The AI and data-science-first data lake for vertical B2B data providers
Your production line,without building one
DataQrata runs sourcing, cleaning, matching and delivery for vertical data providers, so you can focus on your market and your customers.
The problem
Every new source costs you.Before it earns you anything.
Building and running a data pipeline in-house is slow, expensive and distracting. Every new source, client format or delivery channel adds engineering cost before it adds revenue.
Meanwhile, any new entrant can aggregate what anyone can reach. With DataQrata you start with all of it already cleaned, connected and checked, and put your proprietary data on top. That is how you stay ahead.
How it works
Scattered, messy sources in.Trusted, ready-to-use data out.
Five steps, run continuously. Every data point can be traced back to where it came from.
-
Source
We gather data from licensed providers, public registries and the web, and only use what we have the right to use.
Under the hood: managed connectors and crawlers, licence and terms tracking at source level, change detection for updates.
-
Capture
Everything is stored exactly as received, so nothing is lost and any figure can be checked against its original.
Under the hood: immutable, append-only raw layer on open table formats (Apache Iceberg), full history and point-in-time recall.
-
Clean and connect
We standardise formats, remove duplicates, tag every record consistently and resolve it to the correct company, person or asset, so "Acme Ltd" and "ACME Limited" become one.
Under the hood: schema enforcement, a semantic layer with a shared taxonomy of sectors, geographies and entity types, entity resolution against global identifiers (LEI, company registry numbers), golden-record survivorship rules.
-
Curate and assure
Clean data is shaped into finished datasets built for a specific use, each tested before release.
Under the hood: versioned data products with data contracts, automated quality tests on accuracy, completeness and timeliness, end-to-end lineage.
-
Deliver
You receive data the way your team already works: a spreadsheet-friendly file, a live feed into your systems, or direct access for AI tools.
Under the hood: REST API, zero-copy sharing to Snowflake and Databricks, scheduled bulk delivery, MCP server for AI agents, per-client entitlements and usage metering.
Technical mapping: Source = ingestion · Capture = Bronze layer · Clean and connect = Silver layer with master data management · Curate and assure = Gold layer data products · Deliver = serving and distribution.
Verticals
Curated for vertical markets.Curated data lakes for vertical B2B data providers.
Why providers use DataQrata
New channels without a rebuild.Any pricing model your customers want.
Launch new delivery channels
Zero-copy sharing to Snowflake and Databricks, or MCP access for AI tools, without rebuilding your stack.
Protect your resale rights
Full lineage and licence tracking on every field, so you always know what you can sell and to whom.
Price it your way
Per-client entitlements and usage metering support subscription, seat, volume or usage-based pricing.
API
Query data products and history, and subscribe to changes.
Data platforms
Delivered straight into your customers' Snowflake, Databricks or Microsoft Fabric, with no copies to manage.
AI tools
Direct access from Claude, ChatGPT and other AI tools, with sources attached.
Files and BI
Scheduled spreadsheet-friendly files, and feeds into Power BI and Tableau.
CRM
Records kept current inside the CRM your customers already use.
Works with
- Claude
- ChatGPT
- Snowflake
- Databricks
- Microsoft Fabric
- Power BI
- Tableau
- Excel
- Salesforce
- HubSpot
- Microsoft Dynamics 365
- Affinity
- DealCloud
Trust and security
Every figure has a source.Every access has a record.
- Client data access is permissioned per dataset and per user, with full audit logs
- Encrypted in transit and at rest, on major cloud infrastructure
- Every field carries its source, timestamp and licence status
- No client data is used to train models or shared across clients
- SOC 2 Type II and ISO 27001 certification in preparation
Talk to us aboutyour data product.
Tell us your market, your sources and how your customers want to receive data. We'll show you what DataQrata can run for you.
hello@dataqrata.com
Buying data rather than selling it? DataQrata for data teams