1.0 · DISCOVER & CLASSIFY
From “by hand” to automatic classification.
Secuvy reaches 250+ sources and learns what every file is, with no rule sets to write. Your team confirms its recommendations instead of tagging by hand.
Data prep that runs itself.
Discovery, classification, tagging, and proof, done by software that learns from every correction. First results on your data in 24 hours.
THE BACKLOG
The backlog is not your team's fault.
The pipeline is ready and the GPUs are ready. The data is not, because someone has to say what every file is first.
“The top obstacles when it comes to preparing data for AI include:
- 56%
- Siloed data/difficulty integrating data sources
- 44%
- Lack of a clear data strategy
- 41%
- Data quality/bias issues
- 34%
- Regulatory constraints on data use”
Secuvy works on all four.
HOW IT WORKS
From backlog to classified, in two steps.
Both steps run continuously. Nothing is moved.
2.0 · PROVE
Proof of the prep, written as it runs.
Each pipeline's Data Bill of Materials fills in as data is classified: what went in, what stayed out, and the reason for each choice.
Explore the DBOM →
THE FIRST DAY
The months collapse into days.
<1 hr
up and running
<24 hrs
first results on your data
250+
sources supported
0
files moved, changed, or touched
Why does AI data prep take months?
AI data prep takes months because the work is mostly manual: analysts hand-write and tune classification rules, label data, and chase false positives across decades of scattered, unstructured data — then constantly retrain as data changes.
Who should do the classification: people or rules?
Neither holds at today's scale. People cannot keep up and rules go stale. Secuvy learns without labels, and your team spends its time confirming, not tagging.
How fast does AI data prep finish on Secuvy?
It stops being a project. Secuvy is up and running in under an hour, shows first results on your data within 24 hours, and keeps the prep current from then on.
Confidently fuel every AI pipeline.