Tier-1 ODM — Taiwan
$32B+ global EMS provider
Two active pilots across multiple component families and vendors. Production-grade accuracy on live datasheets. Weeks cut from NPI per program.
>94%
Accuracy
2–4
ECO loops cut
Months
Eng. time saved
Engineering the deterministic data layer for hardware manufacturing.
We turn fragmented datasheets into clean, validated component records that every team downstream can trust.
What we do
Hardware teams still copy spec values out of PDFs by hand. The mistakes show up months later as scrap, respins, and fire drills.
01.
Extraction
PDFs, tables, symbols, limits. All parsed into structured fields with source citations. >94% accuracy.
02.
Intelligence
Flag lifecycle risk, spec mismatches, and sourcing issues early, with ranked alternates when parts are constrained.
03.
Integration
Push validated records into PLM workflows and auto-generate change packages with clear before/after traceability.
See exactly how Niyam works in production.
We do not just classify documents. We extract, normalize, validate, and trace every critical field so teams can make faster decisions with fewer downstream failures.
Extraction Pipeline
1Parse2Validate3Push
TPS709_datasheet.pdf
Part NumberTPS70933DBVR
PackageSOT-23-5 (DBV)
Vin Range2.7 V to 30 V
Vout3.3 V fixed
Iout Max150 mA
Thermal PadN/A
Op. Temp−40 °C to 125 °C
Structured Record
ValidatedPackageSOT-23-5 (DBV)
Voltage In2.7 V – 30 V
Voltage Out3.3 V fixed
Temp Range−40 °C – 125 °C
LifecycleActive
Confidence97.2 %
TPS70933DBVR12 citations
Extracted Record
ValidatedPackage
SOT-23-5 (DBV)
Voltage In
2.7 V – 30 V
Voltage Out
3.3 V fixed
Temp Range
−40 °C – 125 °C
Structured fields with source citations replace manual copy-paste.
Risk Alert
Supply Risk
27 parts flaggedSpec Mismatch
4 critical deltasLifecycle
9 parts NRNDSpec mismatch and lifecycle issues surface before BOM freeze.
Change Package
FieldBeforeAfter
Thermal85 °C105 °C
Voltage3.3 V max3.6 V max
FootprintQFN-48QFN-48 rev B
Engineering changes with traceable diffs and approvals.
Extensible Modules
Built on one unified data foundation. Start with one capability, expand as your workflows evolve.
Datasheet Extractor
Transforms unstructured PDFs into validated, structured component data with >94% accuracy.
BOM Risk Engine
Real-time lifecycle, sourcing, thermal, electrical, and spec-mismatch alerts with direct PLM integration.
Intelligent Alternates
Ranked, traceable replacement options based on compatibility, availability, cost, power, and footprint.
Change Package Generator
Auto-generated Engineering Change Orders with diffs, citations, and full traceability.
RFQ Extractor
Instant extraction of requirements, attributes, and constraints from RFQs — accelerating sourcing cycles.
Compliance Pack Builder
Auto-compile compliance, safety, and validation documentation from validated component attributes.
Production Results
Tested where the stakes are real.
Running in Tier-1 environments across complex component families. One wrong spec at this scale means seven-figure consequences.
>94%
Extraction accuracy
2–4
ECO loops removed per program
$2.4M+
Value delivered since Sept
8–32x
Typical ROI multiple
Tier-1 OEM — Fortune 10
High-volume US hardware manufacturer
Pre-tooling, Niyam caught a thermal spec misinterpretation headed for the factory floor. One catch paid for the entire deployment. Review cycles dropped from weeks to days, with no process changes required.
Per-site impact for Tier-1 manufacturers
$40M+ leaked per site, per year
Conservative slices of typical COPQ (1–3 % of site revenue). A 10-site Tier-1 leaks ~$400M+ annually.
$10M
Engineering
Redesigns, delayed launches, weeks of debugging. All because a spec was wrong upstream.
$8M
Sourcing
Emergency part buys, EOL surprises, inventory write-offs. Preventable with earlier visibility.
$22M
Manufacturing
Scrapped boards, failed tests, rework. Mismatched component data is usually the root cause.
One thermal mis-interpretation catch prevented a scrap and launch delay that would have cost millions. It paid for Niyam in a single build.
Our Company
We watched engineers waste weeks on work that should take minutes. So we fixed the data layer.
Niyam does one thing well: turn unstructured datasheets into clean, validated component records. When that layer is right, every decision built on top of it gets better.
We're deployed in pilot and production environments with Tier-1 organizations where one bad spec can cost millions.
Step 1
Pilot scope
Choose one component family and target measurable outcomes in 90 days.
Step 2
Workflow integration
Plug validated records into your existing PLM and engineering tools.
Step 3
Scale rollout
Expand to additional lines and plants. Same data model, same accuracy.