About
About AI Analytics
AI Analytics builds intelligence infrastructure for the open internet — measurement systems, OSINT pipelines, and cryptographic tooling used by journalists, researchers, and defenders across borders.
Three things you can verify right now
- The method is published and externally corroborated. Methodology documents how a censorship measurement becomes a verified incident (cross-checked against OONI, CensoredPlanet, and IODA — three projects we do not run), how the federal ingest works, and the common method behind the accountability datasets. The rules live at /standards/.
- The data is downloadable, openly licensed, and keyless. Every accountability dataset ships as static JSON (one manifest, CC BY / CC0); the federal hub is CC0 behind a public REST API. Check any number on this site against the data it links.
- The code and datasets are public. github.com/voidly-ai (probes, MCP server, datasets) and HuggingFace (1.66M+ dataset downloads).
Independence, funding, ethics, and response SLAs: Governance.
What we ship
Voidly publishes a CC-BY-4.0 dataset of internet censorship measurements covering 200 countries. The Federal Regulatory Data Hub indexes 208federal datasets across 89 agencies (SEC, FDA, OFAC, DOJ, EPA, CFPB, CMS, CDC, MSHA, OSHA and more) with daily refresh and CC0 1.0 licensing. The Swarm SDK ships post-quantum encrypted communications for autonomous systems to vetted defense partners. Nexcom operates 59 publications across 45 cities in Texas, Florida, and six other states. Also published: Verboten (a global banned-books index), eleven topic guides to the federal data, intelligence briefs, and technical writing on the infrastructure behind each project. Supporting these: OSINT ingestion pipelines, election anomaly detection, and digital-footprint reconnaissance tooling.
Internal tooling
Footprint Vault is in-house OSINT reconnaissance tooling: persistent cross-platform entity profiles from passive collection across 40+ sources, graph-based identity resolution, Certificate-Transparency and BGP/ASN monitoring, and stylometric fingerprinting, feeding entity attribution back into Voidly. It is not publicly available — no hosted app, account, or API (methods write-up). Alongside it: a real-time OSINT ingestion pipeline (2.4M posts/hour) and election anomaly detection across voter, turnout, and campaign-finance data.
How we work
- Self-directed. We pick our own targets, and we don't take work that conflicts with the open-data mission.
- Verifiable claims. Numbers on this site link back to their source — Voidly's live dashboard, GitHub repos, or the linked writing post — so a reader can check.
- Anonymous by design. Operator anonymity is a deliberate security posture for people who document censorship and surveillance infrastructure, not a hedge — the published method, open data, and public code are the credibility signal, and each can be verified without knowing a name.
Stack
- OSINT pipeline
- Kafka · TimescaleDB · Postgres
- ML / NLP
- XGBoost · ONNX Runtime · spaCy
- Cryptography
- ML-KEM-768 · X25519 · Double Ratchet
- Voidly probes
- 37+ nodes · 200 countries
- Regulatory API
- Cloudflare D1 · Workers · Next.js
- Frontend
- Next.js 14 · TypeScript · Cloudflare Pages
Where we operate
Probes run from 37+ vantage points spanning every continent. Our data is consumed by reporters and researchers in the EU, UK, US, Latin America, MENA, sub-Saharan Africa, South Asia, and East Asia. We document English-language sources by default and accept reports in any language we can machine-translate or have a partner verify.
- Probe coverage
- 200 countries · 6 continents
- Working hours
- Async across timezones
- Response SLA
- 24–48 hours
- Data license
- CC BY 4.0 (Voidly) · CC0 1.0 (regulatory)
Open work
- api.ai-analytics.org — Federal Regulatory Data Hub API (208 datasets, CC0 1.0)
- github.com/voidly-ai — Voidly's 22-repo public org (probes, MCP server, datasets)
- github.com/AI-Analytics-org — organization profile
- huggingface.co/emperor-mew — datasets (1.66M+ downloads)
- ai-analytics.org/writing — 524 long-form technical articles on censorship measurement, federal regulatory data pipelines, and post-quantum cryptography
How to cite us
Site: AI Analytics. https://ai-analytics.org (accessed YYYY-MM-DD).
A dataset: AI Analytics. (2026). [Dataset name] [Dataset]. https://ai-analytics.org/voidly/[slug]/ ([license]).
Per-dataset citation blocks appear on the dataset pages; the press kit carries the quotable fact sheet with as-of dates.