scid.aiDetect a scientific signal
Find recent results and organisations that work consistently on the direction.
Turn scientific signals into a shortlist your team can verify
Collect papers around a technology, compare clusters and organisations, record limitations, and keep the topic active through source groups and recurring digests.
A decision that can be checked
A team needs evidence for the next decision, not a stream of papers
One publication rarely answers a technology question. The useful work is to structure the field, compare approaches and keep limitations next to every candidate.
Compare candidates
Compare operating principles, reported effects, validation methods and limitations in primary sources.
Keep the direction active
Save the selection in a group and follow new publications through a recurring digest.
Visible in the scientific record
Publications, years, author affiliations, topic clusters, methods and reported findings.
Requires expert validation
Readiness, economics, industrial fit, suppliers and pilot sites cannot be inferred automatically from a single paper.
Choose a technology scouting task
The prompt appears in the input field. Add the technology, industry context and validation criteria before sending it.
A verifiable shortlist instead of a black box
A useful shortlist shows not only each candidate, but also why it deserves attention.
Technology claim
Record the reported effect, the target task and the conditions under which it was observed.
Evidence and limitation
Link the claim to a publication, its validation method and the authors' caveats.
Next question
Define what an expert, an additional search or an applicability review needs to answer next.
Where discovery ends and a technology decision begins
Does scid.ai find commercial products and suppliers?
Self-service search focuses on scientific publications. Market, supplier and broader open-source research requires a separate analytical scope.
Can it assign TRL automatically?
It can record stated readiness with a source, but a qualified team must validate the final readiness assessment.
How do we continue after the first search?
Save relevant publications in a group and configure a digest for the selected direction.
Build the first shortlist your team can verify
Start with the technology and selection criteria; validate commercial and industrial fit in a separate step.