Hard problems in data, cryptography, and imaging.
An independent software and applied research company. We build production systems and develop original technology — some of it shipping as products, some of it filed as patents, some of it available as contract engineering.
Get in touchDivisions & products
Each operates independently under the parent company.
FilingsDaily
Daily feeds of new business registrations and corporate filings across multiple state registries. Automated ingestion, validated, delivered as clean CSV.
Water Compliance Data
Regulatory, testing, and funding data for public water systems — five federal and state sources joined on the public water system identifier and scored for regulatory pressure, funding readiness and deadline proximity. Sold through FilingsDaily.
Observatory Editions
Limited algorithmic artwork derived deterministically from real astronomical observations. Every piece carries a post-quantum cryptographic signature binding it to the observation it came from — independently verifiable by anyone.
Article-Audio-Pipeline
Save an article — from a browser right-click, a phone share sheet, or a dropped file — and get a narrated episode in your podcast app plus a searchable note in your knowledge base. Runs entirely on your own machine: no account, no subscription, and the bundled voice costs nothing per article.
Research & intellectual property
Original technology developed in-house. Four U.S. provisional patent applications filed in 2026 across four distinct fields.
Negative Space Imaging Detecting diagnostic and observational patterns in the regions of medical and astronomical images that conventional analysis discards. U.S. Provisional 64/137,685.
Lattice Proof Optimization Graph-neural parameter selection and tensor-network compression for zero-knowledge proof systems. U.S. Provisional 64/137,791.
Quantum-Resistant Provenance Post-quantum cryptographic provenance for scientific observation data, built on NIST-standardized algorithms. U.S. Provisional 64/137,846.
Quantum-Inspired Compression Variational combinatorial optimization for selecting per-block encoding modes in block-based data compression. U.S. Provisional 64/141,018.
Licensing inquiries welcome.
From the workshop
Open-source work by our founder, published independently of the company’s products. It is here because working code is the most direct evidence of how we build.
Aether
A personal-use weather app that replaces four separate subscriptions: million-particle wind at four altitudes, radar with a recovering failover chain, lightning parsed in the browser about twenty seconds after the strike, marine tides and buoys. It also keeps receipts — four forecast models scored against what actually happened. Forty data sources, no backend, no accounts, no ads, and $0/month to run.
Contract engineering
Available for selected client work, drawing on the same systems that run our own products.
- Automated data pipelines from public, vendor, or legacy sources
- Difficult-format parsing — fixed-width, mainframe exports, inconsistent APIs
- Entity resolution and record linkage across messy datasets
- Data quality monitoring, freshness guards, and alerting
- Retrieval systems and semantic search