOS.

Deployment · MEPBuilt by Orbital Industries · CurieOS only

A reviewed MEP skills bank you cannot get anywhere else.

Orbital Industries' skills are reviewed and checked by MEP engineers before they enter the CurieOS library. Use them for drawing reviews, calculation checks, and project-specific engineering work.

01Drawing coordination reviewValidated
02Calculation auditValidated
03System schedule checkValidated
One platform

MEP teams also use the rest of the platform: chat with calculation traces, apps built through chat, company context, and enterprise security. See the full platform

Supported software and data

Software CurieOS supports for MEP and deployment engineering

CurieOS for MEP and deployment engineering works with facility drawings and models from Autodesk Revit and AutoCAD (DXF and DWG), and parses drawing geometry with LibreDWG, ezdxf, shapely, and fast-dxf.

Facility drawings and models

Drawing parsing and geometry

  • LibreDWG
  • ezdxf
  • fast-dxf

Also connects to

Notion, Google Workspace (Drive, Sheets, Slides, Gmail, Calendar), Microsoft SharePoint and OneDrive, Slack, Granola, GitHub, Linear, Weights & Biases, Salesforce, LinkedIn, Apollo, and Exa.

Common questions

What is CurieOS for MEP engineering?

CurieOS is an AI operating system for science and engineering teams, built by Orbital Industries. MEP teams use it to apply reviewed engineering skills to drawing coordination, calculation packages, schedules, and submittal checks, with every flagged issue traced to its source.

Which MEP software does CurieOS work with?

CurieOS works with Autodesk Revit models and AutoCAD drawings, including DXF and DWG files.

Is CurieOS only for data center projects?

No. MEP teams use CurieOS across commercial, healthcare, laboratory, industrial, residential, and mission-critical projects.

Does CurieOS replace the engineer’s sign-off?

No. CurieOS flags issues for engineer review. Engineers keep the decision and the sign-off.

How are CurieOS engineering skills checked?

Orbital Industries’ skills are reviewed and checked by MEP engineers before they enter the CurieOS library.

Connected across the lifecycle

One platform from chemistry to deployment.

A material screened by one team can be evaluated against hardware and deployment constraints by the next, without re-characterization or a six-month handoff. Orbital Industries runs its own programs this way.

  1. Chemistry

    PFAS-free coolant discovered

  2. Hardware

    Two-phase cooling plates designed

  3. Deployment · you are here

    Infrastructure engineered and deployed

Put your MEP workflows on CurieOS.

Tell us about the files, tools, and repeatable work your team wants to bring into one operating system.

Talk to our team