Before widespread GenAI
ProduceValidateDecide
Production capacity constrained organizational throughput.
H+AI/WORK
Executive research initiative · Americas
AI multiplied output. Now redesign the organization.
We’re working with executives to redesign how knowledge work is delegated, produced, validated and turned into decisions when human teams operate alongside AI.
For leaders of 200–2,000 employee organizations
THE EMERGING CAPACITY GAP
Awaiting human judgment03
01
Market recommendation
02
Hiring scenario
03
Customer-risk plan
The thesis
The bottleneck has moved.
When the cost of producing analysis collapses, organizations create more of it. The scarce resource becomes managerial attention: specifying the right work, validating quality, choosing priorities and acting on recommendations.
In AI-enabled teams
ProduceValidateDecide
Judgment, coordination and decision speed become the constraint.
→
The implication
Bolt AI onto yesterday’s workflows and you get more activity. Business performance doesn’t follow.
What we’re investigating
Three questions leaders must answer now
Where is AI creating capacity that the organization cannot absorb?
Sales reps build account plans in minutes. Managers still review every deck, and the best opportunities wait.
Which workflows need a redesign, not just faster task execution?
Finance drafts forecasts faster, then moves them through the same spreadsheet handoffs. Decisions still arrive late.
What should require human judgment, and what should run by exception?
AI flags a customer at risk, but no one owns the escalation. The response stalls while a competitor moves.
Who should participate
Leaders redesigning real work, not running AI theater.
We want candid conversations with CEOs, COOs, and functional executives in digitally mature organizations across the United States and Latin America.
CEO / PresidentCOO / TransformationCFO / FinanceCIO / TechnologyCHRO / PeopleCRO / Commercial
A working conversation. We’re not here to sell you anything.
You bring
One recurring knowledge workflow
Where AI is already being used
What still slows decisions down
You leave with
A sharper diagnosis of the constraint
Relevant patterns observed across organizations
A concrete workflow-redesign hypothesis
Design partner track
Move from conversation to evidence.
Limited founding cohort
We’re selecting a small group of organizations for a structured AI Work & Management Diagnostic. We’ll map high-value workflows, locate the new bottlenecks, and identify three measurable redesign opportunities.
Participate
Bring us the workflow that AI still hasn’t fixed.
Tell us where work still gets stuck. We’ll review the context ourselves and follow up if the research conversation is a strong fit.