Entendo

Entendo is a conversational business intelligence platform that turns plain-language questions into charts and numbers — without SQL, BI specialists, or weeks of setup. Built for Brazilian mid-market companies (50–300 employees), Entendo connects directly with XSLX/CSV to PostgreSQL, MySQL , SQL Server and Oracle databases — typically behind ERPs such as Totvs Protheus, SAP Business One, Bling, or Omie — and lets any decision-maker ask a question in natural language and get an answer in under 30 seconds.

How It Works

Entendo runs a multi-agent NL-to-SQL pipeline composed of seven specialized AI agents, with intelligent routing and automatic retry. When a user asks a question, the system grounds itself in the database schema, generates the SQL, validates the reasoning, executes the query in read-only mode, and renders the appropriate chart. Every answer exposes the generated SQL and the agent thought process, so users can verify how a number was produced rather than trust the AI blindly.

Key Capabilities

- Native language understanding — handles business vocabulary on the first try, not via translation

- Read-only by design — four security layers, zero mutation, complete audit logs

- Bring Your Own Key (BYOK) — multi-provider LLM support, so customer data is not locked into a single AI vendor
- Transparent reasoning — every response shows the SQL and the chain of thought behind it

- Sub-5-minute setup — connect a database and ask the first question in minutes, not months

Who It Is For

Entendo is designed for CEOs, CFOs, sales leaders, and BI analysts at mid-market companies (R$10M–R$100M annual revenue) across retail, financial , services, healthcare, logistics, and professional services. It is built to absorb the repetitive ad-hoc data requests that BI analysts handle manually today, freeing them for strategic analysis while giving non-technical executives direct access to their own data.

The vendor provided Accuracy and Performance benchmarks:

- 85–98% NL-to-SQL accuracy with retry (internal benchmark)

- Under 5 minutes from signup to first insight

- Cost per answered question of approximately $ 0.05-$ 0.30, compared with $25–500 for traditional alternatives that require analyst time

Pricing

Entendo offers a free tier (5 users, 30 queries), Starter at US$30/month, Pro at US$70/month, Business at US$150/month, and a custom Enterprise plan.