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Built by engineers,
for engineers.

Twenty-five years on capital projects taught us what gets missed at 2 a.m. before a package ships, what a senior reviewer actually checks, and why generic AI cannot do this work.
EngMind is the engineering chat that knows your codes.

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The Industry Reality

Billions of dollars. Thousands of drawings. The same misses, every project.

After twenty-five years on capital projects across four countries and three continents, the same structural pattern keeps repeating itself. Engineering drawing review is the silent bottleneck of every megaproject, and the cost of getting it wrong is paid in the field, weeks or months after the engineer who should have caught it has already moved on to the next package.

Senior reviewers absorb days per drawing
A single drawing set can consume experienced engineers for days per discipline. Project schedules slip while review queues lengthen.
Inconsistencies between drawings, BOMs, and lists
Line lists do not reconcile with isometrics. Valve lists do not reconcile with P&IDs. BOMs ship out of step with the drawing they describe.
Findings caught in the field, not on paper
Line spec mismatches, undersized lines, missing notes. Discovered at fabrication or hydrotest instead of in the design office, at ten to one hundred times the cost.
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Standards literacy concentrated in retiring engineers
ASME, API, ISA, IEEE, NFPA, and the project's own specifications live in the heads of senior reviewers, who are retiring faster than EPCs can hire to replace them.
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Review queues outpacing reviewer capacity
Capex super-cycles, energy transition, and reshoring are pushing drawing volume up while reviewer capacity stays flat. The math does not close.
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Audit trail fragmented across email and redlines
Engineering review history scattered across email chains, marked-up PDFs, and revision sheets. Indefensible when auditors arrive, and rebuilt from memory after the fact.
Cross-discipline clashes hidden inside disciplines
Piping clashes with structural. Electrical with mechanical. Instrumentation with process. Each discipline reviews in isolation, and the interfaces fail at integration.
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Vendor documents drifting from project specs
Vendor drawings, datasheets, and packages drift from project specifications during procurement and engineering. The deviations are not caught on paper, and they land at site.
Revisions cascading without visibility
A change on one drawing implies a change on five more. Without traceable revision impact, the dependent drawings ship unchanged and the conflict surfaces at fabrication.
The Root Insight

The bottleneck is not capability. It is capacity.

A senior reviewer can already reason over a drawing against ASME, API, ISA, IEEE, NFPA, and the project's own specifications. The bottleneck is not whether that reasoning is possible. The bottleneck is that we have far more drawings than we have hours, attention, and senior expertise to apply to them.

Frontier AI has crossed the threshold needed to reason over engineering drawings the way a senior reviewer does. The gap is no longer capability. The gap is scale. EngMind exists to close that gap, anchored in the codes and specifications that govern the project, with the human engineer holding the final decision on every finding.

The Approach

AI engineering review as a reasoning layer.

EngMind is not a PDF tool. It is not a generic large language model fitted with a prompt. It is a discipline-aware reasoning layer that ingests engineering drawings, dispatches the relevant technical reviews in parallel, and returns evidence-backed findings, with engineers in the loop at every step.

Anchored in Design Codes & Project Specifications
Every analysis runs inside a Source Context that explicitly governs which codes, specifications, and project documents apply. No finding is generated outside that envelope. The Source is always cited.
Evidence-Backed Findings
Every finding cites the applicable standard, includes a cropped drawing reference, and is graded by severity and confidence. Reviewers see exactly where the issue lives and why it was flagged.
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Engineer in the Loop
Every finding is approved, dismissed, or escalated by a human engineer before it leaves the platform. EngMind takes the volume. Engineers retain the judgment.
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Audit-Ready by Default
Every analysis, retention action, and review event is captured with full traceability. The audit trail is not an afterthought. It is part of the system from day one.
A Letter from the Founder

Why I founded EngMind.

After twenty-five years on some of the most demanding industrial projects in the Americas, I founded EngMind because I could no longer watch the same kind of preventable engineering failures repeat themselves, drawing after drawing, project after project, year after year.

My career took me across four countries and three continents. Through refinery expansions and petrochemical complexes. Across thermal power plants handling chromium alloy welding and high-pressure steam. Along three thousand six hundred kilometers of cross-country gas transmission pipeline. Through marine construction yards assembling ocean-going vessels to classification society standards. Into LNG facilities navigating regulatory complexity that would challenge the most experienced engineering teams. And into British Columbia's municipal water and gas infrastructure, where public accountability leaves no room for shortcuts.

