Product · the WebRobot console

From a sentence to data, agents and reports.

WebRobot is one console for the whole data lifecycle: say what you need, and AI agents build the collection pipeline, run it, keep the datasets and write the analysis. It runs managed on our cloud, or entirely on yours (BYOC).

Describe the data — the agent builds the pipeline

Write what you want to collect in plain words. The pipeline-designer agent picks stages from the live catalogue, assembles the pipeline and validates it on real rows before you run it.

• Point-and-click editing when you want control: 120+ stages, visual selector picker
• Every proposal is reviewed as a diff before it touches your canvas
• Runs on Spark for scale, or on the lightweight engine for small jobs

Compose AI agents and multi-agent teams

Agent Studio turns a description into an agent profile: engine, prompts, tools, variables and pricing. Background agents run on a schedule or on an event; teams of specialists collaborate on Ray.

• Same describe-and-propose loop as the Pipeline Designer
• MCP tools, integrations and your own knowledge base
• Publish to the marketplace — draft, submit, approve

See the agents we build →

Your datasets, queryable in SQL

Every run writes a dataset you own. Preview it, query it with SQL through the built-in query engine, download it or publish it — without moving the data out of your perimeter.

• Parquet output on your storage, indexed for SQL on demand
• Input and output datasets linked to the jobs that produced them
• Role-based visibility: customers see only what is shared with them

Analysis reports on demand

Ask a question about your data and the data-analyst agent writes the report: numbers computed with SQL, charts, tables and the method. It can collect the data first, and it builds on earlier reports.

• Every figure comes from a query — when the data cannot answer, the report says so
• Save to a library, download as Markdown, print to PDF
• Share a report with a customer, who reads it read-only

An AI assistant that works on the platform

The assistant is a data engineer driven by the live platform tools: it explains any page, finds a dataset, builds and runs pipelines from the conversation, and answers with charts.

• Grounded on the stage catalogue and on your knowledge base
• Deploy the same assistant on your site and on Telegram
• Adapts to what your role is allowed to see