Our Latest Perspectives

ai development cost
Blog
In 2026, enterprises are at the verge of a critical challenge: balancing the competitive imperative to adopt custom AI with unpredictable software development costs ranging from $50,000 to over $2…
January 29, 2026
Posted by Kellton
AI agents for manufacturing
Blog
The manufacturing floor has always been a symphony of precision, but for decades, the conductor has been a human operator, reacting to alarms, tweaking dials, and troubleshooting breakdowns.  Even…
January 28, 2026
Posted by Kellton
AI technology stack
Blog
Most organizations face a critical decision point in 2026. AI adoption has jumped to 72 percent according to McKinsey's 2024 survey, up from approximately 50 percent over the past six years. This…
January 15, 2026
Posted by Kellton
Agentic Orchestration
Blog
Many enterprise leaders are struggling with a critical inflection point in 2025. While 89% of CIOs identify agent-based AI as a strategic priority, over 40% of agentic AI projects are expected to…
December 18, 2025
Posted by Kellton
Agentic AI trends
Blog
Companies are on the verge of a critical challenge in 2026: transitioning from AI experimentation to operational transformation. While global spending on AI systems is expected to reach $300 billion…
December 17, 2025
Posted by Kellton