For your role

DataTug for your role

The same production data reaches many people for different reasons. Find your role, see the problems DataTug is built for, and where to start.

Explore the demo project All five solutions

App and backend developersDevelopersThe bug only happens in production, the data is in three databases, and the quickest way to look is a password I should not be pasting anywhere.See how DataTug helps
People wiring Claude, Cursor or Codex to company dataAI agent buildersThe agent is useful only if it can read our data. I cannot give it a login that can read everything and change anything.See how DataTug helps
L1/L2 support, helpdesk and customer successHelpdeskA customer asks where their order is. I can see the ticket, but not the data, so I ask an engineer and we both wait.See how DataTug helps
SRE, on-call and L3 engineersSRE and on-callThe incident touches four systems. By the time I have the evidence in one place the shift is over, and the next person starts again.See how DataTug helps
Security, compliance and auditorsSecurity and complianceI need to know who can reach which data, and prove it. Today the answer is a shared login and a spreadsheet.See how DataTug helps
Data analysts and BIData analystsThe answer needs two databases, so it starts with two exports and a spreadsheet. And I am never sure the IDs mean the same thing.See how DataTug helps
QA and test engineersQA and testersThe UI says the test passed. I still need to see what it wrote to the database, and whether last month’s data bug is back.See how DataTug helps
Engineering managers and CTOsEngineering managersMy most senior engineers spend hours a week running queries for support, and half the team has production access “just in case”.See how DataTug helps

Roles and solutions

Which solutions each role starts from, and which are also useful. Each mark opens that role’s page at the solution.

Starts with Also useful

Roles and the solutions they use: primary or also useful
Role	Safe Data Access	Incident Investigation	Data Understanding	Data Exploration	Data Monitoring
Developers	Primary: Developers, Safe Data Access	Primary: Developers, Incident Investigation	Also useful: Developers, Data Understanding	Primary: Developers, Data Exploration & Sharing	Also useful: Developers, Data Quality & Monitoring
AI agent builders	Primary: AI agent builders, Safe Data Access	Also useful: AI agent builders, Incident Investigation	Primary: AI agent builders, Data Understanding	Not a main fit	Not a main fit
Helpdesk	Primary: Helpdesk, Safe Data Access	Primary: Helpdesk, Incident Investigation	Also useful: Helpdesk, Data Understanding	Not a main fit	Also useful: Helpdesk, Data Quality & Monitoring
SRE and on-call	Primary: SRE and on-call, Safe Data Access	Primary: SRE and on-call, Incident Investigation	Also useful: SRE and on-call, Data Understanding	Not a main fit	Primary: SRE and on-call, Data Quality & Monitoring
Security and compliance	Primary: Security and compliance, Safe Data Access	Also useful: Security and compliance, Incident Investigation	Not a main fit	Not a main fit	Also useful: Security and compliance, Data Quality & Monitoring
Data analysts	Also useful: Data analysts, Safe Data Access	Not a main fit	Primary: Data analysts, Data Understanding	Primary: Data analysts, Data Exploration & Sharing	Also useful: Data analysts, Data Quality & Monitoring
QA and testers	Primary: QA and testers, Safe Data Access	Also useful: QA and testers, Incident Investigation	Not a main fit	Primary: QA and testers, Data Exploration & Sharing	Also useful: QA and testers, Data Quality & Monitoring
Engineering managers	Primary: Engineering managers, Safe Data Access	Primary: Engineering managers, Incident Investigation	Not a main fit	Not a main fit	Also useful: Engineering managers, Data Quality & Monitoring

Developers
Starts with Safe Data Access Incident Investigation Data Exploration
Also useful Data Understanding Data Monitoring
AI agent builders
Starts with Safe Data Access Data Understanding
Also useful Incident Investigation
Helpdesk
Starts with Safe Data Access Incident Investigation
Also useful Data Monitoring Data Understanding
SRE and on-call
Starts with Incident Investigation Data Monitoring Safe Data Access
Also useful Data Understanding
Security and compliance
Starts with Safe Data Access
Also useful Incident Investigation Data Monitoring
Data analysts
Starts with Data Understanding Data Exploration
Also useful Data Monitoring Safe Data Access
QA and testers
Starts with Data Exploration Safe Data Access
Also useful Incident Investigation Data Monitoring
Engineering managers
Starts with Safe Data Access Incident Investigation
Also useful Data Monitoring

Try it on sample data

The public demo project opens in the browser with sample Northwind and Chinook data. No sign-up.

Explore the demo project

Eight roles

Roles and solutions

Try it on sample data