Document intelligence for high-consequence engineering

Every document is supposed to agree. We find where they don't.

TrueLumen reads your drawings, specs, studies, and contracts as one body of work — then surfaces every place they disagree, with a one-click citation behind each one. Your engineers keep the judgment.

Flag 003 MV single-line · sheet 4

Inverter count on the medium-voltage single-line is 14. The signed contract specifies 16.

Design set · 90% 14 ↗ E-201, sheet 4
Version of record 16 ↗ Exhibit B-1.1 § 3.2

Both sources grounded · surfaced day 1 of a 10-day review

The problem

The disagreement is silent.

A gigawatt-scale project lives in hundreds of drawings, datasheets, specifications, and submittals that are all contractually obligated to agree. They often don't — and nobody notices. Two documents quietly contradict each other, and the cost compounds: a change order, weeks of field rework, and at worst a safety failure once the plant is energized. A single missed decimal nearly triggered a near-million-dollar order for equipment that was never needed.

The mistake is cheap to fix on the page and ruinous to fix in the field. Today the only thing standing between a buried mismatch and the field is the reviewing engineer — reading hundreds of pages one at a time, cross-checking by hand, catching what they can inside a ten-day window. It's slow work that leaves no record and can't be verified, and it gets harder every year as the volume of review races ahead of a shrinking pool of senior engineers.

What it does

01

Comprehends every document

Prose, tables, diagrams, scans — the meaning, not just the text. A value on a drawing lands in context, not as a floating number.

02

Reasons across the whole set

What agrees, what conflicts, what supersedes. Every check is held to the version of record — the signed contract, the governing code cycle — never just the latest file in the folder.

03

Grounds every answer in evidence

Each flag carries a one-click citation to the source that governs it. Open it, check it, defend it in the room. Nothing is asserted that can't be traced.

Why teams trust it

In high-consequence work, an answer you can't check is worthless. Four commitments hold on every review.

Surface, never decide

TrueLumen points out that two numbers disagree. It never overrules your engineer or declares a rule broken. Judgment and liability stay exactly where they belong.

High-certainty only

Low-volume, high-value comments — never a 275-item laundry list. Below our precision floor, we don't show it. A tool that cries wolf doesn't get invited back.

No new repository

Read-only on top of the systems you already run — Procore, Box, SharePoint, Bluebeam. Nothing moves, nothing migrates, nothing to rip out.

Coverage you can audit

Every review states what was checked, what wasn't, and against which sources — so the gaps are visible instead of assumed.

Where it fits

It hands back the artifact your team already exchanges.

  • A comment log — drawing, page, comment, citation, severity — plus the referenced set.
  • Delivered on day one of the review window, not after it closes.
  • Drops straight into the review your engineers already run. No new habits.
  • Confidential contracts and design data stay inside your tenancy.
Comment log · electrical · 90% set
DrawingPgCommentReferenceSeverity
E-2014 Inverter count reads 14; contract specifies 16. Exh. B-1.1 § 3.2 High
E-1142 Conductor size below ampacity study result for this run. Ampacity calc, tbl 3 High
E-3087 Ground-grid resistance target conflicts with the grounding study. Grounding study § 5 Medium
E-1021 Sheet naming departs from the agreed convention. Exh. B-5 Low

Who it's for

Wherever right and wrong are objective, and being wrong is expensive.

We're co-built with engineering teams reviewing gigawatt-scale energy projects — the sharpest version of the problem, where a hidden discrepancy becomes costly rework or a delay no one can afford. From there the path is a single axis: the higher the consequence, the higher the value.

Energy · today EPC & engineer-of-record Independent engineers Regulated fields beyond
Get in touch

Bring us a set of documents that are supposed to agree.

We'll run a review against your ground truth and show you what we find — every flag cited, so you can check our work before you believe a word of it. For engineering leaders evaluating the product, and for investors, the same door.

hello@truelumen.ai