AMA ASSET MODEL ACCELERATOR
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AMA · Asset Model Accelerator

Context from complexity.

Turn engineering information into operational intelligence. AMA reads your drawings with computer vision and builds a queryable asset graph: every symbol, tag, and connection, linked to the sheet it came from and running entirely on your own hardware.

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AMA · ASK AI · 100% LOCAL LOCAL VISION MODEL

02 / THE PROBLEM

Your drawings show 100,000 assets. Your asset model knows a fraction of them.

Forty years of engineering information records how your facility is actually built. It lives in thousands of PDFs, scans, and vendor packages. It is complete, it is authoritative, and it is unreadable by every system you own.

01

Weeks

to build an equipment list by hand for a single unit, and it is stale the day it is finished.

02

Few

can answer what is downstream of a pump without opening five sheets and tracing by eye.

03

Often

the same tag is re-keyed into a CMMS, a digital twin, and a spreadsheet, and the copies never agree.

03 / WHAT AMA SEES

Engineering understanding. At machine scale.

SHEET Z01 · RAW DRAWING PASS 0 / 4
SCAN
  1. PASS 01

    Symbols

    Every pump, valve, vessel, and instrument bubble found and boxed with coordinates.

  2. PASS 02

    Tags

    Text is read and bound to the symbol it labels, so a tag becomes an object with an identity.

  3. PASS 03

    Connectivity

    Process lines, signal leads, and flow direction traced into a graph, across sheet boundaries.

  4. PASS 04

    Hierarchy

    Objects rolled up into site, area, unit, and system, matching how your engineers talk.

04 / THE UNIFIED ASSET MODEL

One model your whole operation can agree on.

Today the truth about an asset is split across drawings, the maintenance system, the historian, and someone's spreadsheet. A unified asset model puts one identity at the center and connects everything else to it.

ONE IDENTITY

A tag means one thing

40-P-1029A resolves to a single object with its drawings, datasheets, work history, and instrumentation attached, no matter which system you came from.

RELATIONSHIPS

Context, not records

Knowing an asset exists is a list. Knowing what feeds it, what protects it, and what it takes down when it trips is operational intelligence.

PROVENANCE

Every value traceable

Each attribute carries the sheet, the region, and the confidence it came from, so engineers can trust the model without re-checking the drawing.

FOUNDATION

What everything else builds on

Digital twin, predictive maintenance, and AI programs all stall without a trustworthy asset model. This is the layer they were missing.

05 / BUILT ON

Proven foundations, assembled for drawings.

No black box and no exotic infrastructure. Every layer is built on proven, widely adopted technology your team can evaluate, host, and audit.

DETECTION

Purpose-built symbol detection

Detection models tuned specifically on engineering symbology, locating every symbol instance with coordinates and a confidence score.

VISUAL EMBEDDINGS

Vision that learns your symbology

Visual understanding that recognizes a symbol you have never labeled, so a new drawing standard does not require a new model.

SYSTEM OF RECORD

An enterprise-standard database

The system of record is a database your team already knows how to run, back up, and query with the tools they already have.

SEMANTIC SEARCH

Search by meaning

Semantic search lives in the same store as the records, so finding things by intent needs no second system to keep in sync.

GRAPH

A graph you can traverse

Upstream and downstream questions run over real relationships in the asset graph, not queries someone has to hand-write.

LANGUAGE MODELS

Language models on your terms

Hosted models where you allow them, fully local models where you do not. The same questions get the same answers either way.

06 / SPECIFICATIONS

The answers your security review will ask for.

Deployment
On-premise, private cloud, or fully air-gapped. AMA installs inside your perimeter and needs no outbound connection to operate.
Models
Local vision and language models by default, sized to the hardware you have. Hosted models are optional and off unless you enable them.
Input formats
Vector and raster PDFs, TIFF and image scans, equipment lists, and vendor document packages. Legacy scans are expected, not an exception.
Outputs
SQL tables, generated equipment lists, graph queries, and a REST API. Every record carries its sheet, region, and confidence score.
Hardware
A single GPU workstation handles a full drawing set. Field mode runs on a tablet or phone with no connection at all.
Security
Your drawings never leave your network. Role-based access, full audit logging, and human review gates on anything the model is unsure about.

07 / BUSINESS OUTCOMES

This is a production story, not a cost story.

Hours spent hunting through drawings are hours a unit is not running at capacity. When engineers get answers in seconds, the return shows up where it counts: on the availability line that one-percent math is built on.

MORE ON-STREAM TIME

Turnarounds that hand back days

Scope walked from a trusted model instead of a drawing hunt. Days returned to the run are days of production at full rate.

FASTER TROUBLESHOOTING

Unplanned downtime cut short

When a unit trips, the graph shows what is upstream, what protects it, and what else is affected immediately, so the crew is diagnosing instead of searching.

ENGINEERING CAPACITY

More projects, same team

Discovery work that consumed weeks of engineering effort takes hours, which means debottlenecking and expansion projects actually get delivered.

RELIABILITY

Sustained throughput

Complete instrumentation and protection data makes criticality ranking and preventive strategy real, so rates hold instead of drifting down between outages.

ASSET DATA QUALITY

A register you can act on

Every record carries its source sheet and confidence, so planners commit to the data instead of second-guessing it and walking the unit again.

TRANSFORMATION VELOCITY

Programs that finally land

Digital twin and predictive maintenance initiatives stall on missing asset context. Supplying it turns multi-year roadmaps into deliverables this year.

WHITE PAPER

The 1% Refinery: why the performance gap is really a data gap.

Solomon's benchmarks on what separates the world's best refineries, the transparent math behind what one percentage point is worth, and how an asset model built from your existing drawings closes the gap.

Read the white paper ›

Get started

See it on your drawings.

Bring one drawing set. We run it on your hardware and show you the asset graph that comes out, measured against your own sheets. Two weeks, start to finish.

✓ Your data stays inside your perimeter ✓ No CAD source or pre-cleaning required ✓ Measured against your own sheets, not a benchmark
AMA TEST DRIVE · GUIDED SANDBOX · NO INSTALL

Your guided test drive

Twenty minutes inside a living drawing.

A sandbox loaded with a real process drawing set, already read and modeled. Here is what you will do with it.

01
ASK
Interrogate the drawing

Put questions to a live P&ID in plain language. What is downstream of this pump, which relief valves protect the vessel. Answers arrive in seconds, pinned to the exact spot on the sheet.

02
OPEN
Click any asset, get the full story

One click on a symbol opens the dossier: what it is, how it is specified, and every attribute traced back to the sheet region it was read from.

03
TRACE
See how everything relates

Walk parent and child relationships within the drawing, from a system to its equipment to a single valve, and see at a glance what feeds, protects, and depends on the asset you have selected.

04
REVIEW
Every document, already attached

Datasheets, vendor manuals, and inspection records live on the tags they describe, so the paper trail is one click away instead of a folder hunt.

05
CHAT
Think out loud with the assistant

Ask the built-in assistant anything about the drawing, from tracing a line across sheets to summarizing a whole unit, and every answer brings its evidence with it.

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