Brand guidelines
Apply your brand foundations, standards, assets and toolkits consistently across agent work.
CONTROLLED, RELEVANT AND TRACEABLE
MOVE FAST. STAY SAFE.
As an independent partner, with no ties to any software, data or AI provider, we advise, design and engineer AI systems around the way your business actually works. We turn its processes, knowledge, judgement and rules into governed data operations that can scale across functions, teams and markets.
Build AI that works from trusted business knowledge and stays within the boundaries set by you.
Our Technology — IBOM
One controlled layer between your workforce, your data, and your AI.
IBOM® gives AI controlled access to specialist, proprietary and web data, enabling multi-step research and agent execution with cited, structured outputs across business functions and R&D.
How can we make a controlled decision using everything our business knows? WORKFLOW TRIGGERDecision request submitted
Our search indexes: Leadership & strategy sources
IBOM®
Intelligent Business Operations Manager
One controlled layer between data, knowledge, people and AI.
AI GOVERNANCE FOR SMARTER BUSINESSES
OpenAI
Anthropic
Our Technology — Agent in the Room®
Give your business, your data and your AI a voice.
We build AI agents grounded in your data, shaped by your knowledge and focused on the challenges that matter most to your business — agents your people can talk to naturally, as well as use through chat.
Then we bring those agents into the room alongside your people and our experts. Together, they challenge assumptions, explore possibilities and shape a practical way forward — always within your rules.
Agentic AI, Grounded In Your Data
Turn business data into knowledge AI can use.
AI is only as useful as the information it can access. We collect and structure the knowledge, policies, processes and judgement your business relies on, then add ownership, permissions and controls. The result is trusted, machine-readable data that agents can use reliably.
Our Consultancy
Data Due Diligence
We identify the data, knowledge, policies and systems your business already relies on, then assess how each source is collected, structured and governed. Each source is added to a clear inventory and matched to a dedicated agent specification, ready for development.
OUR CONSULTANCYAgent Skill Building
The Agent Skill Bench provides proven capabilities to collect and transform data, retrieve knowledge, operate workflows, apply rules and assure quality. We configure the skills each agent needs, connect them to your systems and test them before they enter live operations.
OUR TECHNOLOGY
Our Methodology
Step 1
Business Understanding
We begin by defining goals, decisions, workflows, people and constraints that determine where governed AI can create measurable business value.
Step 2
Data Understanding
With priorities clear, we map the data, knowledge, policies and systems each workflow depends on, identifying ownership, quality and gaps.
Step 3
Data Preparation
We then collect, clean, structure and govern those sources, attaching permissions, provenance and controls so agents can use them reliably.
Step 4
IBOM Modeling
Using the prepared sources, we model the agents, skills, workflows, tools and controls needed to deliver reliable, governed business operations.
Step 5
IBOM Evaluation
Before release, we test each output, decision and action against agreed measures for performance, quality, safety and governance in operation.
Step 6
IBOM Deployment
Once validated, we deploy agents into live workflows, monitor their performance and improve them as business needs and knowledge evolve.
Case Studies
Problems solved, not logos displayed.
We work with challenger businesses and Fortune 500 brands to advise on, design, and build agentic AI systems for complex operating environments. Much of that work sits behind confidentiality, so we focus on the problems solved.
Professional services: Proving machine-readable brand guidance
A controlled evaluation showing how structured brand rules improved compliance, traceability, factual accuracy, and first-pass sign-off.
Entertainment: Rule-cited partner marketing screening at scale
A production screening pipeline that checks partner marketing submissions and returns correction-ready, rule-cited findings within minutes.
Energy technology: A governed product catalogue for agent-assisted sales
Structuring more than 900 products, variants, images, approvals, and brand rules so sales agents can build accurate customer materials.
Latest Thinking
Latest Posts
Recent thinking on Agentic AI, governed business operations, and knowledge-first deployment.
Estate AI and Natural Capital
The compliance burden no estate team should be carrying alone
Agentic AI can take routine regulatory paperwork off the desk of estate managers while preserving audit trail, escalation, and human oversight.
Teaching Smaller Models
Why smaller models need teachers
Smaller models do not need to know everything. They need to be taught the task, the business, and the boundary conditions.
From NASA to AI Agents
From NASA to AI agents: Why specification still matters
The discipline that kept spacecraft flying is becoming the operating discipline for governed AI agents.
Start The Conversation
Find out where to create the greatest value.
The useful first step is not another deck. It is a clear view of where Agentic AI can improve performance, which workflows carry the greatest opportunity and risk, and what needs to change before agents go into production.
We turn that into a practical route from opportunity to governed Agentic AI in production.