Solutions
Start from the problem you have.
DataTug is one platform, but nobody buys a platform. Start from the problem you have today; each one leads to the next when you need it.

Five solutions

Safe Data Access
Let people and AI agents reach production data without handing over the keys
Perimeter

Incident Investigation
Find out what happened to a customer’s order, payment or account
Detective · Context Bag

Data Understanding
Know what a column means before you join on it
MeaningGraph

Data Exploration & Sharing
Ask a question across several databases and share the answer
Queries · Dashboards

Data Quality & Monitoring
Spot data problems before a customer has to tell you
Checks · Validators · Watch
The Solution Graph
Each solution stands on its own. Together they hand work to each other: what one finds, the next one uses.
Read the connections as text
- Data Understanding leads to Data Exploration & Sharing: suggested joins
- Data Understanding leads to Incident Investigation: follow related records
- Data Exploration & Sharing leads to Data Quality & Monitoring: a query becomes a Check
- Incident Investigation leads to Data Quality & Monitoring: a finding becomes a monitoring rule
- Safe Data Access leads to Incident Investigation: safe human and agent access during investigations
- Safe Data Access leads to Data Exploration & Sharing: queries shared under the reader’s own access
The graph shows the intended connections. Not every one is implemented today; each solution page marks which parts are available, in development or planned.
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
- Developers
Starts with Safe Data AccessIncident InvestigationData Exploration
Also useful Data UnderstandingData Monitoring
- AI agent builders
Starts with Safe Data AccessData Understanding
Also useful Incident Investigation
- Helpdesk
Starts with Safe Data AccessIncident Investigation
Also useful Data MonitoringData Understanding
- SRE and on-call
Starts with Incident InvestigationData MonitoringSafe Data Access
Also useful Data Understanding
- Security and compliance
Starts with Safe Data Access
Also useful Incident InvestigationData Monitoring
- Data analysts
Starts with Data UnderstandingData Exploration
Also useful Data MonitoringSafe Data Access
- QA and testers
Starts with Data ExplorationSafe Data Access
Also useful Incident InvestigationData Monitoring
- Engineering managers
Starts with Safe Data AccessIncident Investigation
Also useful Data Monitoring
Illustrative vision · not a live demo
One order, end to end
How the five solutions work together on one problem. Northwind order 11045 is sample data, and some steps use capabilities that are in development or planned: the story shows where DataTug is going, and each solution page says what is available today.
A customer asks where order 11045 is

An ordinary ticket: Bottom-Dollar Markets asks when order 11045 will arrive, as it is due tomorrow and has no tracking number yet. Sarah takes it and opens a case.
Incident InvestigationThe Perimeter governs access
Sarah and the agent helping her read Orders and Payments in production. Contact details come back masked; nothing can be changed without approval. (Masking and approvals are planned.)
Safe Data AccessMeaningGraph finds the links
The order is OrderID in Northwind, order_ref in Payments and order_id at the carrier. MeaningGraph knows they are the same order, so the related records line up. (Cross-source linking by MeaningGraph is planned; today a person maps the meaning.)
Data UnderstandingQueries and logs find the discrepancy
A saved query shows the payment was captured; the carrier API has no booking; the log says route-17-2 expired the day before.
Data Exploration & SharingThe findings are preserved
Queries, evidence and the conclusion stay in the case. The approved rebooking runs for that one order, and the audit trail, planned, says who agreed.
Incident InvestigationA Check spots it next time

The query that explained it becomes a Check, “paid but not booked after 24 hours”. Three weeks later it flags order 11082 before the customer needs to ask.
Data Quality & 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





