Company Tech DNA — Multi-Source Technology Profiles, AI Maturity & Peer Similarity

What you get

• S — AI-track pack: all 327 companies with AI maturity ≥ 40, profiles + evidence matrix + peers
• M — All 3,171 company profiles (cloud mix, AI maturity, tech debt, patent research directions) + top-10 peer similarity
• L — Everything in M plus the full 93,965-row company × technology × source evidence matrix
• METHODOLOGY.md in every package: exact formulas and source row counts for every score
• 2,517 of 3,171 companies observed by 2+ independent sources; 877 with patent DNA

Sample preview

First 50 rows of the real free-sample file — the identical schema you get in every package. Click a column to sort, or filter across all rows.

Data dictionary summary

Key fields — the full data dictionary ships with every purchase.

Coverage statistics

Records

124,826

Company profiles

3,171

Fields

33

Time coverage

n/a

Largest package

3.6 MB

Available packages

Real contents of the current builds — row counts, sizes and checksums come from the packaging manifest, not estimates.

Zero new collection: cross-analysis of four archived DataForge lines — 394,300 ATS job postings (JD skill tags), 495,363-domain website technology fingerprints, 115,976 company hiring signals, and per-company US patent CPC aggregates — resolved to 3,171 deep company profiles (2,517 companies with 2+ independent sources, 877 with patent DNA).

Full package inventory

Every package registered in the delivery catalog for this dataset — 3 packages, 6.1 MB total , 179,186 rows. Sizes, row counts and SHA-256 checksums come straight from the packaging pipeline.

How to get this data

All packages are hosted on the Hugging Face Hub: free/open packages live in a public dataset repo (direct downloads, no signup); paid or restricted editions are delivered from a private repo with token access after approval.

# Machine-readable package index (size / sha256 / rows / channels)
curl -s https://data.zalize.com/datasets/company-tech-dna-profiles-dataset/packages.json | jq '.packages[0]'

# Request a free sample (signed link sent to your email)
curl -X POST https://dl.zalize.com/api/sample \
  -H 'Content-Type: application/json' \
  -d '{"dataset":"company-tech-dna-profiles-dataset","email":"you@company.com"}'

Protocol access (hf://, resolve links, token auth for private repos) is documented in the developer docs →

Pricing

AI-training use requires the AI-Training tier (1.5× base); redistribution licensing is quoted individually. Annual subscriptions get 2 months free. License details →

Update frequency & delivery

• Zero new collection: pure cross-analysis of four archived DataForge lines (jobs, techstack, hiring signals, patents), rebuilt monthly.
• Patent matching is deliberately conservative (audited 0.47% mis-merge method): absence means no confident match, not no patents.
• No JD text, no patent text, no personal data — company-level derived observations only.

Compliance & provenance

Collected only from publicly accessible pages and endpoints — no login-required data, no CAPTCHA solving, no forged authentication. Collection is rate-limited with an identified User-Agent, and collection logs are retained. PII is removed or pseudonymized. Every record carries its source URL and collection timestamp. Sold under a tiered commercial license.

FAQ