Tampa, Florida - Data Analytics & Business Intelligence

Data Analytics & Business Intelligence for businesses in Tampa, Florida.

We unify ERP, WMS, and commerce data into a single governed source of truth -- real-time dashboards, operational KPIs, and reporting your team can run without IT. Tampa Bay's manufacturing identity is anchored by Jabil — one of the world's largest contract electronics manufacturers — with global operations run from its St. Petersburg headquarters. Honeywell Aerospace's Tampa turbine facility, Bausch + Lomb's contact lens manufacturing in Tampa, and a growing medical device cluster around the USF Health corridor create a multi-industry manufacturing base that spans defense electronics, healthcare, and food processing. MacDill Air Force Base adds significant defense contracting demand that ripples through the local supplier community.

$24B
Manufacturing Output
1,800+
Manufacturing Firms
58K+
Manufacturing Jobs
Data Analytics & Business Intelligence In Tampa

Tampa Bay's manufacturing growth is being driven by climate migration — manufacturers relocating from higher-cost states bring their systems, their cultures, and their legacy ERP debt, creating a fragmented digital landscape that mirrors every state they came from.

What We Deliver In Tampa

Data Analytics & Business Intelligence scope of work.

1

Data Warehouse & Integration

Centralize data from ERP, WMS, CRM, MES, and shop-floor systems into a cloud data warehouse. Automated ETL pipelines keep data fresh and consistent.

2

Executive Dashboards

Real-time dashboards for revenue, margin, inventory turns, on-time delivery, and production throughput. Accessible on any device, updated automatically.

3

Production Analytics

OEE tracking, cycle time analysis, scrap rate monitoring, and production scheduling optimization. Identify bottlenecks and capacity constraints in real time.

4

Demand Forecasting

Machine learning models trained on your historical data to forecast demand by product, customer, and channel. Reduce stockouts and overstock simultaneously.

5

Inventory Optimization

Analytics-driven safety stock calculations, reorder points, and ABC classification. Reduce carrying costs while maintaining service levels.

6

Self-Service Reporting

Empower your team to build their own reports and explore data without IT involvement. Governed data models ensure consistency across all reports.

How It Works

Our Data Analytics & Business Intelligence process in Tampa.

1

Data Audit

Inventory all data sources, assess quality, and map relationships. Identify gaps and define the metrics that matter most to your operation.

2

Architecture & ETL

Design the data warehouse schema and build automated data pipelines. Cloud-based with incremental refresh for near-real-time analytics.

3

Dashboard Development

Build executive and operational dashboards in Power BI, Tableau, or Looker. Iterative design with stakeholder feedback at every round.

4

Advanced Analytics

Deploy forecasting models, anomaly detection, and optimization algorithms. Validate predictions against historical data before production use.

5

Training & Handoff

Train your team on dashboards, self-service reporting, and data interpretation. Full documentation and ongoing support.

Tampa Industries Served

Data Analytics & Business Intelligence for Tampa businesses

Medical Devices

Data Analytics & Business Intelligence for Tampa medical devices operations - configured around local workflows, data ownership, and implementation governance.

Electronics

Data Analytics & Business Intelligence for Tampa electronics operations - configured around local workflows, data ownership, and implementation governance.

Food & Beverage

Data Analytics & Business Intelligence for Tampa food & beverage operations - configured around local workflows, data ownership, and implementation governance.

Aerospace & Defense

Data Analytics & Business Intelligence for Tampa aerospace & defense operations - configured around local workflows, data ownership, and implementation governance.

Financial Services

Data Analytics & Business Intelligence for Tampa financial services operations - configured around local workflows, data ownership, and implementation governance.

Healthcare Operations

Data Analytics & Business Intelligence for Tampa healthcare operations operations - configured around local workflows, data ownership, and implementation governance.

FAQ

Data Analytics & Business Intelligence in Tampa FAQ

What BI tools do you work with?

Power BI, Tableau, Looker, and custom-built dashboards. We recommend based on your existing Microsoft/Google ecosystem, team size, and budget. Power BI is the most common choice for manufacturers already on Microsoft.

How long until we see dashboards?

First executive dashboards are typically live within 4-6 weeks. Advanced analytics and forecasting models follow in the 2-3 month range. We deliver value incrementally, not all at once at the end.

Can you work with our existing data warehouse?

