AI & Automation
Understand where artificial intelligence can create meaningful value, how to assess AI readiness, prepare data, introduce automation and implement intelligent capabilities responsibly.
Explore AI & Automation
SunSolv Insights
Practical thinking for better technology decisions.
Explore perspectives, guides and practical insights across technology strategy, artificial intelligence, cloud, digital transformation, software engineering and modern digital experiences.
SunSolv Insights is where we share practical thinking around solving real technology and operational challenges—helping business and technology leaders make clearer decisions and turn ideas into practical action.
AI opportunities are everywhere, but not every business problem requires artificial intelligence. A useful AI initiative starts by understanding the workflow, the people involved, available data, expected value, operational constraints and the consequences of an incorrect output.
This guide presents a practical framework organizations can use to decide whether AI, conventional automation or another technology approach is appropriate.

Topic Areas
Browse targeted perspectives, frameworks and guides across core areas of enterprise modernization and software engineering.
Understand where artificial intelligence can create meaningful value, how to assess AI readiness, prepare data, introduce automation and implement intelligent capabilities responsibly.
Explore AI & AutomationPractical guidance on cloud readiness, migration, architecture, security, resilience, performance and responsible cloud cost management.
Explore Cloud & InfrastructureExplore how organizations can modernize processes, applications and customer experiences without introducing unnecessary complexity or disruption.
Explore Digital TransformationPerspectives on application architecture, custom software development, API integration, modernization, scalability and maintainable engineering.
Explore Software EngineeringGuidance for organizations making important decisions about technology investments, architecture, platforms, modernization and digital priorities.
Explore Technology StrategyExplore approaches to building useful, accessible and high-performing websites, applications and digital customer experiences.
Explore Digital ExperienceTechnology perspectives for industries including education, healthcare and other sectors where digital systems can improve operational outcomes.
Explore Industry InsightsOur Perspective
Insight grounded in practical implementation.
Technology changes quickly. Business challenges are more nuanced.
SunSolv Insights focuses on the questions organizations encounter when deciding what to modernize, automate, migrate, build or improve.
Rather than discussing technology in isolation, we examine how technology choices affect operations, users, security, scalability, cost and long-term maintainability.
Our goal is simple: provide practical information that helps organizations ask better questions and make better technology decisions.
Problem-First Discovery
Select the challenge closest to your current organizational priorities to find relevant guidance, frameworks, and architectural considerations.
Evaluate whether deterministic rules-based automation, intelligent processing, or a hybrid approach best fits your task variability and volume.
Practical approaches to migrating, updating, or replacing aging applications while preserving operational continuity.
Frameworks for identifying practical AI use cases, assessing data readiness, and avoiding costly implementation missteps.
Structured assessments to determine application readiness, governance requirements, and migration paths before migrating.
Guidance on architecting, scoping, and engineering software tailored around the realities of your workflow.
Strategic thinking to prioritize digital investments, align architecture with commercial goals, and sequence execution.
Latest Perspectives
Cloud & InfrastructureBackups preserve historical data from loss or corruption, but disaster recovery restores running operations when infrastructure fails. Here is how to plan both effectively.
Industry InsightsAdministrative overhead drains healthcare staff and delays patient coordination. Here is how healthcare organizations can reduce administrative friction while maintaining safety, privacy and governance controls.
Industry InsightsIn professional services, unbilled hours and delayed invoices silently destroy firm profitability. Here is how to unify project delivery, expense tracking, and collections into a synchronized operational pipeline.
Industry InsightsWhen teachers re-create assessment questions every term, institutional knowledge is lost and evaluation consistency suffers. Here is how schools can architect a reusable digital question repository.
Digital ExperienceRedesigning a website based on aesthetic opinions rather than empirical journey data risks destroying conversion rates. Here is how to diagnose what is actually broken before writing code.
Digital TransformationWhen project delivery teams and billing departments operate in disconnected silos, invoices are delayed and revenue leaks through the cracks. Here is how to build a unified operational flow.
Have a technology challenge to solve?
Tell us what you are trying to build, improve, automate or understand. SunSolv can help you assess the opportunity and define a practical way forward.
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