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Analista de datos con IA

Respuestas fiables a partir de tus propios datos, no de una caja negra. Basedash valida cada consulta contra tu esquema, aplica métricas compartidas y respeta tus permisos, con una precisión en la que toda tu empresa puede confiar.

Prueba de 14 días. Sin tarjeta de crédito.

Chat/Trial-to-paid by signup source···
Which signup sources convert trials to paid most efficiently this quarter? Compare weekly conversion rates across the top three channels.
26 steps

Referral trials convert at 24.7% this quarter — the highest of any source and up 15% from last quarter. Organic search has been climbing steadily and now sits at 18.4%, while paid ads has slipped to 9.2% as new spend chases lower-intent traffic.

The widening gap between referral and paid suggests the team should rebalance acquisition spend toward referral incentives heading into Q3.

Trial-to-paid conversion by signup source

24.7%+15%(21.5%)
Referral
18.4%+14%(16.1%)
Organic
9.2%-13%(10.6%)
Paid ads
0%10%20%30%FebMarApr
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Prompts

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MarketingWhat should be on a performance dashboard for our account managers?SalesWhich opportunities are stuck beyond the expected stage duration?MarketingAre we seeing a drop in lead volume year over year? Which months and segments are down?Data & AnalyticsPull IDs or names for items matching a keyword across connected sources.ProductShow onboarding conversion rate compared to last month.ProductAre there any features we added recently that increased engagement?Data & AnalyticsHow many records/jobs/tasks were created or submitted in a given timeframe?SalesList all workspaces with an upcoming renewal in the next month.MarketingList Google Ads campaigns and show CPC trends for each.Data & AnalyticsIdentify top entities (e.g., products, practices, segments) by net earnings or volume.ProductWhich cohorts have the highest week-8 retention?EngineeringShow recent error logs and users impacted in the last week.OperationsWhich tickets are trending by category and time to resolution?SalesWhat should a sales-facing dashboard include for quick qualification and follow-up?EngineeringWhat are the most common errors this month, and what endpoints are causing them?ProductIdentify the magic moment that predicts long-term engagement.EngineeringFetch IDs created in a given month for a specific provider or integration.SalesWhich accounts are a churn risk?Data & AnalyticsBreak down counts by type (categories, forms, service items) and show percentages.MarketingWhich geographies are performing best this quarter by pipeline and closed-won?MarketingWhich campaigns or channels drove the most leads and conversions this month?EngineeringWhich SDK versions or app versions are most error-prone?OperationsWhich customers are running into more bugs recently?MarketingWhat is our CAC?EngineeringWhich services or endpoints have the highest error rates this week?MarketingWhat should be on a performance dashboard for our account managers?SalesWhich opportunities are stuck beyond the expected stage duration?MarketingAre we seeing a drop in lead volume year over year? Which months and segments are down?Data & AnalyticsPull IDs or names for items matching a keyword across connected sources.ProductShow onboarding conversion rate compared to last month.ProductAre there any features we added recently that increased engagement?Data & AnalyticsHow many records/jobs/tasks were created or submitted in a given timeframe?SalesList all workspaces with an upcoming renewal in the next month.MarketingList Google Ads campaigns and show CPC trends for each.Data & AnalyticsIdentify top entities (e.g., products, practices, segments) by net earnings or volume.ProductWhich cohorts have the highest week-8 retention?EngineeringShow recent error logs and users impacted in the last week.OperationsWhich tickets are trending by category and time to resolution?SalesWhat should a sales-facing dashboard include for quick qualification and follow-up?EngineeringWhat are the most common errors this month, and what endpoints are causing them?ProductIdentify the magic moment that predicts long-term engagement.EngineeringFetch IDs created in a given month for a specific provider or integration.SalesWhich accounts are a churn risk?Data & AnalyticsBreak down counts by type (categories, forms, service items) and show percentages.MarketingWhich geographies are performing best this quarter by pipeline and closed-won?MarketingWhich campaigns or channels drove the most leads and conversions this month?EngineeringWhich SDK versions or app versions are most error-prone?OperationsWhich customers are running into more bugs recently?MarketingWhat is our CAC?EngineeringWhich services or endpoints have the highest error rates this week?