Across projects collectively valued at more than ten billion dollars, I worked alongside engineering teams responsible for capital assets that will operate for decades. These were assets whose integrity depended on the decisions made on a drawing, weeks or months before steel ever met the field.

And on nearly every project, I encountered the same structural problem.

It was not caused by inadequate engineers. It was not caused by negligent contractors. It was not caused by outdated codes or standards. It was caused by the sheer volume, complexity, and tempo of engineering drawing review, and by what happens to review quality when senior engineers are forced to absorb that volume manually, under deadline pressure, with discipline expertise leaving the workforce faster than it can be replaced.

I watched senior reviewers spend days verifying a single drawing against codes and project specifications, when their attention was needed somewhere else. I watched experienced engineers compromise thoroughness because the review queue was longer than the schedule allowed. I watched drawings ship to fabrication with line spec mismatches, BOM inconsistencies, undersized lines, and missing notes that should never have left the design office. I watched the same avoidable problems repeat. Drawing after drawing. Project after project. Across continents and contractor cultures.

Over time, one conclusion became undeniable. The industry does not lack engineering rigor. It lacks engineering review at industrial scale.

A senior reviewer can reason over a drawing against ASME, API, ISA, IEEE, NFPA, and the project's own specifications. The bottleneck is no longer whether that reasoning is possible. The bottleneck is that we have far more drawings than we have hours, attention, and senior expertise to apply to them. And the consequences of that gap are paid in the field. In rework, in safety incidents, in schedule slippage, in capital lost between paper and steel.

That is why I founded EngMind.

EngMind exists to support engineers, not replace them. Our platform reviews engineering drawings the way a senior reviewer would, anchored in Design Codes, Project Specifications, and traceable evidence. Every finding cites the applicable standard. Every finding includes a cropped drawing reference. Every finding is graded by severity and confidence. And every finding is approved, dismissed, or escalated by a human engineer before it leaves the platform.

What we deliver is not autonomous review. It is engineering review at industrial scale, with senior-engineer rigor, in minutes instead of days. The engineers responsible for project quality can finally spend their time where their expertise actually matters.

If you are responsible for engineering drawings on a project where review velocity, accuracy, and traceability directly affect outcomes you cannot afford to compromise, I invite you to have a conversation with us. Not a sales call. A technical discussion about what your project actually needs.

That is the standard I hold my team to. It is the standard I built EngMind around. And it is the standard I believe the engineers who carry the weight of capital projects every day deserve.

Samuel Abranques
Founder & CEO
Operating Principles

The principles behind every decision.

Four principles govern how the platform is built, how findings are produced, and how the team works with customers. They are not slogans. They are the standard we measure ourselves against.

Principle 01
Engineering Rigor
Every finding the platform produces meets the bar a senior reviewer would apply to a drawing on their desk. We do not lower that bar to ship faster, and we do not raise it to look smart. We meet it.
Principle 02
Evidence Over Opinion
We cite the standard. We crop the drawing. We attribute the source. We do not generate a finding without evidence, because the engineers who use EngMind are the ones who will defend it in the field.
Principle 03
Customer-Defined Sovereignty
The customer decides where their data lives, who can see it, and when it is deleted. Data residency, IP protection, and compliance regime are honored as the customer specifies them, not negotiated down.
Principle 04
Human in the Loop
Every finding the platform produces is approved, dismissed, or escalated by a human engineer before it leaves. EngMind takes the volume. Engineers retain the judgment. The platform is built by engineers, for engineers.
Vision & Mission

Where we are going. What we do every day.

Two statements anchor every product decision, every roadmap call, and every customer conversation. They are how we measure whether we are pulling EngMind in the right direction.

Where We Are Going

Our Vision

To be the engineering reasoning layer of every capital project, turning every drawing, specification, and standard into traceable engineering intelligence.

To make engineering review at industrial scale a solved problem on every project, in every jurisdiction, across every discipline. Not by replacing engineers, by giving them the leverage their projects already need.

What We Do Every Day

Our Mission

To give engineering teams the speed of AI with the rigor of senior reviewers, on every drawing they produce.

To take the volume so engineers can spend their time where their expertise actually matters, anchored in Design Codes and Project Specifications, with the human engineer holding the final decision on every finding.

Talk to Us

A technical conversation, not a sales call.

If you are responsible for engineering drawings on a project where review accuracy, velocity, and traceability matter, reach out. We will run a focused walkthrough on your discipline, with your kind of drawing, under NDA.

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