TrustRadius

Entendo vs. Excel4apps

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Entendo
Score 0.0 out of 10
Mid-Size Companies (51-1,000 employees)
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…
$29
per month per organization
Excel4apps
Score 8.6 out of 10
N/A
Excel4apps is a business intelligence software offering from Excel4apps.N/A
Pricing
EntendoExcel4apps
Editions & Modules
Free
$0
one-time fee Up to 5 users 30 free queries CSV / Excel upload Agents: Chart, Table Exports (CSV, PDF, PNG)
Starter
$29
per month Up to 15 users 80 queries / month SQL, Postgres, Sheets connection Basic Analytics Agent Dashboard Sharing
Pro
$69
per month Up to 40 users 200 queries / month Prediction Agent (Forecast) Full Analytics Agent Prompt audit logs
Business
$149
per month Up to 100 users 500 queries / month Execution priority Embedded Analytics Optional contract
Enterprise
tbd
per month Custom Full control: your cloud, your rules, your data. Unlimited users SSO / SAML Custom SLA BYOK (bring your own AI key)
No answers on this topic
Offerings
Pricing Offerings
EntendoExcel4apps
Free Trial
NoNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsEntendo is priced per workspace, not per seat. A 40-person data team on the Pro plan pays the equivalent of ~$1.75 per user per month. Query quotas refer to natural-language questions asked to the AI agents. Traditional dashboard views, chart interactions, drill-downs, cross-filters, report sharing, and data exports (CSV, PDF, PNG) are unlimited on all plans, including Free. Plan capabilities scale as follows: - Free (R$0 / ~$0): 5 users, 30 queries/month. CSV and Excel file upload only. Includes Chart Agent and Table Agent. Exports in CSV, PDF, PNG. - Starter (R$149 / ~$29): 15 users, 80 queries/month. Adds database connectors (PostgreSQL, MySQL, SQL Server, Oracle, Google Sheets). Adds Basic Analytics Agent. Adds Dashboard Sharing. - Pro (R$349 / ~$69, most popular): 40 users, 200 queries/month. Adds Prediction Agent (time-series forecasting with ARIMA and Holt-Winters). Upgrades to Full Analytics Agent. Adds prompt audit logs for governance and compliance. - Business (R$749 / ~$149): 100 users, 500 queries/month. Adds query execution priority, Embedded Analytics (iframe/embed in third-party applications), and optional annual contract terms. - Enterprise (custom): Unlimited users, custom query quotas, on-premise or hybrid deployment, BYOK (Bring Your Own Key) for LLM providers including OpenAI, Anthropic, and Google Gemini, SSO, audit trails, LGPD compliance, and SLA. Note on currency: Entendo is a Brazilian product and billing is currently available in Brazilian Reais (BRL) only. USD prices shown in this listing are approximate conversions at R$5.00 per USD and are provided for reference. Actual billed amounts are R$149 (Starter), R$349 (Pro), and R$749 (Business) per month.—
More Pricing Information
Community Pulse
EntendoExcel4apps
Features
EntendoExcel4apps
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Entendo
-
Ratings
Excel4apps
6.3
4 Ratings
26% below category average
Pixel Perfect reports00 Ratings5.43 Ratings
Customizable dashboards00 Ratings6.13 Ratings
Report Formatting Templates00 Ratings7.44 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Entendo
-
Ratings
Excel4apps
7.6
4 Ratings
5% below category average
Drill-down analysis00 Ratings7.54 Ratings
Formatting capabilities00 Ratings9.24 Ratings
Integration with R or other statistical packages00 Ratings6.52 Ratings
Report sharing and collaboration00 Ratings7.14 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Entendo
-
Ratings
Excel4apps
6.4
3 Ratings
25% below category average
Publish to Web00 Ratings6.73 Ratings
Publish to PDF00 Ratings8.22 Ratings
Report Versioning00 Ratings5.83 Ratings
Report Delivery Scheduling00 Ratings6.23 Ratings
Delivery to Remote Servers00 Ratings5.02 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Entendo
-
Ratings
Excel4apps
6.7
2 Ratings
17% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings7.02 Ratings
Location Analytics / Geographic Visualization00 Ratings7.02 Ratings
Predictive Analytics00 Ratings6.02 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Entendo
-
Ratings
Excel4apps
8.1
3 Ratings
5% below category average
Multi-User Support (named login)00 Ratings9.03 Ratings
Role-Based Security Model00 Ratings9.02 Ratings
Multiple Access Permission Levels (Create, Read, Delete)00 Ratings7.23 Ratings
Single Sign-On (SSO)00 Ratings7.22 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Entendo
-
Ratings
Excel4apps
7.8
1 Ratings
0% above category average
Responsive Design for Web Access00 Ratings9.01 Ratings
Mobile Application00 Ratings8.01 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings6.01 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Entendo
-
Ratings
Excel4apps
3.4
2 Ratings
78% below category average
REST API00 Ratings1.01 Ratings
Javascript API00 Ratings5.72 Ratings
iFrames00 Ratings1.01 Ratings
Java API00 Ratings5.92 Ratings
Themeable User Interface (UI)00 Ratings2.01 Ratings
Customizable Platform (Open Source)00 Ratings5.01 Ratings
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EntendoExcel4apps
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User Ratings
EntendoExcel4apps
Likelihood to Recommend
-
(0 ratings)
9.0
(4 ratings)
Usability
-
(0 ratings)
8.2
(3 ratings)
Support Rating
-
(0 ratings)
6.9
(3 ratings)
User Testimonials
EntendoExcel4apps
Likelihood to Recommend
Sozo Data Ltda
No answers on this topic
Excel4apps
We have to calculate most all Lab / Pilot / Proposals sizing and results. The automated calculations in [Excel4apps] is awesome, as once you are familiar with them, it is easy to quickly implement them when needed.
Randi Yeaman | TrustRadius Reviewer
Randi Yeaman
Inside Sales & Lab Manager
Read full review
Pros
Sozo Data Ltda
No answers on this topic
Excel4apps
  • Easy to install and maintain. After the initial installation, there is little involvement by the technical administrators.
  • Cloning production to a test environment does not require any additional setups unlike Oracle EBS which does.
  • Loading data and reporting on this data is handled via EXCEL spreadsheets which is the "language" of our financial users.
Verified User
Anonymous
Read full review
Cons
Sozo Data Ltda
No answers on this topic
Excel4apps
  • It is possible but difficult to retrieve data or set criteria from different module into a single report or retrieve. If it is more user friendly instead of having to create a complex formula to retrieve the data, this function will be utilized more often.
  • It will be nice to have visual (graphs, etc.) report template available
  • It is helpful if we can retrieve data for a range of date, instead of just YTD, PTD etc. and multi-year data all at once for comparison too.
Verified User
Anonymous
Read full review
Usability
Sozo Data Ltda
No answers on this topic
Excel4apps
I am not a power user of Excel. So I find Exel4apps a friendlier version of the things that I could do on Excel and making it easier with a magic wand.
MA
Maha Alam
Program Manager
Read full review
Support Rating
Sozo Data Ltda
No answers on this topic
Excel4apps
I have not needed support yet
Randi Yeaman | TrustRadius Reviewer
Randi Yeaman
Inside Sales & Lab Manager
Read full review
Alternatives Considered
Sozo Data Ltda
No answers on this topic
Excel4apps
Excel4apps is more user friendly and can retrieve data much easier and in a nicer format than Jaspersoft. Qlik Sense is useful and have more visual reporting and dashboard. However, it is usually used for higher level of analyses and review. Yardi is used for specific purpose, which is different than Excel4apps. Excel4apps can pull all the financial data from Oracle, including billing and collections.
Verified User
Anonymous
Read full review
Return on Investment
Sozo Data Ltda
No answers on this topic
Excel4apps
  • Increase team transparency
  • Increased reporting
MA
Maha Alam
Program Manager
Read full review
ScreenShots

