The Future of
Autonomy.
Thoughts on the future of autonomous systems, agentic AI, and business automation from Tyrone May at Polynym.
Agentic AI in Finance: Beyond Simple Automation
How autonomous agents are moving beyond RPA to handle complex financial analysis and decision-making.
Why RAG is the New Business Standard
Retrieval-Augmented Generation has moved from a novel concept to a mandatory architecture for business AI deployments.
AI for SMEs: Where to Start Without Wasting Money
Most SMEs know AI could help their business but don't know where to begin. Here's a practical guide to getting started without burning through your budget.
Building Secure LLM Workflows
Security cannot be an afterthought when deploying autonomous agents. Here is our framework for secure AI.
How to Automate Business Processes Without Breaking Everything
Automation done badly is worse than no automation at all. Here's how to introduce AI into your workflows without disrupting what already works.
The EU AI Act: What UK SMEs Actually Need to Know
The EU AI Act deadline is August 2026. If you sell to EU customers or use AI tools built in the EU, it probably applies to you. Here's what matters and what doesn't.