MarketingShow campaigns with delivery errors that still spent in the last 24 hours.MarketingWhat is our blended cost per lead and cost per acquisition by channel?ProductDid anything else spike when a specific feature usage increased?Data & AnalyticsTrend key KPIs over time and flag abnormal spikes.ProductShow retention by cohort and first-usage month.OperationsSurface users who recently hit errors or experienced slow response times.Data & AnalyticsShow me revenue and subscription growth.OperationsFilter paid organizations and show their current usage details.OperationsShow customers with at least two visits or repeat usage in the last month.SalesWho are the most engaged accounts in the last 14 days?ProductWhat is our WAU/MAU and how is it trending?MarketingWhich categories or segments contributed the most revenue or transactions?SalesWhat accounts had the largest expansions this quarter?MarketingHow many deals or opportunities are in our current campaign from a specific region?EngineeringMake table links open detailed views in our admin tool.Data & AnalyticsBuild a quick-start KPI dashboard with filters and best-practice layout.SalesWhich accounts are likely to expand based on recent product activity?EngineeringHow many auth configs or connected accounts exist for provider X?EngineeringFind domains or metadata for a list of organizations from builder records.SalesWhich organizations that have not converted to paid are the most active?ProductWhich features correlate most with conversion to paid?OperationsGive me a table of all new users with their signup source/medium.OperationsWhich customers have open issues tied to performance or reliability?SalesHow many leads are currently close to closing?ProductWhich product areas are slowing users down (timeouts, latency, error-prone steps)?MarketingShow campaigns with delivery errors that still spent in the last 24 hours.MarketingWhat is our blended cost per lead and cost per acquisition by channel?ProductDid anything else spike when a specific feature usage increased?Data & AnalyticsTrend key KPIs over time and flag abnormal spikes.ProductShow retention by cohort and first-usage month.OperationsSurface users who recently hit errors or experienced slow response times.Data & AnalyticsShow me revenue and subscription growth.OperationsFilter paid organizations and show their current usage details.OperationsShow customers with at least two visits or repeat usage in the last month.SalesWho are the most engaged accounts in the last 14 days?ProductWhat is our WAU/MAU and how is it trending?MarketingWhich categories or segments contributed the most revenue or transactions?SalesWhat accounts had the largest expansions this quarter?MarketingHow many deals or opportunities are in our current campaign from a specific region?EngineeringMake table links open detailed views in our admin tool.Data & AnalyticsBuild a quick-start KPI dashboard with filters and best-practice layout.SalesWhich accounts are likely to expand based on recent product activity?EngineeringHow many auth configs or connected accounts exist for provider X?EngineeringFind domains or metadata for a list of organizations from builder records.SalesWhich organizations that have not converted to paid are the most active?ProductWhich features correlate most with conversion to paid?OperationsGive me a table of all new users with their signup source/medium.OperationsWhich customers have open issues tied to performance or reliability?SalesHow many leads are currently close to closing?ProductWhich product areas are slowing users down (timeouts, latency, error-prone steps)?
Cómo funciona

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01Ask

02Validate

03Answer

En lenguaje cotidiano.

Describe una tendencia, una anomalía o un desglose de KPI como se lo pedirías a un colega.

"Which cohorts are most likely to churn this month?"

SQL anclado al esquema.

Basedash planifica la consulta, revisa tu esquema y resuelve errores antes de ejecutarla.

SELECT cohort, churn_rate

FROM retention -- schema ✓

Un resultado de confianza.

Obtienes la métrica, el gráfico y una siguiente acción recomendada, todo en una sola respuesta.

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#revenue·24
M
Max9:42 AM

@Basedashhow's our revenue trending this month so far?

