How Enterprise Architects can get more support for technology led innovation
Enterprise Architects are increasingly vital as guides for technology-led innovation, but they often struggle with obstacles like siloed teams, misaligned priorities, outdated governance, and unclear strategic value. The blog outlines six core challenges—stakeholder engagement, tool selection, IT-business integration, security compliance, operational balance, and sustaining innovation—and offers a proactive roadmap: embrace a “fail fast, learn fast” mindset; align product roadmaps with enterprise architecture; build shared, modular platforms; and adopt agile governance supported by orchestration tooling.
Team Calibo, June 18, 2025
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From AI Pilots to AI Products: Why So Many AI Pilots Stall
Most AI pilots “work”… until they have to work with everything else. The model looks great in a notebook; then it collides with data quality, access controls, identity, environments, approvals, SLAs, and somebody’s quarter-end release freeze. This is the POC graveyard: where clever prototypes go to wait for a platform that never arrives, or for…
Fast-tracking data initiatives from prototype to production – Part 1
Summary This blog will go through four core solutions for scalable innovation. Most data and AI pilots end up in the “POC graveyard,” never scaling to production or delivering ROI. The problem isn’t the technology—it’s the lack of strategy, data readiness, ownership, and focus. Common pitfalls include unclear success metrics, poor-quality data, scattered pilots, and…
Implementing cloud guardrails without slowing down delivery – Part 2
Implementing cloud guardrails requires a combination of process changes and enabling technology. Here are some best practices to ensure your guardrails truly empower teams rather than hinder them.
Implementing cloud guardrails without slowing down delivery – Part 1
Summary Enterprises can build cloud platforms quickly and safely by embedding automated “guardrails” – predefined security, compliance, and governance checks – into every step of cloud development. This approach removes manual bottlenecks and ensures teams move fast without breaking rules. By treating policies as code and using self-service frameworks with built-in safeguards, organizations accelerate delivery…
How Enterprise Architects can get more support for technology led innovation
Enterprise Architects are increasingly vital as guides for technology-led innovation, but they often struggle with obstacles like siloed teams, misaligned priorities, outdated governance, and unclear strategic value. The blog outlines six core challenges—stakeholder engagement, tool selection, IT-business integration, security compliance, operational balance, and sustaining innovation—and offers a proactive roadmap: embrace a “fail fast, learn fast” mindset; align product roadmaps with enterprise architecture; build shared, modular platforms; and adopt agile governance supported by orchestration tooling.
Our top takeaways from Snowflake Summit 2025
What happens when 12,000+ data and AI enthusiasts converge in one place? You get the Snowflake Summit 2025—a celebration of innovation, transformation, and the power of streamlined data solutions.
