Professional data.
Curated. Private.
DigiSpark is a closed library of professional datasets: chemistry, biology, physics, engineering, cybersecurity, MLOps, and marketing. Records are selected, labeled, and held for people who already work in the field. It is not a public scrape, and it is not a free API.
Request accessChemistry
Structures, reaction classes, assay notes, and process constraints. Curated, not dumped from a public patent scrape.
PrivateBiology
Pathways, models, and experimental context for people who already read primary literature.
PrivatePhysics
Instrumentation, materials, and measurement series kept as professional records.
PrivateEngineering
Systems, failure modes, and design notes across mechanical, electrical, and process work.
PrivateCybersecurity
Threat, control, and architecture notes for operators — not a public CVE firehose.
PrivateMLOps
Training, eval, deployment, and data-harness practice. How models actually run.
PrivateMarketing
Offer architecture, channel mechanics, and creative systems for teams who already ship.
Private
Curated means a person stood behind the record.
Public corpora are large, noisy, and already in everyone else’s model. DigiSpark holds smaller collections with provenance: what the record is, who it is for, and what it is not. Chemistry is not mixed with marketing. Cybersecurity is not mixed with biology. Each shelf is a domain.
For operators and agents
Use it as context: retrieval for a specialist agent, a briefing pack for a human, a constrained corpus when a general model is the wrong tool.
Not for the open web
There is no public search box that dumps the library. Access is by request to the parent company. Seats are named.
Request a seat.
Say which collection you need and what you are trying to do. DigiSpark is a SaaS Syndicate product. The books close at the parent; the data does not sit on a public directory.
Request access