Scaylor
Products

Your data lives here.
All of it.

SUDS is the Scaylor Unified Data Source. A lakehouse that stores your raw data, your unified datasets, and gives every team a query engine that speaks plain English.

The Lakehouse

Raw, unified, and queryable. All in one place.

SUDS combines the flexibility of a data lake with the structure of a warehouse. Store everything, govern everything, query everything.

Raw Data Storage

Every source lands here first. CSVs, JSON, Parquet, database dumps, API payloads. Store it all in its original format before any transformation touches it.

CSVJSONParquetLogsAPIsDocs

Unified Datasets

After Orchestrate transforms and unifies your data, the clean, governed datasets land here. Deduplicated, schema-mapped, and ready to query.

Powered by Orchestrate

Query Engine

Ask questions in plain English. SUDS translates natural language into optimized queries, returns results instantly, and lets you choose your compute.

Feeds Scaylor BI
S
SUDS Query Engine
Live

What was our average order value by region last quarter?

Querying unified_orders + unified_customers
RegionAOV
North America$142.30
Europe$128.75
APAC$97.20
LATAM$84.60
348ms · 2.1M rows scannedCopy API ↗
Ask anything...
Query Engine

Ask in English.
Get answers in milliseconds.

The SUDS query engine translates natural language into optimized queries across your entire data lake. Choose your compute level, get results instantly, and access everything via API.

Perfect for dev teams that want to embed natural language querying into their own applications without needing Scaylor BI. One API call, any question, any dataset.

  • Natural language to optimized SQL
  • Configurable compute for cost control
  • API-accessible from any application
  • Works across raw and unified datasets
API First

Query from anywhere. Build on top of SUDS.

Every query in SUDS is available as an API endpoint. Dev teams can ask natural language questions programmatically and pipe the results into dashboards, internal tools, customer-facing products, or anywhere else.

No need to spin up Scaylor BI. No need to build a BI layer from scratch. Just call the API, get structured results, and build whatever you want on top.

  • RESTful endpoints for every query
  • Structured JSON responses
  • Authentication and rate limiting built in
  • Embed intelligence into any product
terminal
$ curl -X POST https://api.scaylor.com/suds/query \
-H "Authorization: Bearer $TOKEN" \
-d '{
"question": "Top 5 customers by LTV",
"compute": "standard"
}'
{
"status": "success",
"latency_ms": 210,
"results": [
{ "customer": "Acme Corp", "ltv": "$2.4M" },
{ "customer": "TechFlow", "ltv": "$1.8M" },
...
]
}
Connected

SUDS sits at the center of the Scaylor platform.

Data flows in from Orchestrate, lives in SUDS, and powers Scaylor BI. Or skip BI entirely and query SUDS directly via API.

S
Orchestrate
Transforms & unifies
S
SUDS
Stores & queries
S
Scaylor BI
Visualizes & reports
Or query SUDS directly via API
Skip BI entirely. Embed intelligence into your own applications.
Enterprise Grade

Built for scale. Governed by default.

Git-Like Versioning

Every change tracked. Point-in-time recovery. Branch, merge, and diff your data like code.

Column-Level Security

Fine-grained access control from table down to individual columns and rows. Dynamic masking included.

Elastic & Always-On

Scales automatically. Handles concurrent reads and writes. Adaptive query optimization keeps everything fast.

Full Data Lineage

Trace any result back to its raw source. Know exactly where every number came from and what transformations touched it.

One lakehouse for everything.

Store it. Query it. Build on it. SUDS is the data foundation your enterprise needs.

SOC2 Type II CertifiedHIPAA CompliantGDPR Ready