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Data & Analytics Practice

Your Data. Ready to Work.

Most enterprises sit on data they can't use. We build the foundation that makes analytics, AI, and automation actually work.

ISO 9001ISO 27001CMMI Level 5Inc. 5000
Analysts reviewing data visualizations and dashboards
Map Govern Use
Data, ready for AI
Pipelines healthy312 sources · governed · audit-ready

Organizations run on Excel or even enterprise systems. But the real business logic lives in hundreds or thousands of spreadsheets scattered across departments.

The daily reality:
  • Risk teams lose days manually reviewing Excel.
  • Finance spends weeks consolidating budgets.
  • Business-critical logic lives in formulas few understand.
  • Version control = "Budget_Final_Final_REAL_Final_V2.xlsx."
Real Example. A major transportation authority we worked with had hundreds of executives spending countless hours each week reviewing risk assessments spread across disconnected Excel files. They wanted AI-powered risk intelligence. They needed Scadea's solution.
Our Solution

Make Excel Enterprise Ready

We transform your scattered spreadsheets into one secure, governed data source. Your teams continue using Excel exactly as before, with no retraining or workflow disruption.

The benefits? Full audit trails, real-time collaboration, and enterprise-grade security, all invisible to your users.

We get you there in weeks.
Talk to Our Data Team
The Reality Gap

The Data & AI Reality Gap

These numbers tell the story. The gap between where most enterprises are and where they need to be isn't a technology problem. It's a data problem.

70%
of enterprises operate with siloed data that prevents unified decision-making.
3 / 4
executives admit their data quality blocks AI implementation.
1 in 5
companies can actually access and use their existing data effectively.
<1%
of medium-sized enterprises can sustain operations long enough to rebuild foundations.
90%
of AI initiatives fail not from bad AI, but from bad data.
35%
of companies will lose significant market share to AI-enabled competitors.

Ready to close the gap?

A short, scoped readiness assessment maps where your data lives today and the lift required to make it AI-ready.

Take a Quick Data Readiness Assessment
Our Capabilities

Enterprise Data & Analytics Services

Six domains. One goal: data your teams can actually trust.

01 · Foundation

Data Strategy & Architecture

You need a plan before you build anything. We assess where your data lives, map where it needs to go, and design the architecture that gets it there. We build data roadmaps specifically for medium-to-large enterprises, sized to your budget and maturity level.

Explore Data Strategy
Data maturity assessment, target-state architecture design, cloud-readiness planning, data lake and lakehouse patterns, metadata management strategy, enterprise data roadmap development.
02 · Movement

Data Engineering & Pipelines

Reports mean nothing when the data behind them is stale, incomplete, or wrong. We build the infrastructure that moves data from source to decision, on time and intact. That includes cloud-based data modeling, research-grade data exploration, and production-ready pipelines.

Explore Data Engineering
ETL/ELT pipeline development, real-time streaming, batch orchestration, data lake construction, schema management, DataOps practices for continuous delivery, cloud-based data modeling, data research and exploration.
03 · Insight

Analytics & Business Intelligence

Dashboards everyone ignores aren't analytics. We build reporting and predictive models that answer the questions your leadership actually asks.

Explore Analytics & BI
Predictive analytics, performance dashboards, visualization (Power BI, Tableau, KNIME), KPI frameworks, trend analysis, anomaly detection, forecasting models.
04 · Connection

Data Integration (iPaaS)

Your CRM doesn't talk to your ERP. Your ERP doesn't talk to your data warehouse. We connect systems at scale so data flows without manual handoffs.

Explore Data Integration
Integration Platform as a Service (iPaaS), MuleSoft implementation, API management, event-driven and batch integration patterns, middleware architecture, legacy system connectors.
05 · Trust

Data Governance & Quality

Regulated industries need to know who accessed what, when, and why. We build classification, lineage, and permission models that satisfy auditors and protect your business.

Explore Data Governance
Data classification frameworks, lineage and provenance tracking, role-based access controls, audit trail implementation, data quality scoring, policy enforcement automation, regulatory mapping (SOX, HIPAA, Basel III).
06 · Scale

Cloud Data Solutions

Moving to the cloud or optimizing what's already there? We handle migration, modernization, and managed infrastructure across AWS, Azure, and GCP.

