JobsHVAC · Construction · Energy · Chemicals
Knowledge across the archive
Plain-language questions across drawings, specs and records, answered with the sheet and revision behind every answer, and a straight answer when the documents don't say.

- Works with
- Engineers, estimators, operators and project teams
- Starts from
- The documents your teams already search by hand
- Delivers
- Answers with citations, inside each person's permissions
01
Summary
Every industrial company has a few people who know where everything is: which job used that unit, why that valve was changed, which revision the field is working from. When they are busy, or gone, everyone else searches folders.
Operon answers questions across drawings, specifications, datasheets, MOC records and past jobs, and every answer comes with its sources: the sheet, the revision and the region. Answers respect each person's project and role permissions. When the documents don't support an answer, it says so rather than guessing.
02
Inputs and outputs
What goes in
- Drawings and their revisions
- Specifications and datasheets
- MOC records, RFIs and correspondence
- Past jobs and their documents
What comes out
- Answers with the sheet, revision and region behind them
- Links that open each source
- A clear 'not in the documents' when that is the answer
- Permissions enforced by project and role
03
How it runs
Step
Operon
Your team
01
Connect the sources
Operon
Reads and indexes documents where they already live.
Your team
Chooses which repositories to connect.
02
Respect permissions
Operon
Mirrors project and role access.
Your team
Sets who sees what.
03
Ask
Operon
Answers with citations, or says when it can't.
Your team
Asks in plain language.
04
Check
Operon
Opens the exact region behind each answer.
Your team
Verifies in one click.
04
What changes
Today
With Operon
Finding an answer
Today
Ask the person who knows, or search folders
With Operon
Ask, and get the source with the answer
Trust
Today
An answer you re-check from scratch
With Operon
An answer with its evidence attached
When someone leaves
Today
What they knew leaves with them
With Operon
What they relied on stays searchable
05
Checks built in
Cited or nothing
Every answer cites its sources. Without support, Operon says so.
Permissions respected
People only see what their projects and roles allow.
06
Getting started
Pick the questions your team asks most often and the folders they search for the answers. We connect those first and measure how often Operon finds the right source.
First results within a week. Live in three weeks.
- Twenty questions your team asked recently
- The repositories where the answers live
- Who should see what
Related jobs
Further reading

Start with the work that costs you the most.
Tell us where your team loses the most hours. Three weeks later, an AI employee built for your company is doing that work.





