Revenue Analytics Agent
Answers revenue questions in plain English by querying your data warehouse.
Learn more →
Claude Partner NetworkOfficial Anthropic partnerCross-functional · Data & OperationsData Discovery & Quality Agent
Analyzes your datasets and spreadsheets, surfaces questions and insights and points out data gaps.
In short
What the Data Discovery & Quality Agent is.
The Data Discovery & Quality Agent is a Luby AI agent for any department, built for companies in any industry. Analyzes your datasets and spreadsheets, surfaces questions and insights and points out data gaps. It runs at autonomy level 1 (assistant): answers and suggests; doesn't execute anything in your systems.
How it works
From request to result, step by step.
An illustration of how the agent works. In a project, each step is designed around your process and your systems.
Inputs
CSV files / spreadsheets
Data Discovery & Quality Agent
- 1Reads the dataset or spreadsheet
- 2Profiles it and frames questions
- 3Extracts insights
- 4Flags data quality gaps
Guardrails · decision log · approval limits
Human in the loop
Human approvalconfirms every run
Outcomes
Insights + data gaps
Pain points it solves
Where this agent makes a difference.
Wholesale Distribution
Stockouts and dead stock
Buyers reorder by gut and the warehouse fills with slow movers.
Agricultural & Construction Equipment Manufacturing
Warranty cost
Claims are paid without checking for patterns.
Self-Storage Operators
Rate management
Street rates and existing-customer increases are set in spreadsheets.
Business outcomes
What changes in your operation.
Outcome
Data maturity
Outcome
Insight discovery
Outcome
A foundation for automation
Where it applies
Industries
All industries
Departments
Any department
Governance
autonomy levels →Level 1 · Assistant. Answers and suggests; doesn't execute anything in your systems.
Every decision is logged with evidence, there are approval limits and the agent can be paused at any time. See also the technical foundation behind the agents.
Related
Agents that work together.
Reports & Spreadsheets Agent
Reads, analyzes and edits spreadsheets in plain English to automate recurring reporting.
Learn more →Sales Ops & Alerts Agent
Watches sales events and notifies or triggers your team in Slack or Teams in real time.
Learn more →FAQ
Questions about the Data Discovery & Quality Agent.
What does the Data Discovery & Quality Agent do?
Analyzes your datasets and spreadsheets, surfaces questions and insights and points out data gaps. Steps: reads the dataset or spreadsheet; profiles it and frames questions; extracts insights; flags data quality gaps.
Does the Data Discovery & Quality Agent replace people?
It isn't designed to. It runs at autonomy level 1 (assistant): Answers and suggests; doesn't execute anything in your systems. High-impact decisions stay with your team, with approval limits, an audit trail and an immediate kill switch.
What results does the Data Discovery & Quality Agent deliver?
Data maturity; Insight discovery; A foundation for automation.
Which industries does the Data Discovery & Quality Agent apply to?
Companies in any industry, in any department.
Talk to an AI architect
Could the Data Discovery & Quality Agent work in your company?
Tell us where it would run. An AI architect checks the fit with your process and systems and sends you the top opportunities.
- 1A senior architect, not an SDR30 minutes with someone who has shipped agents to production.
- 2Your top 3 agent opportunitiesRanked by payback, with the systems and approvals each one needs.
- 3No commitmentYou keep the shortlist whether or not you work with Luby.
Thanks! A Luby AI architect will email you to set up the session, usually within one business day.
Companies that trust Luby
