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Entendo vs. Kyvos Semantic Layer

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Entendo

Kyvos Semantic Layer

23 Reviews and Ratings

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Entendo

    		N/A
    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

    Kyvos Semantic Layer

    Score9.5 out of 10
    		N/AKyvos is a semantic layer for AI and BI. It gives enterprises a single, consistent, business-friendly view of their data for trusted AI and BI with the goal of eliminating metric drift across BI tools, and grounding AI in governed semantic context for higher accuracy. Kyvos aims to deliver fast analytics at massive scale and high concurrency, including high-grain multidimensional analytics on the cloud, while reducing cloud spend.N/A
    Pricing
    EntendoKyvos Semantic Layer
    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
    EntendoKyvos Semantic Layer
    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
    EntendoKyvos Semantic Layer
    Considered Both Products
    Sozo Data Ltda
    No answer on this topic
    Kyvos Insights
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    100%
    Would buy again
    19 Answers
    Delivers good value for the price
    No answers on this topic
    100%
    Delivers good value for the price
    19 Answers
    Happy with the feature set
    No answers on this topic
    100%
    Happy with the feature set
    19 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    15 Answers
    Implementation went as expected
    No answers on this topic
    100%
    Implementation went as expected
    17 Answers
    Best Alternatives
    EntendoKyvos Semantic Layer
    Small Businesses
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    Medium-sized Companies
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    Enterprises
    Jaspersoft Community Edition
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    All AlternativesView all alternativesView all alternatives
    User Ratings
    EntendoKyvos Semantic Layer
    Likelihood to Recommend
    -
    (0 ratings)
    9.5
    (18 ratings)
    Usability
    -
    (0 ratings)
    8.6
    (16 ratings)
    User Testimonials
    EntendoKyvos Semantic Layer
    Likelihood to Recommend
    Sozo Data Ltda
    No answers on this topic
    Kyvos Insights
    Kyvos Insights has made it simple for us to work with all our customer data. Now, we get a clear picture of how we’re doing across locations and products, all thanks to its performant tech. It's the only tool that allowed us to explore five years of data and get answers quickly.
    Verified User
    Read full review
    Pros
    Sozo Data Ltda
    No answers on this topic
    Kyvos Insights
    • Easy to integrate with existing tech stack.
    • It is easy to make big complex queries and minimal processing time.
    • Good customer support and customization support from customer service team.
    Incentivized
    Verified User
    Read full review
    Cons
    Sozo Data Ltda
    No answers on this topic
    Kyvos Insights
    • We’re able to add more dimensions and measures to our reports without performance issues. Another great advantage of Kyvos Insights was the capability to migrate our workloads to GCP.
    Incentivized
    Ishwar Rathore
    Lead Software Engineer
    Read full review
    Usability
    Sozo Data Ltda
    No answers on this topic
    Kyvos Insights
    Kyvos has made a big difference by enabling fast data processing and interactive reporting. It has significantly reduced the time needed to gain insights and made it easier to expand our data operations without slowing down, greatly improving our efficiency.
    Varun Kumar
    Principle Architect
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    Alternatives Considered
    Sozo Data Ltda
    No answers on this topic
    Kyvos Insights
    to be honest we used all these platform along with Tableau. Its just each of them fulfil different use cases. Kyvos Insights is more about a platform to with with big data for investigations.
    Verified User
    Read full review
    Return on Investment
    Sozo Data Ltda
    No answers on this topic
    Kyvos Insights
    • We’d love more customization options to adapt the platform to our specific needs. The initial setup was also a bit tricky, but once done, it runs smoothly.
    Ranganath Prabhakaran
    Lead Software Engineer
    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.