Density Labs / Engage / Contact

Three ways to start.

Every engagement begins with a 30 minute call. No deck, no pitch, no procurement theater. We figure out together whether the work is real and whether we are the right fit. If we are not, we will say so.

The three doors

Pick the shape of the engagement.

Same operating system underneath, different size and commitment. Every option includes The Density Method, a 120 day replacement guarantee, and named senior engineers.

01 // AI Diagnose
Diagnose
A written diagnostic and a plan you can keep.
$7,500$2,500 fixed
2 weeks · single deliverable · founding-cohort price
  • Capability gap analysis against your roadmap
  • Architecture & data audit, where relevant
  • Long term AI transformation roadmap, with prioritized 90 day actions
  • Yours to keep, regardless of what comes next
  • Often the on-ramp to Engineer or Squad
Start with a Diagnose →
02 // AI Engineer
Engineer
One senior, embedded with your team.
$9,500/mo
90 day minimum · monthly thereafter
  • One senior AI engineer, fully embedded
  • Full 30 / 60 / 90 day Density Method framework
  • Weekly tech lead 1:1, monthly architecture review
  • Access to internal AI playbook & pattern library
  • 120 day replacement guarantee
  • 2% acceptance pool · 7–10 day match
Book the engineer call →
03 // AI Squad
Squad
A tech lead plus a delivery team that owns the initiative.
$32,000/mo
90 day minimum · scoped quarterly
  • Tech lead plus 2 to 3 senior engineers
  • Full ownership: architecture to shipping
  • Quarterly business reviews with the founders
  • The Density Method on every member
  • 120 day replacement guarantee on every seat
  • Best fit for funded AI initiatives
Talk about a Squad →
Fit

Who we are actually a fit for.

We do honest qualification on the call. This page is the same conversation, just earlier.

Strong fit

Mid market US, with a real product team.

  • $50M to $500M in annual revenue
  • An existing product engineering team
  • Stated AI ambitions, limited internal AI expertise
  • VP Engineering, CTO, or Chief Digital Officer owning the budget
  • Ready to embed senior peers, not buy hours
  • 6 to 12 month roadmap pressure, not a 6 week panic
Not a fit (and we will tell you)

The shapes we have learned to decline.

  • Series A startups still hunting product market fit
  • Fortune 100 enterprise procurement cycles
  • Hourly resource shopping
  • "We need 12 engineers next month" capacity plays
  • Engagements without a named technical owner
  • Anything that needs a deck before a working session

Talk to us about your AI roadmap.

30 minutes. No deck. We figure out together whether we can help, and what to look for if we cannot.

Book a 30 min call →