Agentic AI Operations
Multi-agent systems that transform manual processes into autonomous, intelligent workflows
The Core Insight
"The question isn't 'Will AI replace me?' — it's 'How do I lead a hybrid workforce of humans and synthetic agents?'"
By 2026, AI has become infrastructure. But most businesses are still stuck in pilot mode. Agentic AI is different — these systems don't just generate content, they execute multi-step workflows autonomously.
The Pattern
The Converged Multi-Agent Pattern — practical, enterprise-ready:
Plan Agent
Maps the problem, defines data sources, sets goals
Execution Agent
Builds scripts, calls APIs, processes data in sandbox
Task 1
Task 2
Task 3
Parallel sub-tasks with isolated execution
See It In Action: BeLeaf
Meet BeLeaf
A synthetic tea & coffee supplier we built to demonstrate these patterns. 149 employees, £18M revenue, real challenges mapped to real solutions.
Explore BeLeaf →Select a process to see transformation:
Before
Manual morning counts, spreadsheet updates, gut-feel ordering
After
Real-time monitoring with predictive alerts
Key Person: Carlos Mendez (VP Ops) — "Everything is manual, we're drowning"
Before
Manual cross-referencing, 24-48hr response times
After
Instant resolution with intelligent escalation
Key Person: Tom Harrison (Head of CX) — "Amazing feedback data, not sure what to do"
Before
Manual coordination with 50+ vendors, reactive rerouting
After
Proactive optimization with route graphing
Key Person: Anna Kowalski (Procurement) — supply chain volatility pain
Before
8-day onboarding, 40% prospect drop-off, manual screening
After
Automated matching with skill-based filtering
Key Person: Ahmed Hassan (Talent) — "Tech hiring in Bristol is brutal"
Before
12-day close, 4 disconnected systems, CFO formatting reports
After
Real-time scenario-based forecasting
Key Person: James Okonkwo (CFO) — "Close takes 12 days, should take 5"
The Dashboard Concept
Resources
Ready to transform your processes?
Let's map your workflows and identify where agentic AI can save you time, money, and sanity.
Start the Conversation