Explore Cloud Data
Cloud migration strategy (lift-and-shift, re-platform, re-architect), multi-cloud governance, managed data infrastructure, cost optimization, cloud-native data services, disaster recovery planning.
Data by Industry

Data Solutions by Industry

Every industry generates data. Few use it well. Our data solutions transfer across verticals. The architecture patterns we build for banking risk apply to healthcare compliance. The pipeline work we do in manufacturing scales to hospitality operations.

Banking, Financial Services & Insurance

Risk data aggregation across business lines. Regulatory reporting automation for Basel III, CECL, and SOX. Credit analytics and AML monitoring that cut false positives by up to 50%. KYC validation, claims triage, and covenant monitoring data pipelines.

Healthcare

PHI governance that meets HIPAA requirements from day one. Clinical data integration across EHR systems. Permission-aware access so the right people see the right records.

Manufacturing & Connected Industries

Supply chain data pipelines that surface bottlenecks before they hit production. IoT data ingestion at scale across plants, utilities, and field equipment. Quality analytics tied to real-time sensor data.

Transportation & Mobility

Fleet telemetry and route data unified across systems. Real-time tracking, predictive maintenance, and load optimization data pipelines. EV and autonomous fleet data integration. Compliance reporting for hours-of-service and freight regulations.

Technology Partners

Built on platforms enterprises already trust.

Engagement Models

Your Path to Data & AI Transformation. Choose How We Partner.

Advisory Services
We help you figure out the right path forward and what steps to take next.

We assess your data readiness and create practical roadmaps from data chaos to governed, AI-ready infrastructure. Our advisors understand the real challenges medium to large enterprises face, and they build transformation plans that actually get followed.

People Solutions
We bring you professionals with the specific skills and experience to get your projects moving.

Our global network of data engineers, analytics specialists, and integration experts plug directly into your teams. From data architecture to iPaaS implementation, our consultants deliver. 300+ people across 8 countries, all Scadea employees.

Implementation Services
We take ownership of your technical projects, whether it's saving one that's off track or running your sprints and teams.

Our dedicated pods and sprint teams own your technical delivery start to finish. Whether rescuing a stalled initiative or leading a new build, we bring enterprise experience and stay until the system ships.

Ready to Accelerate Your Data Journey?

Book time with our team.

Social Proof

Built on a Team Your Auditors Will Take Seriously.

300+
Globally distributed consultants in the Scadea practice.
8
Countries with delivery teams operating in your time zone.
20+
Years building data and workflow systems for regulated industries.
ISO 9001 ISO 27001 CMMI Level 5 ★ Inc. 5000

"Scadea didn't just deliver. They became part of our team."

Global Healthcare Provider

Start With a Data Readiness Assessment

Find out where your data stands and what it takes to get it ready.

FAQ's

Need answers? Find them here.

A data readiness assessment maps where your data lives, how it's structured, who accesses it, and what gaps exist. You get a clear picture of what needs to happen before your data can support AI, analytics, or automation. Most assessments take two to four weeks.

Scope determines timeline. A focused assessment runs two to four weeks. A full data strategy with architecture design and roadmap typically takes six to twelve weeks. We scope every engagement to your situation, not a generic template.

Banking, Financial Services & Insurance; Healthcare; Hospitality; Manufacturing & Connected Industries; and Transportation & Mobility. Each has distinct data challenges. BFSI needs regulatory compliance and audit trails. Healthcare needs PHI governance. We build for those specific requirements.

AI models need data they can trust. Governance ensures your data is classified, access-controlled, and traceable. Without it, AI outputs are unreliable and potentially non-compliant. For regulated industries, governance isn't optional. It's the prerequisite.

iPaaS (Integration Platform as a Service) connects your systems so data flows between them automatically. Instead of point-to-point connections that break at scale, iPaaS provides a managed layer that handles routing, transformation, and monitoring. It matters most when you have more than a handful of systems that need to share data.

Yes. That's exactly what our Spreadsheet Prison solution addresses. We convert your scattered Excel files into a secure, governed data source while your teams keep working in Excel. No retraining. No workflow disruption. Full audit trails and version control added behind the scenes.