CompanyIntel — Competitive-Dynamics Event Timeline (Patents × Funding × Gov Contracts × Hiring × Regulatory)

What you get

• company_events — company × event × evidence URL timeline (9 event types, 100% evidence-linked)
• company_intel_summary — per-company rollups: patent grants, new CPC directions (3y), Form D raised, gov obligations, hiring & H-1B expansion, FDA approvals/risks, trials
• S — recent signals (2023+, all types except per-patent grant detail)
• M — full-history signals (all years, all types except per-patent grant detail)
• L — full 11.0M-event universe incl. every US patent grant
• Joins directly to the Company360 master & crosswalk via company_id

Coverage statistics

Records

11,669,659

Company events

666,624

Countries

167

Fields

32

Time coverage

1900-01-01 – 2050-01-01

Largest package

341.9 MB

Full package inventory

Every package registered in the delivery catalog for this dataset — 5 packages, 1.2 GB total , 28,190,671 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/companyintel-competitive-dynamics-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":"companyintel-competitive-dynamics-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

• Derived deterministically from DataForge's archived official-source lines (SEC Form D, USPTO patents, USAspending, USCIS H-1B, FDA, ClinicalTrials.gov, ATS hiring boards) on the Company360 entity spine.
• Conservative matching only: crosswalk ID links or unique-normalized-name joins; the match_method column makes every join auditable.
• Every package ships with a MANIFEST (row counts, bytes, sha256); methodology in docs/companyintel-methodology.md.

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