Search that understands your data
Ask like you’d ask a person. Stratos reasons over your data and answers with the proof attached.
Winter jackets under $200 that reviewers say run warm
Your data is not ready for AI.
Not because it is missing anything. Because answering a question means crossing every system it touches, and nothing does that for you.
Building it yourself
- Split documents into chunks that keep their meaning
- Choose an embedding model, then re-embed on every change
- Run a vector store, and mirror your filters into it
- Rank, re-rank, and tune the weights between them
- Join the matches back to the rows they came from
- Keep all of it current as the underlying data moves
Then own it, because none of it holds still.
With Stratos
“invoices past due where the client asked for net-60”
One sentence, filtering a numeric column and matching language inside a document at the same time. Stratos plans the whole query, runs it where your data already lives, and returns the records it used.
Point it at the source. There is no pipeline to build first.
Ask it anything.
If your data can answer it, Stratos can find it.
- “waterproof jackets under $200 that run warm”
- “invoices past due where the client asked for net-60”
- “apartments with balconies renters called quiet”
- “meals under 600 calories rated filling”
- “claims this month that mention water damage”
- “laptops under $800 reviewers call durable”
- “candidates who led migrations at fintechs”
- “suppliers that missed deliveries and blamed customs”
- “songs listeners tag for late-night focus”
- “hotels families praise for early check-in”
- “tickets where the customer sounds about to churn”
- “wines under $30 sommeliers describe as bold”
- “contracts that promise a dedicated manager”
- “sneakers trending with runners over 40”
- “listings that sold above asking within a week”
Connect what you already run.
Point Stratos at a source and ask. Nothing to migrate, nothing to re-shape.
- PostgreSQL
- MySQL
- MongoDB
- Snowflake
- Google BigQuery
- Databricks
- ClickHouse
- Apache Kafka
- Google Cloud Storage
“suppliers that missed deliveries and blamed customs”
One question, asked across all of them at once.
Your data stays yours.
Stratos answers your questions with your data and does nothing else with it.
- Encrypted everywhere
- In transit and at rest, with no exceptions.
- Never trains on your data
- Your data answers your questions. It teaches nothing else.
- Access you control
- Single sign-on ready, with scoped keys you can revoke at any time.
- Runs in your cloud
- Fully managed by us, or deployed entirely inside your own account.
Questions people ask
Including the one about vector databases.