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DVIndex
Let’s talk

Your personal AI data engineer

AI that workswith your data.

Connect your databases.
Tell DVIndex what you need.
It investigates, runs the analysis and explains the result.

Get answers you can check. Understand what a change could affect before you apply it.

See it in action

From a prompt to a result

One prompt.
Real data work.

Connect your databases, then describe the task in plain language. DVIndex finds the right tables, writes and runs the analysis, and returns an answer with the work behind it.

Connect your databases

  • Snowflake
  • PostgreSQL
  • MongoDB
  • DuckDB
  • SQLite
Explore integrations
How DVIndex works
DVIndex, in action00:48

Connect your sources. Describe the task. Inspect the result.

One teammate.
Across your tools.

Ask a question, investigate a problem or review a change. DVIndex works across your connected sources, using your company’s definitions and rules to guide the work.

Analytics

Ask the question.
It runs the analysis.

Get answers across your connected databases. DVIndex finds the relevant records, brings them together and runs the calculations. See the query, the result and where each finding came from.

Data engineering

See what changes.
Know what it affects.

Review the code that prepares your data. DVIndex checks changes in dbt, a tool for building tables ready for analysis, and traces which columns and tables depend on them. See the impact and any missing checks before you apply a change.

Data science

Test an idea.
Explain the pattern.

Explore trends, analyse text and test ideas. DVIndex writes and runs SQL and Python, keeping the code, results and source records together so you can check and reuse the work.

An answer you can trace.
A change you can review.

Discuss your workflow

Built around your business

Your data.
Your company’s context.

Table names don’t explain how your company works. Bring the meaning of your metrics, the relationships between your data and your team’s working rules into the task.

Connect your databases and files

Work with tables, documents and files in one investigation. DVIndex reads their structure, brings the relevant records together and shows where each result came from.

Bring your company’s knowledge

Add your business rules, metric definitions, documentation and known data issues. DVIndex uses this context to interpret your request, choose the right data and make its assumptions clear.

See what depends on a change

Data lineage is the map of how data moves between tables and calculations. DVIndex uses that map to show what a proposed change could affect—and where the available information is incomplete.

The tools your team already uses.

Integration scope for launch

Data warehouses & analytics
Snowflake · BigQuery · Databricks · Redshift · ClickHouse · Trino
Databases & documents
PostgreSQL · MySQL / MariaDB · SQL Server · Oracle · MongoDB · DuckDB · SQLite
Data preparation & scheduling
dbt · Airflow
Dashboards & reporting
Tableau · Power BI · Looker · Hex · Metabase · Sigma
Files & team knowledge
CSV · Parquet · Spreadsheets · Documentation · Business definitions

Our target launch integrations. Data access, change-impact analysis and other features will vary by connection.

Real data.
Measured results.

87.68%DVIndex · published Pass@1

DataAgentBench · selected submissionsFive trials · hints enabled

Snapshot: . Best listed configuration for each selected system; five trials with hints. Models and prompts differ.

A selected comparison, not the full ranking. See the complete leaderboard snapshot ↗

What’s behind the result?

DVIndex: 54 questions, five trials per question. GPT-6 Astra (high) with Jev 1.13.0 for classification, original DAB hints and tuned prompts. The published 87.68% Pass@1 averages answer accuracy across the tested datasets.

Results reflect each submission’s model, prompts and evaluation setup. Our public evidence includes execution traces, prompt assignments and disclosed reruns. System names identify their respective submissions; no affiliation or endorsement is implied.

Work with DVIndex

Put your data
to work.

Tell us what you connect, what you need to know and what you want to improve.

Sculpted rectangular frames open into a softly lit architectural gallery.

For your data team.

Meet your next
data teammate.

01 / 03

A closer look at DVIndex

Start with your question

Let’s talk
about your data.

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