For Journaling & Companion AI

Journaling & Companion AI_

Meaningful moments deserve governed records

Your users share their most personal thoughts. When they return, can your AI recall what mattered? DeepaData creates governed artifacts for emotional context — structured for recall, weighted by salience, portable across providers.

Journaling App Builders

Building apps where users record thoughts, reflections, and emotional moments over time. Users expect their entries to matter — not just exist.

Companion AI Developers

Creating AI companions that build relationship and context across conversations. Users return expecting the AI to remember what mattered.

Start Here_

For journaling and companion AI, start with Observe. