Research • Playbooks • Case Studies

Ideas for Leaders Building the Intelligent Enterprise.

Practical thinking from our engineers, data scientists and industry specialists — on agentic AI, governance, data and what actually works in production.

50+Articles & Playbooks
5Topic Areas
MonthlyThe Cygnus Brief
Practitioner-LedWritten by Our Experts

The Agentic Enterprise: A Practical Governance Playbook

How to give autonomous agents real responsibility without losing auditability — a five-layer control model.

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Alex MorganCygnus Professionals

Cutting PV Case Intake Time With Multi-Agent Workflows

What a pharma safety team learned automating adverse-event triage with human review.

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Daniel ReyesCygnus Professionals

Data Mesh for Life Sciences: Start Where the Pain Is

Why domain-owned data products beat a big-bang lake — and how to sequence them.

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Priya NairCygnus Professionals

Human-in-the-Loop by Design: Explainability for Financial AI

Approval gates, confidence thresholds and evidence trails regulators can follow.

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Sara KimCygnus Professionals

RAG vs Fine-Tuning: Choosing for Regulated Data

A decision framework covering cost, freshness, privacy and evaluation effort.

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Priya NairCygnus Professionals

From PoC to Production in Eight Weeks: Lessons Learned

Five patterns that separated the pilots that shipped from the ones that stalled.

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Alex MorganCygnus Professionals

Reducing False Positives in Transaction Monitoring by 50%

Rethinking alert triage with explainable anomaly agents and analyst feedback loops.

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Sara KimCygnus Professionals

Predictive Inventory Agents for Retail Networks

Combining weather, local events and stock feeds to trigger smarter replenishment.

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Daniel ReyesCygnus Professionals

Validating LLMs in GxP Environments

A pragmatic approach to documentation, testing and change control for AI in regulated labs.

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Sara KimCygnus Professionals

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