Resource library

Industry: EdTech

From Raw Data to Reliable Insights: Transforming TrustMyApps with Calibo 

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

Industry: Financial Services & Banking

Powering the Future of Small-Business Lending

Bank313 and Calibo introduce an AI-powered lending platform that transforms underwriting — combining automation, data intelligence, and human oversight to make credit access faster and smarter.

Composable Architecture | Data | MLOps/AI

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…

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.

Data orchestration: why modern enterprises need a data orchestration platform 

Data is pouring in from myriad sources—cloud applications, IoT sensors, customer interactions, legacy databases—yet without proper coordination, much of it remains untapped potential. This is where data orchestration comes in.

How to build a data-driven culture: empowering organizations with data literacy and tools 

Building a data-driven culture requires more than just access to data—it demands a strategic focus on data literacy and the right tools to empower teams.