BasedashAPP9:43 AM

Revenue is pacing 18% ahead of last month — $412K MTD vs $349K at this point in May. Most of the lift comes from three enterprise deals that closed last week.

Revenue — June MTD

+18.2%
Open in Basedash
📈4🔥2

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También automatizaciones e insights

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30×

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99%

Resolución SQL

de las consultas autocorregidas y validadas antes de ejecutarse.

20×

Puesta en marcha más rápida

que construir flujos MCP a medida desde cero.

Lo pusimos a prueba. En BI Bench, nuestro benchmark público de agentes analistas de IA sobre bases de datos reales y complejas, Basedash es el más preciso de todas las herramientas evaluadas.

FAQ del analista de datos con IA

¿Qué es un analista de datos con IA?

Un analista de datos con IA es un software que entiende tus datos de negocio y responde preguntas sobre ellos en lenguaje cotidiano. En vez de escribir SQL o crear paneles manualmente, describes lo que quieres saber y la IA se encarga de consultar tus datos y presentar la respuesta. Basedash está diseñado justo para esto: se conecta a tus bases de datos y warehouses, genera consultas validadas y devuelve resultados fiables.

¿En qué se diferencia un analista de datos con IA de ChatGPT u otras herramientas de IA generales?

Las herramientas de IA generales no tienen acceso a tus datos reales, así que solo pueden adivinar o trabajar con lo que les pegues. Basedash se conecta directamente a tus bases de datos y warehouses, entiende tu esquema y genera consultas SQL reales sobre tus datos en vivo. También valida las consultas antes de ejecutarlas y reintenta cuando algo falla, lo que reduce mucho los errores y las alucinaciones.

¿Necesito saber SQL para usar Basedash?

No. Basedash está diseñado para que cualquiera en tu equipo — producto, marketing, ventas, finanzas, operaciones — pueda hacer preguntas en lenguaje cotidiano. La IA se encarga de generar, validar y ejecutar el SQL por detrás. Si sabes SQL, siempre puedes ver y editar las consultas generadas.

¿Qué fuentes de datos puedo conectar?

Basedash admite conexiones directas a PostgreSQL, MySQL, SQL Server y otras bases de datos importantes, además de warehouses como BigQuery, Snowflake y Redshift. También puedes usar Fivetran a través de Basedash para sincronizar herramientas SaaS como Stripe, HubSpot y Salesforce en un warehouse gestionado.

¿Puedo crear gráficos y paneles a partir de las respuestas?

Sí. Cuando haces una pregunta, Basedash puede devolver la respuesta como gráfico, tabla o resumen. Puedes iterar con prompts de seguimiento para ajustar la visualización, cambiar filtros o rangos de tiempo, y luego guardar el resultado directamente en un panel.

¿Cómo mantiene Basedash la precisión de las respuestas?

Basedash ancla cada respuesta a tu esquema y tus datos reales. Valida el SQL generado antes de ejecutarlo, reintenta y corrige errores automáticamente, y usa definiciones de métricas compartidas para que las respuestas sean consistentes en todo el equipo. Esto es fundamentalmente distinto de las herramientas de IA generales, que no tienen forma de verificar lo que producen. En BI Bench, nuestro benchmark público de agentes analistas de IA frente a una base de datos real con un esquema complejo, Basedash ocupa el primer puesto en precisión.

¿Puedo usar el analista de datos con IA en Slack?

Sí. Basedash está disponible en el Slack Marketplace oficial. Menciona a @Basedash en cualquier canal o DM, haz tu pregunta en lenguaje cotidiano, y el agente consulta tus fuentes de datos conectadas y responde en el hilo con una respuesta escrita y una imagen de gráfico incrustada. Los seguimientos mantienen el contexto, las automatizaciones e insights pueden publicar en tus canales, y la seguridad a nivel de fila se aplica según quién pregunta.

Podemos ayudarte a migrar tus datos y dashboards desde cualquier otra herramienta.