Sample customers. Messages are drafted from each person's history and only go out after Priya approves them.

How it works today

Customers reach HumLife360 through the app, WhatsApp, email, calls and workshops. Priya goes through each of those, one person at a time, to work out who needs her.

With Nudge Friend

The five people who need her today are in one list with the reason. She clicks one, reads the context, and sends the drafted message or opens the call.

Why it matters

The more people one Friend can look after well, the more HumLife360 can grow without hiring at the same pace.

How it works today

Customers send WhatsApp photos of their glucometer and meals, and voice notes about their day. Someone reads them and types the useful parts into the database by hand. Before a call, Priya scrolls back through all of it.

With Nudge Friend

The photos and voice notes are read as they arrive and land in her record. Priya gets how to open, what to steer clear of and what happened since they last spoke. After the call, three taps update the profile.

Why it matters

Calls are the most expensive thing HumLife360 does. Each one is better prepared, and each one adds to the data.

Sample customers. All data on this screen is invented.

How it works today

Someone rebuilds each customer's persona by hand from the app, WhatsApp, email, calls and workshops, then plans the next cycle from memory.

With Nudge Friend

Every score traces back to the moments that moved it. Priya can replay the fortnight, check the read, and approve the drafted cycle.

Why it matters

HumLife360's own 107 attributes and definitions stay at the centre, and a clinical partner can see how each number was reached.

How it works today

Customers sign in to a web app with a user ID and password to enter readings. Some send WhatsApp photos and voice notes instead, and someone at HumLife360 types them into the database. Harsh puts that at 85 to 90 percent working.

With Nudge Friend

Customers talk to HumLife360 on its official WhatsApp Business number. Priya's approved messages go out from it, and replies, photos and voice notes come back into the record. Only numbers linked to an enrolled customer reach a record: each customer links their number once at sign-up with a one-time code, and anything from another number gets a polite reply and goes to a review queue.

Why it matters

Most customers are in India and already use WhatsApp every day. Nobody has to learn anything or type in a number.

How it works today

He asks each Friend how their people are doing, then waits for someone to put a report together.

With Nudge Friend

He types a question and gets an answer with names and numbers. The pilot report updates itself every week.

Why it matters

Investors and the pilot partner can follow the pilot week by week, with numbers they can check.

Sample customers. Clinic values and profile scores are illustrative.

curl https://api.humlife360.com/v1/customers/{id}/profile \
  -H "Authorization: Bearer $HUMLIFE360_TOKEN"

{
  "customer_id": "hl_7731",
  "updated_at": "2026-10-20T09:04:00+05:30",
  "profiles": [
    { "name": "physiological", "score": 4.1, "updated_at": "2026-10-20T09:04:00+05:30" },
    { "name": "behavioral",    "score": 3.2, "updated_at": "2026-10-20T09:04:00+05:30" },
    { "name": "motivational",  "score": 5.6, "updated_at": "2026-10-20T09:04:00+05:30" },
    { "name": "emotional",     "score": 2.4, "updated_at": "2026-10-20T09:04:00+05:30" },
    { "name": "social",        "score": 3.8, "updated_at": "2026-10-20T09:04:00+05:30" },
    { "name": "engagement",    "score": 6.9, "updated_at": "2026-10-20T09:04:00+05:30" }
  ],
  "flags": [
    { "code": "needs_person_today", "reason": "mood_driving_glucose" }
  ]
}

curl -X POST https://api.humlife360.com/v1/events \
  -H "Authorization: Bearer $HUMLIFE360_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"customer_id":"hl_7731","type":"clinic_visit","occurred_at":"2026-10-20T08:40:00+05:30","source":"partner-ehr","summary":"Follow-up. A1c 7.9%. Medication review done."}'

{
  "mcpServers": {
    "humlife360": {
      "url": "https://mcp.humlife360.com",
      "auth": "oauth"
    }
  }
}

<script src="https://embed.humlife360.com/v1.js"></script>
<humlife-profile customer="hl_7731" partner-key="pk_live_partner_xxxx"></humlife-profile>
<!-- one element per patient page -->

HumLife360 Platform API · designed, built and run with OCTYN

How it works today

Partners see HumLife360 through demos and the results it shares with them. Nothing runs inside their own systems yet.

With Nudge Friend

The profile shows up live in the partner's own software. Their systems send events back, and their own assistants can ask HumLife360 questions over MCP.

Why it matters

Each partner that builds HumLife360 into its own software is harder to replace, and each one is a new line of revenue.