Entendo Screenshots

Screenshot of Entendo's landing page, which introduces the product's core promise: Ask. We understand. Users type any business question in plain language and get the answer instantly — with charts, context, and reasoning — no SQL, no IT tickets, no waiting for the BI team.Screenshot of where users can upload a spreadsheet or CSV, connect their own SQL database (PostgreSQL, MySQL, SQL Server, Oracle), or sync tables from a cloud service like Google Sheets. File upload is the recommended path for first-time users who want to evaluate the product on their own data before connecting production systems.Screenshot of where Entendo connects directly to existing production databases — PostgreSQL, MySQL, SQL Server, and Oracle — using read-only credentials you control. The architecture is read-only by design with four layers of SQL sanitization, so the AI agents can never write, update, or delete data.Screenshot of the conversational interface, which delivers analysis as a complete answer. In this view, the AI is responding about a pessimistic scenario: a revenue line chart on top, headline KPIs in the middle (current revenue, scenario impact, variation percentage), and a comparative bar chart at the bottom. Everything is generated live from the connected database.Screenshot of the Business Analytics Agent responding to a real question: "show me an analysis of the actions being continuously taken to grow revenue by 30%." Instead of dumping a chart, the agent delivers a structured diagnosis — overall picture, central problem, root-cause hypothesis, and concrete actions — grounded in the user's own data.Screenshot of an AI generated chart that can be pinned to a dashboard with a click. This example shows a wholesale operations dashboard with four views: weekly sales by day, top products by unit, critical stock products, and inventory turnover ratio. Dashboards are shareable across the workspace, so the whole team sees the same numbers.