The numbers, on paper.

You said it plainly: don't dump money into AI to look current — show the objective result, all costs in. The scarce resource at HumLife360 isn't cash, it's Nudge Friend hours. This converts them into patient capacity.

0
saved per patient, per cycle
38 min by hand → about 4 min
0
Nudge Friend hours freed a year
at today's high-touch caseload
0
patients per Nudge Friend
same people, same quality

Where the hours come from.

Assembly, not coaching, is what caps a caseload. Cut the assembly and the ceiling lifts.

34 min saved per patient × ~135 patients across three Nudge Friends × 26 cycles a year = ~1,990 hours freed.

Illustrative, using discovery figures and a 38→4 minute assembly estimate. We calibrate every number against your real caseload and channel volumes before anything is committed.

The same team, holding more.

3 counsellors

Drag to your real headcount. Capacity assumes about 45 patients held well by hand versus about 120 with assembly offloaded — the same care depth.

Manual today
135
patients on the high-touch cycle
With Nudge Friend
360
same team, same quality

The return doesn't sit still. It grows.

The gap between what your team can hold by hand and what they can hold with the system widens over time. That's the curve that makes the insurer play possible.

Insurer scale — 10,000+ patients now as the team grows and the data deepens scale
Manual — capacity rises only with headcount With Nudge Friend — compounds
New hires start amplified

Every Nudge Friend who joins begins at the higher baseline — about 120 patients from week one, not the manual 45. Nobody starts from the old ceiling again.

Per-patient time keeps falling

As the context layer deepens and drafts need less editing, the four minutes shrinks. The system gets cheaper to run per patient the longer it runs.

The insurer play becomes viable

Serving 10,000 on a high-touch model by hand is impossible economics. This is the unit-cost curve that makes B2B2C real.

Old cost versus new cost — everything in.

The old way — cost is hidden
  • About 1,990 hours a year of your scarcest, most expensive people spent stitching, not coaching.
  • A hard ceiling on patients per counsellor, so you hire to grow.
  • The read lives in someone's head — quality varies, and it walks out the door when they do.
Paid in headcount
With Nudge Friend — cost is small and flat
  • Running cost is agentic compute plus hosting — a few hundred dollars a month at your scale, and it falls per patient as you grow.
  • No per-seat licensing that balloons the way a make.com bill does when you add users.
  • You own it. Spec-driven and re-specced in days when your model shifts — not a rented tool on someone else's roadmap.
Predictable infrastructure

Even if the running cost were higher than a shelf tool — it isn't — the trade is your rarest resource, counsellor time, for cheap and flat compute. That maths only improves with scale.

Your twenty use cases, ranked.

We mapped everything in your sheet against leverage and effort. One system is the spine — build it first, and it quietly powers eight of the others. The rest sequence behind it.

Tier 1the wedge — build first
Nudge Friend viewCounsellor Co-Pilot · #4
Buildable now
Three living profilesBehavioural · Motivational · Physiological · #16–18
Buildable now
Per-patient context layerthe ingestion and memory spine
Buildable now
Weekly summary → next cycleAdaptive Journey · #11
Buildable now
Tier 2feeds the spine, near-term
Behaviour pattern detection#5
Medium
Emotional tone detection#6
Medium
Smart nudge enginedraft, human-approve · #2
Medium
Feedback loop and survey analysis#10
Medium
Tier 3later, higher effort or clinical risk
Buddy voice callsreaches non-app patients · #15
Infra-heavy
Conversational Friend botpatient-facing · #3
Safety-gated
Progress and HbA1c prediction#12 · #1 DLRA
Needs data
Content, themes and gamification#7 · #8 · #13
Later
Training sim, Play, infra and safety#9 · #14 · #19 · #20
Separate track

Where we'd start

A focused first build of the Tier-1 wedge on a slice of your real caseload — proving the 34 minutes and the assembled read against your own patients, before anything scales.

Revisit the Nudge Friend view