Legacy Analytics Environment Stabilization

Knowledge Delivery Services helps organizations improve the reliability, usability, and supportability of established analytics environments that remain central to daily operations.

  • Environment health checks and configuration review
  • Troubleshooting for server, desktop, and connectivity issues
  • Hotfix, authentication, access, and service validation support
  • Operational documentation and post-install validation

Platform Upgrade & Migration Readiness

Before major change, teams need a clear view of technical risk, application dependencies, platform health, and readiness gaps. We turn that uncertainty into a practical action plan.

  • Existing environment inventory and assessment
  • Upgrade readiness issue identification and remediation planning
  • Operating system, cloud, and server migration support
  • Dependency, authentication, and integration review

Legacy Analytics Application Modernization

Many legacy analytics platforms contain custom reports, scripts, batch processes, web applications, and decision-support workflows that need careful modernization rather than wholesale replacement.

  • Application, report, job, and script inventory
  • Modernization planning for older analytics workflows
  • Refactoring and conversion support for legacy logic
  • Documentation of business rules and technical dependencies

Analytics Platform Migration

We support the move from aging proprietary analytics platforms toward modern, open-source and cloud-ready ecosystems while preserving the trust users have in critical outputs.

  • Migration strategy and phased roadmap development
  • Workflow translation planning for open-source platforms
  • Cloud-ready architecture and data integration guidance
  • Change management, documentation, and adoption support

Validation & Business Continuity

Modernization succeeds only when stakeholders trust the new outputs. We help define, execute, and document validation so business continuity remains central throughout the process.

  • Legacy-to-modern output comparison planning
  • Acceptance criteria and validation documentation
  • Risk controls for regulated or sensitive environments
  • Post-migration support and knowledge transfer

Applied Analytics & Decision Support

Knowledge Delivery Services also supports applied analytics work where statistical reasoning, business interpretation, and technical implementation need to come together.

  • Statistical modeling and survey analysis
  • Customer, operational, and program analysis
  • Analytics training and technical advisory support
  • Decision-support reporting and documentation

Platform Experience

Legacy depth paired with modern migration direction

Engagements may involve established analytics platforms, SAS-based environments, server and cloud infrastructure, relational databases, statistical workflows, and modern open-source ecosystems such as Python, SQL, and cloud data platforms.

Legacy Analytics Platforms

SAS-based environments, reporting workflows, batch processing, stored processes, and platform administration.

Cloud & Infrastructure

AWS, Azure, Windows and Linux servers, authentication, hosting, migration planning, and operational support.

Modern Analytics Stack

Python, SQL, open-source analytics tools, cloud-ready workflows, and modern data platform integration.

Analysis & Validation

Statistical modeling, survey analysis, data quality checks, output comparison, and business-rule documentation.

Need a practical modernization path?

Let's discuss your current analytics environment, the risks you see, and the business workflows that need to keep running.

Request a Readiness Review