AI CONSULTING & AUTOMATION
We build AI agents that
run your business.
recoNN is an AI consulting firm that deploys purpose-built AI agents — we call them operators — to analyse your workflows, automate your processes, build custom applications, and integrate with your existing systems.
You don't get a solo consultant. You get a team of purpose-built AI agents working alongside your people — making them faster, sharper, and more effective.
20 YEARS
Enterprise Technology
DECADE AT SAGE
Global ERP Leader
16 AI AGENTS
Purpose-Built Operators
THE QUESTION YOU SHOULD ASK
How do I deploy AI agents for your business
if my own agents can't get the mission done?
We don't just sell the idea of AI agents. We live it. Every day. Our own business runs on the same operators we deploy for our clients. When we analyse your workflows, our agents are doing the analysis. When we architect your solutions, our agents are modelling the options. When we build your applications, our agents are writing and testing alongside us.
The model is proven because we're the proof.
THE DOCTRINE
Three layers. One mission.
Not everything needs AI. Not everything needs code. The right solution depends on the mission.
Deterministic Layer
Scripts, cron jobs, scheduled tasks, workflows, pipelines. Reliable. Predictable. No AI needed. Just works.
bash · python · cron · n8n · make · power automate
Intelligence Layer
Every AI agent is deployed as a pair: an implementer that does the work and an observer that watches, validates, and course-corrects. Nobody operates alone. Nobody operates unchecked.
implementer + observer · claude · gpt · gemini · custom
Orchestration Layer
The full unit. Multiple small teams coordinated across your business. Permanent reconnaissance. Compounding intelligence. The whole regime working as one.
orchestration · multi-agent · reconnaissance · compound
Small Team Operators
Every deployment is a pair. The agent does the work. The observer watches the agent. The human drives the mission. Minimal footprint. Maximum accountability. Nobody operates alone. Nobody operates unchecked.
NOW THE QUESTION
That's my regime.
What does yours look like?
SOLO FOUNDER
You're doing everything. You need a right hand. Your first hire isn't a person — it's an AI agent. We deploy an operator pair — implementer and observer — to handle the work that's drowning you.
GROWING TEAM
Your team is stretched. Every person could be 3x more effective with the right support. We deploy each team member their own operator pair — an agent matched to their role and an observer watching the output.
ENTERPRISE
You need a coordinated automation workforce. Multi-agent orchestration, ERP integration, observer intelligence, compliance guardrails. We deploy the full complement recce regime with permanent reconnaissance.
We enable. We improve. We enforce quality. We never replace.
Every employee deserves to delegate the work that drains them — and focus on the work that matters.
MY RECCE REGIME
This is how I work.
16 AI operators deployed as small teams — implementer and observer pairs — across every engagement. Four phases. One methodology.
RECON
Analyse
Map every workflow, bottleneck, and wasted hour.
ARCHITECT
Design
Model outcomes and document the plan before we build.
BUILD
Deploy
Custom tools, integrations, agents — built and tested.
OBSERVE
Compound
Permanent reconnaissance. Getting smarter every week.
RECON
Analyse
Map every workflow, bottleneck, and wasted hour.
ARCHITECT
Design
Model outcomes and document the plan before we build.
BUILD
Deploy
Custom tools, integrations, agents — built and tested.
OBSERVE
Compound
Permanent reconnaissance. Getting smarter every week.
THE NAME DECODED
The first six letters of reconnaissance. The abbreviation for neural networks. Deployed as small team operators.
RECONNAISSANCE
The ethos
NEURAL NETWORKS
The brain
SMALL TEAM OPERATORS
The method
STATURE
Built to standard. No shortcuts. No half measures.
GRIT
Relentless under pressure. Works when everything else breaks.
DETERMINATION
Doesn't stop until the mission is complete.
PRECISION
Every action deliberate. Every output verified.
Your business is running.
It could be flying.
Start with reconnaissance. We'll deploy a small team to show you what's possible — before you commit to anything.
REQUEST RECON