What does coordination overhead cost your project?
Enter your team size and project details. See exactly how much time and money is being lost to meetings, status updates, and coordination — and what an AI-augmented team saves.
Large teams create exponential coordination overhead. A team of 10 has 45 communication channels. A team of 20 has 190.
Every channel is a potential delay. More people means more approvals, more meetings, more time before anything moves forward.
A small AI-augmented team delivers the same output with a fraction of the coordination overhead. See the math below.
Based on the PMI communication channels formula n(n−1)/2 from the PMBOK Guide — the global project management standard. [*]
Price of Communication
Uses the PMI communication channels formula n(n−1)/2 — the accepted project management standard for measuring coordination complexity. Adjust the inputs to reflect your organization.
The PMI formula is typically applied to the named project team. But every steering committee member, legal reviewer, security approver, finance partner, and part-time business sponsor adds to the real communication surface area — even if they only appear in two meetings. In most enterprise organizations the effective communication network is 2–3× the documented team size.
Assumes 2-week delivery timeline for an MVP. Experienced practitioners with full-lifecycle judgment directing AI across every phase. No coordination overhead between specialists.
Your effective communication network is 20 people — 12 core team plus 8 fractional stakeholders. The PMI formula gives 190 channels to manage. Reducing to 3 does not just save coordination time — it removes the primary source of project delays, misalignments, and rework.
"My team is losing to coordination overhead. An AI-augmented team could save that — reduction in cost and fewer communication channels."
— 2weekAI Price of Communication
The communication channels formula n(n−1)/2 is documented in the PMBOK Guide — Project Management Body of Knowledge, published by the Project Management Institute. It is a standard component of PMP certification curriculum and is used globally to assess communication complexity in project planning.
Estimates are based on simplified modeling using the PMI communication channels formula and standard cost assumptions. Actual results vary by organization, project complexity, and team capability. Not a substitute for formal project cost analysis.
Fewer channels, same output — that's not a headcount story, it's a design story.
Book a call →Who you'd be working with
Twenty-eight years delivering for a dozen Fortune 500 companies — from $50K projects to an $800 million program with hundreds of team members across three continents. Banking, insurance, lending, pharma, manufacturing — the most regulated industries there are. Security and compliance aren't an add-on at that level. They're the table stakes. That's the rigor your two-week build inherits — the same discipline that keeps a five-person firm out of the ditch when the tools finally land on Main Street.