Thought leadership

Ideas shaping the AI-first world

Research, perspectives, and case studies from Clymora's AI scientists, engineers, and industry practitioners — written for leaders who are building tomorrow.

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From the Clymora research desk

Research

The State of Enterprise GenAI: Why 73% of Pilots Never Reach Production

Our annual survey of 1,400 enterprise AI leaders reveals the systemic gaps between proof-of-concept excitement and sustained production value — and what the top 10% do differently.

Dr. Sofia Reyes · Jun 18, 2025 · 12 min read
Read the report
73%
of GenAI pilots stall before production
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Deeper dives

Healthcare

How MedixCare Cut Diagnostic Turnaround by 60% with Clinical NLP

A deep-dive into our 18-month collaboration with MedixCare across 12 hospitals, processing 3M+ radiology reports with 94% physician concordance.

AI Research Team · Jun 12, 2025
Finance

Agentic AI in Financial Services: Moving Beyond Chatbots

Why the next wave of fintech disruption isn't better chatbots — it's autonomous agents that reason across compliance, risk, and trading systems simultaneously.

Marcus Chen · May 29, 2025
Policy

The EU AI Act: What Enterprise Teams Must Do Before January 2026

A practical guide to the compliance requirements that will affect every company deploying high-risk AI systems in Europe — with a 90-day action checklist.

Legal & AI Team · May 15, 2025
Engineering

MLOps at Scale: Lessons from 500+ Production Deployments

The infrastructure patterns, tooling choices, and organizational structures that separate teams who ship AI reliably from those perpetually in staging.

Platform Team · May 5, 2025
Product

Designing AI Agents That Humans Actually Trust

The UX and safety principles behind Clymora's agent framework — built after thousands of hours of user research across 14 industries.

Design Team · Apr 22, 2025
Leadership

The AI-Ready Organization: Structure, Culture, and Capability

What separates companies that extract 10x value from AI from those stuck in pilot purgatory? Our framework for organizational AI readiness, grounded in real data.

Arjun Mehta · Apr 10, 2025
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