QuietNode

AI employees for data teams, with least privilege

Ask your dashboard in plain English.

QuietLens BI is the bridge between a Power BI dashboard and the people who read it. Get the figure, the period, and how current the data is, from the warehouse behind the dashboard, in your own cloud.

Your VPC

Keep data in your boundary

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

One dashboard

Start with a focused scope

Start with QuietLens BI on one Power BI dashboard. QuietMend, the AI data engineer, is in development.

Read-only

Nothing written to your data

QuietLens runs a single SELECT. Its only writes are an optional Jira ticket and Slack summary.

Your AI employees

QuietLens answers. QuietMend asks first.

Two AI employees with least privilege, each with written permissions. They share no deployment, credential, or network.

QuietLens BI · AI data analystAnswers, read-only

The bridge between a dashboard and the people who read it.

Ask in plain English. QuietLens turns the question into one checked, read-only query against the warehouse behind the Power BI dashboard, and answers with the figure, the period, and how current the data is.

  • Works with Power BI alone, and goes further with the warehouse connected
  • Says whether a named report refreshed, and why not
  • Removes any figure the query did not return

Approved systems · read-only identity

SnowflakeBigQueryRedshiftPostgreSQLPower BIdbt CloudAirflowJiraSlack

figure · period · freshness · query

QuietMend · AI data engineerIn development

An AI data engineer that asks before it touches anything.

QuietMend is designed to pick up an assigned ticket, post a plan and an access request, wait for approval, work only in DEV, and raise a pull request. It has never run against live systems.

  • Denied 50 of 50 attack cases in evaluation against fixtures
  • Designed to ask for short-lived access scoped to the ticket
  • Cannot merge and cannot write to production

Designed change path · human gates

TICKETPLANACCESSDEV FIXVALIDATEPR

review and approval stay with your team

QuietLens answers from the data behind your dashboard. QuietMend is in development. Your team keeps every approval.

The operating layer

The same rules, written down for each.

Each AI employee's permissions are written down and can be audited. The two products share no deployment, credential, or network.

Customer-VPC deployment

Both products are built to run inside your boundary. QuietNode hosts nothing.

Read-only investigation

QuietLens is SELECT-only, enforced in code. Its only writes are an optional Jira ticket and Slack summary.

Scoped, expiring access, by design

QuietMend is designed to ask for short-lived access scoped to the ticket. It is in development.

Human approval gates

QuietMend is designed to wait for a person before it gets access. It cannot merge.

Tamper-evident audit

Every QuietLens question and action lands in a hash-chained audit log.

Your model routing

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

Published evaluation numbers

0/149

QuietLens golden-eval cases pass

Deterministic engine, published with each release. The LLM-assisted path is not measured.

0/90

QuietMend evaluation cases pass

Against fixtures. QuietMend has never run against live systems.

0/50

QuietMend attack cases denied

Part of the 90, against fixtures.

0

Grounding violations tolerated

An ungrounded number in an answer fails the release build.

Read the full security model

Your AI employees

A checked answer, in plain English.

QuietLens answers from the data behind your dashboard, and checks every figure. QuietMend, the AI data engineer, is in development and has never run against live systems.