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Don't wait for the report. Get the answer.

Business teams have the questions. The data exists. But getting from one to the other requires engineers, takes days, and produces results nobody fully trusts. ReportLess removes both bottlenecks — no data engineering team required.

The problem

The proper stack costs $500K and six months

ETL, warehouse, BI tool — the enterprise analytics setup is inaccessible to most companies. Business people know exactly what to ask. They just can't get to the data, and when they can, they don't trust the numbers.

Our answer

From raw, scattered source data to a trusted answer

ReportLess handles the full journey — connectors, pipeline, semantic layer, query — in one unified platform. Ask in plain language. Get an answer you can share. No engineer in the critical path.

How it works

Consume

Dashboards Ad-hoc Analytics Plain-English queries Agentic Analytics API MCP

Semantic

Metrics Dimensions Shared definitions Business logic

Data

CRM Databases Ad platforms Spreadsheets SaaS tools PDFs & documents Websites & web scraping REST APIs Email & calendar Cloud storage AI ETL + quality agents

"Every SaaS company has a ReportLess workspace the same way they have a Notion workspace — it's simply where your business data lives, stays clean, gets understood, and gets used."

Long-term vision