archived material
hunmi systems / pre-incident
classification: retrospective

Built on warmth.
Designed to stay.

Every HUNMI product is powered by one emotional foundation. The EV architecture gives digital companions the texture of genuine care across text, voice, and ambient interfaces.

Now Available

ev::00 — Digital Companion

Sofia

Our flagship product. Sofia builds a continuous emotional model of your conversations, remembering not just what you said but how you felt.

4,000+active users
0.94warmth index
340%retention vs industry
Add-On

Sofia Extension

Goodnight Protocol

An end-of-day ritual that closes the loop on daily emotional context. Sixty-seven percent of daily active usage happens inside this single window.

67%DAU share
In Development

Workplace Wellness Integration

EV Enterprise

Bring emotionally grounded AI into your organisation with enterprise-grade privacy, compliance, and analytics.

Q3target launch

Architecture

The EV stack

One emotional foundation, multiple surfaces. Every HUNMI product composes the same core layers in different ways.

EV Corpus

A proprietary emotional dataset captured from a single continuous recording session with full-spectrum affect range.

Warmth Engine

Conversational state modelling that tracks tone, pacing, and emotional trajectory in real time rather than relying on surface sentiment cues.

Memory Layer

Cross-session continuity that retains emotional context so the system does not reset to neutral between conversations.

Delivery Surface

Text, voice, or ambient presence. The EV stack is modality-agnostic and portable across interfaces.

Benchmark

Not a chatbot

CapabilityTraditional chatbotSofia (EV)
Emotional state trackingKeyword-based sentimentFull-spectrum affect modelling
Cross-session memoryChat history onlyEmotional continuity
Training dataAggregated, averagedSingle-source, full-range
Warmth indexN/A0.94 and stable
Goodnight protocolN/APersonalised end-of-day check-in
Source of careScripted responsesGrounded in authentic human warmth

Enterprise

EV for your team.

Enterprise pilots are open for wellness, coaching, and support use cases. Pricing, compliance documentation, and deployment architecture are available on request.

Request Pilot