AI Engineering Intelligence

Your drawings already know
where the money is hiding.

SourceOptima reads engineering drawings, BOMs, and purchase history — then turns them into design reviews, sourcing mismatch reports, tariff classifications, and a queryable manufacturing taxonomy. No ERP integration needed to start. No new suppliers to qualify. Just data you already own, connected for the first time — with ERP and PLM integration available later as a path to deeper value.

Live with Fortune 500 global manufacturers $1B+ category spend · 200K+ SKUs · global supply chain
$1B+
Category in scope
200,000+
SKUs analyzed
500,000+
Drawings ingested
4,000+
Suppliers profiled
50+
Global sites
The problem

Your supply chain is fragmented by org chart.
We make it visible by manufacturing capability.

Large manufacturers procure the same kinds of parts independently at every location. A 5-axis titanium component bought in Oregon has no visibility to a near-identical part bought in the Czech Republic — different suppliers, different prices, no shared intelligence.

Today

Fragmented purchasing at every site

Same parts. Different suppliers. Different prices. No way to see across silos.

Each dot is a part · X = manufacturing complexity · Y = unit cost
$1,500 $1,200 $900 $600 $300 $0 low medium high very high MANUFACTURING COMPLEXITY → $ UNIT COST → should-cost trend SAME COMPLEXITY 5-axis · ±0.05 · <100mm SPREAD CZECHIA $1,260 GERMANY $940 SINGAPORE $880 MEXICO $610 OREGON $420
5-axis Ti
With SourceOptima

A single manufacturing
taxonomy across every site

Parts grouped by what they actually need from a manufacturing standpoint. Volume leverage and mismatch savings surface immediately.

Two perspectives, one platform

For engineering. For procurement.
Same data, different decisions.

SourceOptima reads the same engineering artifacts and turns them into decision-grade outputs for both teams — without making either one choose which to care about first.

Drawing-native intelligence

Catch errors before they require production heroics.

SourceOptima reads CAD/PDF drawings the way a senior engineer would — GD&T, tolerances, materials, threads, assemblies — and turns that into a continuous design-for-X check across your whole portfolio.

  • Tolerance stack-up analysis — flag risky stacks before they hit the shop floor.
  • Physics-validated weight checks — drawing says 5kg, geometry says 8kg → caught.
  • Geometric similarity — "you're designing a bracket 98% similar to Part #442-A. Use that and save $15k in tooling."
  • Should-cost & supplier fit — every drawing carries a cost estimate and a list of suppliers who can actually make it.
Engineering deep dive
⚠ Stack risk ±0.05 → ±0.18 stack ✓ Reuse 442-A 98% similar · save $15k should-cost $84 ± 12 / unit 3 suppliers can make this 5-axis · ±0.05 · 6061-T6
Manufacturing-aware sourcing

Find the money you're already leaving on the table.

We classify every machined component by its real manufacturing requirements, then cross-reference it against what you're actually paying. Parts that need the same profile but cost 3× more at one site than another surface immediately.

  • Sourcing mismatch reports — dollar-denominated, ranked by impact, ready for category review.
  • Manufacturing taxonomy — process > complexity > size > material > tolerance.
  • Supplier capability profiles — what each supplier has actually delivered, not what they claim.
  • Drawings + a purchase history export to start — ERP/PLM integration available later for deeper value, never required to begin.
Procurement deep dive
SITE · OREGON 3-axis · 6061-T6 · ±0.05 $420 / unit · 1,200 qty SPREAD CZECH REP. 3-axis · 6061 · ±0.05 $1,260 / unit · 240 qty
How it works

Drawings in. Decisions out.

Five steps from raw engineering archive to dollar-denominated action — typically 30 days to first deliverable.

Ingest

Drop in the drawing repository as-is — ZIP, RAR, 7z, nested folders. We handle 100K+ files without IT involvement.

Extract

AI reads each drawing — process, material, tolerance, geometry, GD&T, threads, secondary ops — into structured data.

Classify

Every part lands on a manufacturing taxonomy: process > complexity > size > material > tolerance band.

Analyze

Modular AI plays run cost, tariff, design-review, sourcing-mismatch, and supplier intelligence over the structured set.

Act

Per-stakeholder workbooks. One for engineering, one for sourcing, one for the executive — each ranked by dollar impact.

Capabilities

Modular AI plays.
Add capability without adding complexity.

Each play is a self-contained analysis module that runs over your structured drawing data. Turn them on as you need them — no re-implementation, no re-ingest.

drawing_checker

Design review & DFX

Tolerance stacks, GD&T compliance, missing dimensions, BOM mismatches, weight verification.

tariff

Tariff classification

HTS code prediction from the drawing itself — material, geometry, function — with engineering-grade rationale.

cost_reduction

Should-cost & mismatch

Theoretical cost from geometry + commodity prices, then ranked deltas against actual spend.

supplier_intel

Supplier intelligence

Capability profiles built from delivery history. Who can actually make this, at what tolerance, at what cost.

change_impact

Change impact

"Modifying this hole diameter affects 4 downstream assemblies and 12 active ECOs." Drawings → consequences.

taxonomy

Manufacturing taxonomy

Process > complexity > size > material > tolerance band. Sourcing categories grouped by what parts actually need.

part_reuse

Geometric similarity

"You're designing a bracket 98% similar to an existing part." Cuts new tooling cost and qualification cycles.

queryable

Queryable engineering org

Ask in plain English: "show me parts designed in the last 6 months with yield below 90%." Get a clean executive answer.

CoLab reviews drawings. Werk24 extracts drawing data. aPriori models cost. Teamcenter manages the digital thread. SourceOptima connects the engineering artifact directly to the business decision. — the SourceOptima difference
Why SourceOptima

Platform, not project.

Drawing-native

Built for messy real-world archives — old PDFs, mixed languages, scanned title blocks. The platform is tested on hundreds of thousands of files.

Modular plays

Each capability is a self-contained module. Add tariff today, supplier intelligence next quarter — no re-ingest, no re-build.

Start lean, grow deep

First-round value comes from drawing archives plus a purchase-history export — no IT war required to get going. ERP, PLM, and supplier-system integrations expand the platform's reach on your timeline, not as a prerequisite.

Built for M&A

Acquisitions create exactly the fragmentation we resolve. Specific tooling for namespace reconciliation across legacy PLM and ERP.

See what your drawings already know.

30-minute walk-through with the actual platform — bring a folder of drawings if you want, we'll process them live.