Earlier service concept: Human oversight for AI-supported execution
Earlier service concept / Human oversight for AI-supported execution
Where Machine Speed
Meets Human Wisdom
Human-in-the-Loop (HITL) Team-as-a-Subscription Agentic Mesh
The Problem
Traditional consulting delivers decks. Organisations are left navigating the gap between ambition and operational reality — alone.
Legacy Consulting
✕ Static strategy documents
✕ Organisational inertia ignored
✕ Human bandwidth limits scale
✕ Vanity metrics masquerade as outcomes
Spotted Ape HITL
✓ Living, breathing operations
✓ Designed to overcome inertia
✓ Agent Mesh executes at 24/7 scale
✓ Decisions that hold under real-world push
Our Approach to Human Oversight and AI Execution
“We navigate combinatorial complexity by deploying an Agentic Mesh that executes at machine speed, governed by a Human-in-the-Loop steering force.”
Human Layer
Problem Reframing
Name the challenge correctly before a single agent is deployed. Stress-test the North Star.
Agent Layer
Agentic Mesh Execution
24/7 multi-channel distribution, SEO monitoring, content variation — at machine speed.
Core Capability
Thousands of variables — micro-segments, cultural nuances, real-time signals — exceed human bandwidth alone.
⬡
Multi-Channel
Distributed execution
◎
Micro-Segmentation
Behavioural precision
⟳
Real-Time Signals
Market adaptation
◈
Pattern Recognition
Human curation layer
⌘
Cultural Safety
Resonance, not noise
◉
BCD Framework
COM-B behavioural design
Design Philosophy
We treat marketing ecosystems as living organisms — not machines. Our HITL approach mirrors the Baobab Tree philosophy.
Rhizomatic Growth
AI agents spread horizontally across channels while human judgement keeps roots in behavioural truth.
Outcome-Driven
We replace vanity metrics with decisions that hold under the push-back of reality.
Scoped
Routine tasks assessed for automation at Tier I
24/7
Automated activity within agreed operating boundaries
Service Model
Tier I · Pilot
Efficiency
Identify routine tasks suitable for automation — SEO, content drafts and distribution — and define human review of brand voice and cultural context.
Agent: Mechanical automation
Removes the technical tax
Tier II · Squad
Agility
Collaborative workflow where agents share data to optimise multi-channel campaigns. Human curates based on real-time market shifts.
Agent: Cross-agent optimisation
Sync-first collaboration
Tier III · Mesh
Transformation
Automation within agreed boundaries, with defined review and escalation. People examine the system’s logic and remain responsible for consequential decisions.
Agent: Automation within agreed boundaries
Custom Marketing OS
The Differentiator
We don’t just “do AI.” We apply Behavioural Centred Design to every agent interaction.
Behavioural Science
COM-B and BCD frameworks govern how agents engage audiences — turning statistical patterns into culturally resonant behaviour change.
Strategic Autonomy
We bridge the gap between where you are and where strategy says you should be — machine speed, human wisdom woven in.
Pattern Recognition
Humans identify which machine-generated patterns are culturally resonant vs. statistical noise. Signal over volume, always.
TaaS Model
A senior strategic execution team on subscription. No retainer bloat, no agency overhead. Integrated from day one.
Start with a Tier I Pilot. Prove the model. Scale to a full Agentic Mesh at your own pace — with a team that steers, not just delivers.
Human-in-the-Loop Agentic Mesh Behavioural Centred Design
marcelmare.com