How QuietNode runs work.
Pumpkin executes. QuietLens BI investigates. Both run through the same operating model — intake, scope, plan or investigate, validate, approve, execute or answer, audit.
Seven gates. Every run.
Whether the work is a pipeline change or a broken-report investigation, it moves through the same explicit stages — nothing skips scope, validation, or approval.
Intake
A ticket or a business question arrives.
Scope
Scope and access policy are bound before work begins.
Plan / Investigate
A deterministic plan or an evidence-gathering trace.
Validate
Validators and policy checks run against the work.
Approve
A human reviews and signs off before anything ships.
Execute / Answer
A PR is raised or an evidence-backed answer is delivered.
Audit
The full run record is retained for review.
One model · two AI teammates
Pumpkin
AI Data Engineer · executes
An approved Jira ticket becomes a deterministic plan, then a review-ready pull request — through your reviewers and CI, with scoped, short-lived credentials.
QuietLens BI
AI BI Analyst · investigates
A business question becomes read-only checks across BI, warehouse, and orchestration — and an evidence-backed answer with ownership and a recommended action.
Every run produces artifacts.
No invisible work. Each run — execution or investigation — leaves the records your reviewers, owners, and auditors need.
Scope + access policy
What the run was allowed to touch — fixed before any work began.
Plan or investigation trace
Every step the teammate took, in order, tied to the approved scope.
Validators + evidence pack
The checks that ran and the evidence collected along the way.
Approval record
Who reviewed the run, what they saw, and what they decided.
PR or operational ticket
Output lands in the workflow your team already reviews and merges.
Audit timeline
A complete, replayable record of the run, kept for audit.
First teammate deployment
Run the operating model on one workflow.
Evaluations start with one focused role — one ticket queue for Pumpkin or one investigation pattern for QuietLens BI.