Yes. If you already have a data warehouse or data lake, we can build on top of it. If not, we\u2019ll set one up -- typically Snowflake, BigQuery, or Azure Synapse depending on your stack.

What about data quality issues?

Data quality is addressed as part of the ETL pipeline -- deduplication, standardization, validation rules, and exception reporting. We don\u2019t just move bad data faster; we clean it on the way in.

AI, AWS, data, and operations In Tampa
AI, AWS, data, and operations

AI Agents & Agentic Platforms

Most manufacturers are still running workflows that require a person to touch every exception, every order, every routing decision. AI agents eliminate that bottleneck — not by replacing your people, but by handling the work that was always below their pay grade.

AI, AWS, data, and operations

AI Demand Forecasting

Most manufacturers forecast demand with spreadsheets, gut feel, and last year's numbers adjusted by 5%. ML models trained on your actual order history, seasonality patterns, and market signals replace guesswork with predictions your planning team can act on.

AI, AWS, data, and operations

AI Predictive Maintenance

Odoo Maintenance captures work orders, failure reasons, repair times, and equipment history. We build AI models on top of that data to identify failure patterns and recommend maintenance windows before breakdowns occur — no new hardware, no IoT infrastructure required.

AI, AWS, data, and operations

AI Quality Analytics

Odoo Quality captures inspection results, non-conformances, scrap reasons, and lot traceability across every production order. We build AI models on top of that data to surface defect patterns, predict quality risk, and trigger alerts before scrap accumulates — no cameras, no hardware.

AI, AWS, data, and operations

AI Pricing Optimization

Most manufacturers price by cost-plus formula or by whatever the sales rep negotiated last time. AI pricing models factor in material costs, competitive positioning, customer segment, order size, inventory position, and market conditions — governed by business rules so every price stays within approved boundaries.

AI, AWS, data, and operations

Intelligent Order Routing

When an order hits your system, someone decides which warehouse ships it — usually based on habit, proximity, or whoever answered the phone. AI order routing makes that decision in real time, optimizing across inventory availability, shipping cost, delivery speed, and warehouse workload.

AI, AWS, data, and operations

AI Document Intelligence

Manufacturers still process thousands of POs, invoices, RFQs, spec sheets, and BOLs manually — reading PDFs, retyping data into the ERP, and fixing the errors that come with it. Document intelligence extracts structured data from unstructured documents automatically, with validation rules that catch errors before they enter your systems.

AI, AWS, data, and operations

Real-Time Inventory Visibility

Your dealers call or email to check stock before placing orders because they can't see what's available. We give them live ATP visibility across all your warehouses — available, allocated, in-transit, and expected replenishment dates — straight from your ERP and WMS.

AI, AWS, data, and operations

AWS Hosting & Infrastructure

We govern cloud migration in phases — every dependency mapped, every workload sequenced, every cutover window defined. Zero-downtime migration for manufacturers who can't afford an outage.

AI, AWS, data, and operations

AI & Machine Learning

Most manufacturing AI projects die in the pilot phase. We deploy AI that integrates into your actual workflows -- demand forecasting, predictive maintenance, pricing optimization, and intelligent routing -- governed by operational data contracts.

AI, AWS, data, and operations

Demand Forecasting Analytics

Your demand planning process runs on last year\u2019s sales adjusted by a gut-feel percentage. ML models trained on your actual order history, seasonal patterns, and market signals produce forecasts that are measurably more accurate \u2014 and they improve automatically as more data accumulates.

AI, AWS, data, and operations

API Layer Development

Your legacy system holds critical data that modern applications need -- but it has no APIs, no webhooks, and no modern integration points. We build a REST/GraphQL API layer on top of your legacy system so new applications can access data without touching the core.

Back to Tampa services overviewAll Florida cities
Nearby Coverage
Daytona BeachCentral East FloridaFort LauderdaleBroward CountyFort MyersSouthwest FloridaJacksonvilleFirst CoastMiamiGreater MiamiOrlandoCentral FloridaPensacolaNorthwest FloridaSarasotaSouthwest Florida
Start With The Operating System

See how data analytics & business intelligence fits your Tampa operation.

Metrotechs starts with the operating questions: which records are trusted, which workflows are manual, which systems own each decision, and where AI can safely improve throughput.

Talk To Metrotechs