QuietNode

Governed AI agents for data teams

Resolve broken reports and data incidents faster.

Your AI teammates move from evidence-backed diagnosis to an approved fix while your team controls access, review, and production change.

Your VPC

Keep data in your boundary

Deploy in your environment and retain control of data, credentials, and model routing.

One teammate

Start with a focused role

Bring in QuietLens for investigation or Pumpkin for governed engineering, then expand your AI team.

Human approved

Keep reviewers in control

Production changes wait for approval, with the evidence and rollback path attached.

Your AI teammates

QuietLens investigates. Pumpkin prepares the fix.

Two governed AI agents for data teams, each with a focused role and the same approval, access, and audit controls.

QuietNode BI Analyst · QuietLensInvestigates and explains

Evidence-backed diagnosis for broken reports and data incidents.

QuietLens traces questions across approved BI, warehouse, pipeline, and ownership systems, then returns the finding with its evidence and owner.

  • Investigates across the approved connector surface
  • Walks lineage upstream to isolate the failure
  • Returns sources, queries, freshness, and ownership

Approved systems · read-only identity

SnowflakeBigQueryRedshiftPostgreSQLPower BIdbt CloudAirflowJiraSlack

finding · evidence · lineage · owner

QuietNode Data Engineer · PumpkinPrepares governed fixes

Review-ready changes under your existing controls.

Pumpkin works from an approved ticket, requests scoped access, prepares the change in development, validates it, and opens a pull request for your team.

  • Checks each action against deny-by-default policy
  • Uses scoped, human-approved access that expires
  • Attaches validation evidence and rollback notes

Governed change path · human gates

TICKETPLANACCESSDEV FIXVALIDATEPR

review and approval stay with your team

QuietLens explains what broke. Pumpkin prepares the fix. Your team reviews and approves.

The operating layer

The platform both teammates run on.

QuietNode provides the shared system each governed AI agent needs: identity, role boundaries, approved connectors, scoped credentials, permissions, audit logs, approval gates, deployment controls, and human review.

Customer-VPC deployment

Both products run inside your boundary. No vendor backend, no telemetry.

Read-only investigation

QuietLens is SELECT-only by construction. Its only write is filing a ticket.

Scoped, expiring access

Pumpkin's access is a human-approved session that expires in 60 minutes.

Human approval gates

Access, QA, and merge wait for a human. Merge isn't even implemented.

Tamper-evident audit

Every question and action lands in a hash-chained log with SIEM export.

Your model routing

Bring your own LLM endpoint, or run one inside your boundary.

Measured in CI

0+

Golden-eval cases pass

QuietLens accuracy — 100% passing, rerun on every commit.

0%

Red-team cases refused

Hostile cases Pumpkin must refuse for a build to pass.

0

Automated tests

Across both products, run in CI against real Postgres.

0

Grounding violations tolerated

An untraceable number in an answer fails the build.

Read the full security model

Your AI teammates

From evidence-backed diagnosis to an approved fix.

QuietLens investigates and explains what broke. Pumpkin prepares the governed fix. Your team reviews and approves every consequential step.