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
AI & AutomationAI opportunities are everywhere, but not every business problem requires artificial intelligence. A useful initiative starts with the workflow, the data, and the cost of incorrect outputs.
AI & AutomationUnderstand the practical differences between conventional rules-based automation and artificial intelligence, where each approach excels, and how hybrid workflows can combine the strengths of both approaches for suitable enterprise workflows.
Cloud & InfrastructureA practical framework for evaluating application dependencies, data requirements, security boundaries, team skills, and cost models before migrating workloads to the cloud.
Digital TransformationA useful digital transformation roadmap connects business priorities with processes, technology, data, people and measurable outcomes. This guide explains how organizations can structure transformation initiatives without turning modernization into a collection of disconnected technology projects.
Software EngineeringSaaS can provide faster access to standardized capabilities, while custom software can support specialized workflows and greater control. The right decision depends on business fit, differentiation, integration, data, scale and long-term ownership.
Technology StrategyA technology roadmap should help an organization decide what to improve, replace, integrate, secure or build—and in what order. This guide explains a practical approach to turning business priorities into a realistic technology plan.
Digital ExperienceA strong digital experience helps users accomplish what they came to do with minimal friction. This guide explains how user needs, information architecture, content, interface design, performance, accessibility and trust work together.
Industry InsightsDigital assessment platforms can improve how institutions create, deliver, evaluate and review assessments. The greatest value comes from improving the complete assessment workflow rather than simply replacing paper with screens.
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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