Running agents

Live view of the Atlas fleet operating your pipelines right now

Running

Source connection & landing

continuous1.4B rows / day

Connects new sources, infers schemas and lands raw data with idempotent loads and automatic replay on failure.

Awaiting review

Transformation authoring

on change312 models managed

Writes and refactors SQL and dbt models from intent, complete with tests, documentation and lineage annotations.

Running

Quality & contracts

every 60s2,480 checks / hour

Watches freshness, volume and distribution signals, enforcing data contracts before bad rows reach consumers.

Running

Incident resolution

event driven94% auto-resolved

Diagnoses failed runs, reproduces them in a sandbox and opens a reviewed pull request with the smallest safe fix.

Scheduled

Cost & performance

nightly38% spend reclaimed

Rewrites expensive queries, tunes clustering and right-sizes warehouses against the budget your finance team set.

Awaiting review

Governance & access

continuous100% coverage

Classifies sensitive columns, applies masking policies and produces the audit evidence reviewers ask for.

Live

sentinel freshness check stg_events · 14m behind SLA · escalating

repair reproducing failed run 9f21c in sandbox warehouse

repair root cause: billing_country became nullable upstream

model patching fct_orders · adding coalesce + not_null test

repair dry-run passed · 412k rows · est. compute $0.38

repair opened PR #4821 · awaiting review from data-platform

ledger wh_analytics idle 22m · proposing downsize to Medium

Every line above maps to an immutable audit entry with the plan, inputs, cost estimate and reviewer.