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Great ideas often get stuck in pilot. From unclear success metrics to weak data foundations and missing ownership, here’s why POCs stall—and what it takes to fast-track them into production.
Organizations can build prototypes quickly, but turning those early experiments into reliable, production-ready solutions is where most teams stall. This article breaks down the core practices for fast-tracking prototypes to production—from defining success upfront and strengthening data foundations to applying agile methods with governance guardrails; so, your POCs don’t die but scale into real business impact.
Industry: Manufacturing
From green flag to checkered flag: a production‑ready MVP in 6 weeks (after a 2‑week requirements sprint), followed by a 2‑week enhancement lap. The result: a secure, modular, high‑performance pricing platform that replaced a low‑adoption legacy tool at a leading manufacturer.
IT doesn’t have a speed problem—it has a complexity problem. Scott Sandschafer shares how CIOs can break through the clutter with innovation sandboxes and automated orchestration that finally enable fast, compliant innovation.
Learn how Calibo helps enterprises build AI‑ready data and AI/ML apps with governed orchestration—plus a done‑for‑you delivery path to your first production win in weeks. Download the 2‑page brochure.
Cloud Governance | Data | Platform Engineering | Platform Orchestration | Productivity
Industry: EdTech
TrustMyApps partnered with Calibo to move from nested JSON to an AI‑optimized, evidence‑backed knowledge base. On Snowflake & Cortex, ingestion sped up 60%, verification rose 40%, and a RAG chatbot now answers with citations.
Data | MLOps/AI
One platform, whether you’re in data or digital. Find out more about our end-to-end enterprise solution.
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