ESTRATEGIA DIGITAL
BENTEL.MX

The future of business intelligence
is conversational

Transform business intelligence from manual reporting to automated, conversational insights.

Where dashboards build themselves — and analysis is as simple as asking a question.

Turn questions into dashboards. Instantly.

BENTEL.MX
DIGITAL STRATEGY

With cutting-edge AI technology and data engineering expertise, we transform raw data into intelligent, actionable insights.

Through automated pipelines, semantic modeling, and natural language interfaces — your business gains the power to understand not just what happened, but why it happened.

The Problem

Traditional BI is broken and bleeding money

Your team is stuck waiting days for simple answers while competitors move at AI speed.

Legacy BI platforms cost 6-7 figures annually, require specialized teams, and still can't answer "why?" — only "what happened."

Weeks to Get Answers

23 days avg.

Average 3-4 weeks from request to dashboard delivery

$150K+ Annual Waste

Per year

Enterprise BI licenses + data team salaries + infrastructure

Analyst Bottleneck

5-10 day queue

Every business question requires a data analyst ticket

Static & Outdated

24hr+ lag

Reports show yesterday's data, can't adapt to new questions

The result? $2M+ wasted over 3 years

On tools that still can't answer basic questions like "Why did sales drop in Q3?"

Meanwhile, your competitors are making data-driven decisions in seconds with conversational AI.

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The Solution

A conversational AI platform
that understands your business

Transform data into insights through natural conversation.
No SQL. No waiting. Just answers.

Enterprise Grade

Built with the
Best Technology Stack

Powered by the same tools used by top data and AI teams at leading companies.

Data Orchestration
Apache Airflow
dbt Core
AI & Machine Learning
AWS Bedrock
LangGraph
Claude Sonnet
Data Infrastructure
Clickhouse
Databricks
AWS S3
PostgreSQL
Redis
DevOps & Infrastructure
Docker
Kubernetes
Terraform
Best Choice

AI-Powered
Analytics

Bedrock AI agents understand context and generate insights automatically.

Natural Language Queries
Instant Visualizations
Root Cause Analysis
Conversational UI
4.8

Average user satisfaction

Ask Anything

"Show me sales trends by region"

Instant Response

Dashboard generated in <2 seconds

Smart Context

Understands business logic, not just raw numbers.

Lightning Fast

Sub-second query performance at scale.

Auto-Generate

Creates visualizations and insights automatically.

Try It Live

Just Ask. Get Answers.

Transform complex data into insights through natural conversation. No SQL, no dashboards to build — just ask questions in plain English and get instant answers with visualizations.

Natural Language Queries

Ask questions like you would to a colleague — no technical jargon required.

Instant Visualizations

Get charts, graphs, and insights automatically generated from your data.

Trend Analysis

Automatically detect patterns, anomalies, and trends in your data.

Contextual Intelligence

AI understands your business context and provides relevant explanations.

AI Copilot

Your Business Intelligence Assistant

How is cybersecurity compliance?

The cybersecurity analysis shows an improvement trend in the last 6 months. Here's the compliance evolution:

JanFebMarAprMayJun0255075
Trend:+20% in 6 months
Try Live Demo

No credit card required • Start asking questions instantly

How It Works

Our platform connects, understands, and visualizes your data automatically

Four powerful steps to transform your raw data into actionable intelligence

Connect

We orchestrate your data inside AWS with Airflow — fast, secure, and fully automated.

01

Understand

Bedrock powers AI agents that analyze patterns, find correlations, and generate insights.

02

Visualize

Just ask. The platform creates dashboards, charts, and stories instantly — no SQL, no waiting.

03

Stay Secure

Everything runs natively in AWS, keeping your data private, compliant, and under your control.

04

Lets anyone turn questions into dashboards — instantly

Strategic Plan

Development Roadmap

8-week strategic journey through data intelligence and AI orchestration

01PHASE 1Week 1-2

Data Ingestion & Structuring

Focus solely on analytical data ingestion within AWS infrastructure. Implement robust ETL/ELT pipelines using Amazon RDS, S3, and Airflow to orchestrate workflows. Ensure the entire system remains securely within AWS.

02PHASE 2Week 3-4

Semantic Modeling & Query Engine

Design semantic layers and aggregation models to support large-scale analysis (20M+ rows). Use Amazon Redshift or ClickHouse on AWS for sub-second query performance and materialized views.

03PHASE 3Week 5-6

AI Orchestration (Bedrock)

Deploy a multi-agent system orchestrated through Amazon Bedrock. Agents autonomously handle data understanding, SQL generation, correlation detection, and generative explanations — all securely within AWS.

04PHASE 4Week 7-8

Generative Insights & Visualization

Use generative AI to create narratives and visualizations from analytical queries. Build an intuitive Copilot UI with natural language prompts to create dynamic dashboards, delivering real-time charts, correlations, and explanations instantly.

End of Roadmap
Enterprise Capacity

Enterprise-Scale Platform

Robust infrastructure designed to handle large-scale operations with exceptional performance

Massive Storage

0
Plan Assessments

Store up to 5,000 plan assessments with all information structured and ready for analysis

Image Management

0
Photos/Year

Capacity to store and process up to 200,000 annual photographs.

AI Analysis

0+
Analyses

Perform hundreds of simultaneous analyses with artificial intelligence for instant insights

Included Technical Features

Automatic scalability based on demand

Automatic backup and data recovery

Distributed processing for maximum performance

Enterprise-level security with encryption

RESTful API for custom integrations

Real-time dashboards for monitoring

Business Intelligence IA

Transform business intelligence from manual reporting to automated, conversational insights. Where dashboards build themselves — and analysis is as simple as asking a question.

INVESTMENT

$547,400.0
MXN / Infrastructure and AI Cost included

Complete platform development with all infrastructure and AI capabilities included

IMPLEMENTATION TIME

8 weeks
Strategic development phases

Structured in 4 phases of 2 weeks each for systematic delivery and validation

SUPPORT AND MAINTENANCE

$100,000
MXN / yearly

30-hour package for ongoing support, tickets, and maintenance. No new features are included

Get In Touch

Ready to Transform Your Analytics?

Contact us today to discuss how our AI-powered platform can revolutionize your business intelligence operations.