Your whole data estate.
One conversation.
Connect any database. Ask Data builds a schema knowledge graph of your data, then your team asks questions in plain English and gets grounded, accurate answers.
Your team shouldn't wait a week
to ask the data a question.
Every organisation already has data. The bottleneck is between question and answer. Ask Data removes it.
Analytics Backlogs That Stall Decisions
Business users wait 1-2 weeks for ad-hoc answers while the data team drowns in query requests. By the time the answer arrives, the question has moved on.
AI Chat Tools That Hallucinate
Generic LLMs wired to a database invent columns, guess relationships, and return wrong numbers because they never truly understand your schema.
BI Tools Nobody Uses
Dashboards were built for questions asked months ago. Most licensed users are not fluent, so requests still route through analysts.
Data Trapped in Silos
Answers spanning CRM, warehouse, and product data require engineering effort and brittle pipelines. Cross-source questions become cross-team projects.
SQL Is a Permission Slip
Only engineers can query. Every marketer, operator, and exec who wants a number has to route through someone who writes SQL.
Months of Semantic Modelling
Legacy text-to-SQL stacks demand painstaking semantic layers and YAML tuning that are expensive to build and fragile to maintain.
Built on a schema knowledge graph.
That's the difference.
Ask Data doesn't bolt an LLM onto your database. It reads schema, builds a graph of relationships, and grounds every answer.
Automated Schema Knowledge Graph
Ask Data reads every table, column, constraint, and relationship, then builds a live graph. No manual semantic modelling or hand-tuned YAML.
Plain-English Conversations
Anyone can ask questions the way they ask a colleague. No SQL, no formula syntax, and no dashboard training required.
Grounded Answers, No Hallucination
Every response is anchored to a real path through the knowledge graph with real tables, columns, and joins.
Context-Aware Metadata Enrichment
Ask Data infers business meaning automatically so ambiguous column names are mapped to useful business context.
Charts That Actually Help
When a number alone is not enough, Ask Data renders the right chart inline in the conversation.
Multi-Turn Context
Follow-up prompts stay concise because Ask Data carries the thread and conversation context across turns.
Any Source, Any Format
PostgreSQL, Snowflake, BigQuery, Redshift, SQL Server, Oracle, MySQL, spreadsheets, and APIs are supported read-only.
Read-Only, Permissions-Aware
Ask Data never writes to your database and respects existing row-level and column-level permissions.
From raw schema
to answered question.
Connect a source and Ask Data enriches metadata, builds a knowledge graph, and enables conversational analytics.
- No migration required
- No pre-modelling
- Permissions preserved
Real conversations.
Real answers.
Every answer is traceable to real schema and real data. Here's what happens when teams ask a question.
Every major database.
Actually, any source.
Ask Data connects read-only to cloud warehouses, on-prem databases, spreadsheets, and APIs.
PostgreSQL
OLTP & warehouses
Snowflake
Cloud data warehouse
BigQuery
Google Cloud
Redshift
AWS cloud DW
SQL Server
On-prem & Azure
Oracle
PL/SQL estates
MySQL
Open-source RDBMS
Any Source
CSV, Excel, Sheets, APIs
Everything a data team wishes
their BI tool already was.
Built for organisations that want answers, not dashboard sprawl and ticket queues.
Answers in Seconds, Not Weeks
Every question resolves against your live schema and returns a grounded answer quickly with no queue or handoff.
Zero SQL, Zero BI Training
Teams ask in plain English with no dashboard ramp-up, no semantic-layer tutorials, and no query-builder training.
Schema-Grounded Accuracy
Every answer traces to a real path through your model so there are no hallucinated columns or fabricated joins.
Works on Any Source, Day One
Connect read-only to cloud warehouses, on-prem databases, spreadsheets, and APIs without migration or modelling.
Charts That Earn Their Place
Ask Data renders charts only when visualization improves clarity, otherwise it responds directly.
Multi-Turn by Design
Real analysis is iterative, and Ask Data carries the context between turns for concise follow-ups.
Cross-Source Intelligence
Ask questions across systems and compare connected entities without custom integration work.
Gives the Data Team Their Week Back
Business users self-serve most ad-hoc questions so engineers can focus on higher-leverage platform work.
See Ask Data in Action
Get a personalised walkthrough tailored to your data estate and conversational analytics requirements.
Let's talk scale.
Our team of engineering experts and AI architects is ready to help you accelerate your data modernization journey.