Cognis AI DBA

An AI DBA that ships the fix, safely

Ask Cognis anything about your spend, then let the Cognis AI DBA apply safe, reversible changes — only inside a policy you control.

Cognis AI DBA action queue with approved and verified fixes (sample data)
  • Off until you turn it on

    Every policy starts paused. You choose what it may touch.

  • Its own key

    A separate operator key, with only the write permissions you grant.

  • A person merges every PR

    The Cognis AI DBA opens pull requests. It never merges them.

Cognis AI DBA

Answers from your data

Plain-English questions, answered from your own account with the dashboards' own metrics wherever one fits.

Which team spends the most?Why did storage jump this week?Top 5 queries by cost

Cognis

growth spent $18,412 this month, 34% of total — driven mostly by events.raw_clicks reads from a scheduled query.

The Cognis AI DBA starts paused and only acts inside the policy you set. Every change is logged, and almost all can be rolled back.

  • Separate key you control
  • Owner approval
  • dbt fixes as pull requests
Cognis AI DBA

Policy-gated changes

Starts paused. Approve actions, limit datasets, and roll back most changes in one click.

Add clustering to orders.line_items

Saves ~$1,120/mo · reversible · inside your policy

  1. Suggested
  2. Approved
  3. Applied
  4. Verified
Audit log · Approved by Megan R. · applied 14:02 · verified 15:10 — query cost down 64%.
Cognis AI DBA

Pull requests for dbt

dbt and query-code fixes arrive as pull requests on your repo. Your CI runs; a person always merges.

Add partition filter to stg_page_views #482

slashpeak/ai-dba/partition-stg-page-views → main

dbt buildPassed in 2m 14s
dbt test48 tests passed
Cost check−$6,420/mo estimated
Waiting for review from your teamReview

How it works

  1. 1

    Ask

    Ask Cognis about your spend in plain English. It answers from your own account.

  2. 2

    Approve

    The Cognis AI DBA plans the exact change. Your policy decides if it runs or waits for an owner.

  3. 3

    Ship and verify

    It applies the change or opens a pull request, then checks that the fix held.

Also included

The rest of what comes with Cognis AI DBA in SlashPeak.

Separate operator key

A key you create yourself — the Cognis AI DBA never inherits app access.

A fixed set of actions

Each action is reviewable, and almost all can be undone.

AI query optimizer

A cheaper rewrite of an expensive query, with the bytes it saves. Nothing in BigQuery changes.

Reservations and pricing model

Resize a reservation, or move a project to the cheaper pricing model.

Table and storage settings

Add clustering columns, shorten time travel, or switch the storage billing model.

12 months of history

Every Cognis AI DBA event is kept for a year.

Frequently asked questions

Can Cognis change my BigQuery project?

Only the Cognis AI DBA can, and only with a separate operator key you create yourself, inside a policy you control. Cognis chat is read-only.

Is the Cognis AI DBA on by default?

No — every policy starts paused. You turn it on and choose exactly what it's allowed to touch.

What if a fix goes wrong?

Every change is checked after it lands, and most can be rolled back in one click. The few that cannot, such as quarantining a stale table, always need an owner.

How does dbt fit in?

dbt fixes arrive as pull requests on your own repo. Your CI runs, and a person always merges.

What does Cognis use to answer questions?

Your own account's scan data, using the dashboards' own metrics wherever one fits — never a live read of your table contents.

Who approves Cognis AI DBA actions?

The account owner, per the policy they set. A policy can let a few safe action types run by itself, and some actions always need an owner. Every suggested, approved and applied action is logged.

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