For data teams

A shorter ad-hoc queue, and you still approve every change.

Colleagues ask the warehouse directly and get answers they can check. dbt work arrives as a branch and a diff. Nothing merges without you.

Or schedule a demo with the team.

At a glance

tvaras for data teams

Asked from

Chat, Slack or a ticket

Used for

Requests and dbt changes

You get

Answers, and diffs to review

What data teams use it for

  • New dashboards, and the upkeep of the ones you already have.Complete dashboards ship in minutes instead of weeks. A change takes one sentence.
  • Routine dbt requests: sources, staging models, marts.A job on its own branch, with tests and descriptions filled in. You review the diff and merge.
  • The Slack questions that would otherwise land on you.Answered with the chart and the SQL, so people can see how the number was made.
  • One definition of each metric, used everywhere.A metrics dictionary that chats, dashboards and reports all read from.
  • A first look when a model seems wrong or slow.What it checked, what it found and the queries it ran, ready for you to verify.
  • Scheduled reports and checks on the numbers you own.Delivered to Slack on a timer, with an alert when something crosses a threshold.
  • Small internal apps, so stakeholders can serve themselves.A Playground at /pg/your-slug that respects your permissions and keeps its history.

In one audit, tvaras found 17 issues across 42 dbt models.

In plain English

Questions people actually ask.

“Can you pick up DATA-412 and add customer lifetime value to the customer mart?”

tvaras: Reads the ticket and your existing models, proposes a plan, then writes the change on its own branch with tests. You get a diff to review.

“Why is `mart_orders` running twice as slow as last week?”

tvaras: Reads the dbt run log, finds the slowest step and suggests a fix. It comes back as a proposed diff, not an edit to main.

“Is this model counting some orders twice?”

tvaras: Checks for repeated order IDs and for joins that multiply rows, then shows you what it found and the SQL it used.

“Marketing wants a weekly dashboard. Can you build it?”

tvaras: Drafts a Playground with date filters and channel toggles. It ships behind your permissions, and the charts stay editable.

Spotlight

The merchant reconciliation app

A sortable, filterable table with a slider for the discrepancy threshold. The kind of internal tool that takes a sprint to build by hand. This one took two sentences.

See it live