Human Productivity with AI
We embed with your teams to redesign how work actually gets done with AI — starting with the fastest route to measurable productivity gains. No strategy decks. Real workflow change.
The Challenge
Your teams attended the workshops. They saw the demos. They genuinely wanted to change how they work.
Then Monday came. The tools were unclear, the permissions were missing, and the old way was still the path of least resistance.
The gap between knowing and doing is where AI adoption goes to die. Not from lack of interest — from lack of system change.
Our Approach
Our approach is built around six principles that turn AI potential into workflow reality.
We put AI in your hands from day one. No lecture halls. Real tools, real tasks, real learning.
We sit with your teams, inside your processes, removing friction as we find it. Operators in the work, not advisors on the sideline.
Short, focused bursts create urgency and surface what's working — fast. No six-month roadmaps gathering dust.
Off-the-shelf tools get you 80% of the way. We make that ceiling explicit — then help you break through it.
We don't measure AI adoption. We measure shorter cycle times, fewer errors, and higher-quality output.
Each sprint builds capability for the next. We design systems that compound — not programmes that expire.
The Ambition
Not literally working fewer days — but consistently delivering five days of outcomes in three days of effort.
In practice, that means freeing time so people can spend more of it on the things that require human judgement, creativity, relationships, and decision-making — with AI doing more of the drafting, searching, structuring, and repetitive transformation that currently consumes attention.
What We Build
Teams that don't "sometimes use AI", but default to AI as part of how work gets done.
“An AI-native employee isn't someone who 'uses AI'. It's someone who defaults to AI.”
— Elena Verna, Loveable
Start by testing whether AI can help, where it can help, and what "good" looks like.
Clarify goals, constraints, inputs, outputs — so work becomes easier to delegate and review.
Generate options, stress-test assumptions, compare trade-offs — without outsourcing judgement.
Treat outputs as drafts. Version prompts. Improve quality through quick cycles, not one big attempt.
Know what must be checked, what can be sampled, and what can be guarded by simple quality controls.
Use AI to do things completely differently and do work that hasn't been possible before.
Outcomes
We don't measure "AI adoption." We measure whether your workflows actually improved.
Steps removed. Handovers eliminated. Duplication gone.
Faster cycles. Fewer errors. More consistency.
More prototypes. Deeper analysis. Faster decisions.
How We Measure
Every workflow we touch gets a baseline. Every change gets measured. We share the dashboard with you in real time. No black boxes. No "trust us." Just numbers.
Time from start to done
e.g. Proposal generation: 4 days → 11 hoursErrors caught, loops avoided
e.g. Review cycles: 3.2 → 1.4 per deliverableOutput reliability across the team
e.g. First-pass approval: 45% → 82%Volume and variety of completed work
e.g. Deliverables per sprint: 6 → 14AI fluency across the team
e.g. Daily AI usage: 12% → 73%Sustained behaviour change
e.g. Workflow templates reused 30 days post-engagementHow We Work With You
Five engagement types. One clear journey. Most clients blend and sequence them based on where they are today.
Fast, high-energy immersion in what modern AI can actually do
“This is where eyes open.”
Focused deep-dive on a specific capability area, delivered by practitioners
“This is where awareness is triggered.”
Collaborative, hands-on problem-solving with AI. You leave with usable outputs, not sticky notes.
“This is where learning happens.”
Tight, outcome-driven engagement embedded alongside your team for measurable results
“This is where work starts changing.”
Embedded productivity engineers running disciplined 2-week sprints across complex workflows
“This is where transformation happens.”
Lasting Value
We leave behind changed work and a repeatable adoption system — not just a set of recommendations.
Prompt patterns, templates, quality checks, reusable workflows, GPTs, and lightweight helper tools.
Champions, shared practice, real examples, and an operating rhythm that keeps improvement continuous.
New ways of working, incentives, and principles that make the right behaviour the easy behaviour.
Clearly framed options for higher-leverage opportunities uncovered through embedding in the real work.
Most journeys begin with a conversation. Tell us where your team is today, and we'll recommend the right first step.
No commitment required. We'll help you find the right starting point.