Professional Services · South Florida

From fragmented operations to a unified data platform

SFM Services was running a growing professional services operation on disconnected spreadsheets and manual reporting cycles. Veritas Data designed and built a complete AWS data infrastructure — consolidating operational data, automating key workflows, and giving leadership real-time performance visibility for the first time.

Engagement Summary
IndustryProfessional Services
LocationSouth Florida
ServicesPlatform Architecture, AI Automation
CloudAWS
Key CapabilityETL Automation + LLM Integration

A growing business running on manual everything.

SFM Services had grown steadily — but the operational infrastructure hadn't kept pace. Critical business data lived in silos: project tracking in one spreadsheet, financial performance in another, client records in a CRM that didn't talk to anything else. Generating a performance report for leadership meant someone spending hours pulling numbers from multiple sources, reconciling discrepancies, and assembling a document that was already outdated by the time it was shared.

The cost wasn't just time — it was visibility. Without a reliable, current picture of operational performance, decisions were being made on lagged information. The business needed a foundation that could consolidate everything into one place and keep it current automatically.

The Challenges
  • Operational data fragmented across spreadsheets, CRM, and disconnected systems
  • Manual reporting cycles consuming significant staff time each week
  • No single source of truth for performance metrics
  • Leadership decisions made on lagged, manually assembled data
  • Repetitive operational workflows with no automation
What Was Needed
  • Unified data platform consolidating all operational systems
  • Automated ETL pipelines eliminating manual data pulls
  • Real-time executive dashboards with current performance metrics
  • AI-assisted workflows reducing overhead on repetitive tasks
  • Infrastructure owned and operated by the client independently

End-to-end data infrastructure on AWS.

We designed and deployed a complete cloud data platform — from raw data ingestion through executive reporting — built on AWS and integrated with SFM's existing systems. The platform was delivered in iterative sprints with working software at each stage.

☁️
AWS Cloud Infrastructure
Production-grade environment with S3, RDS, Lambda, and CloudWatch — security and monitoring configured from day one.
🔄
ETL Pipeline Automation
Automated data pipelines connecting all operational systems — eliminating manual exports and keeping the warehouse current without human intervention.
📊
Executive Dashboards
Real-time leadership dashboards showing operational KPIs, project status, and financial performance — updated automatically throughout the day.
🤖
AI-Assisted Workflows
LLM-powered automation for repetitive operational tasks — reducing manual overhead and freeing staff for higher-value work.
🔗
System Integrations
Connections to existing CRM, project management, and financial systems — no data migration required, everything flows automatically.
📋
Documentation & Handoff
Complete technical documentation and team training ensuring the platform runs independently with full operational ownership by the client.

Operational clarity. Automated.

0
Manual reporting cycles — fully automated pipeline
Real-time
Performance visibility vs. lagged weekly reports
1 platform
Single source of truth replacing fragmented data silos

SFM Services went from a manual, fragmented reporting process to a fully automated platform that delivers real-time operational intelligence to leadership. The AI-assisted workflows reduced overhead on repetitive operational tasks, and the unified data warehouse eliminated the reconciliation work that had consumed staff hours every week. The platform is fully owned and operated by SFM independently.

Still running your business on manual reports?

Schedule a 45-minute discovery call. We'll look at your current systems and show you what a unified data platform would unlock for your operations and leadership team.