AI adoption for
knowledge work
Our work is built around one core belief:
the right unit of work to apply AI to is the workflow.
We help people understand how work is changing, help organisations redesign workflows with AI, and use a structured framework to turn messy business processes into implementation-ready systems.
A unified approach to AI adoption across thinking, workflows, and execution. A way of working that turns AI from general interest into practical capability.
What we build
Exponential Mode is our program for redesigning workflows and implementing AI within them. It offers three plans — a structured path from experimentation to real operational change.
Augment
Enhance an existing workflow with focused AI
Ideal for improving an existing process without redesigning it from scratch. We map the workflow, design the plugin architecture, and set up the tools and connectors needed for a focused AI capability — a skill, extension, or plugin — to enhance how your team already works.
Transform
Automate end-to-end workflows with agents
An end-to-end solution — an agent, internal tool, or automation — built to execute a defined workflow with the right logic and human checkpoints in place. We design the agent system, set up the workflow automation, and configure human-in-the-loop checkpoints for internal, partner, and client-facing workflows.
Productise
Turn internal expertise into a market-ready product
Ideal when the goal is to turn internal expertise into a new offering. We design the product and workflow, develop the bespoke platform, and provide ongoing optimisation as it scales — turning a proven workflow capability into a market-ready app, MCP server, or CLI for end users and AI agents.
“
It is possible to invent a single machine which can be used to compute any computable sequence.
Alan Turing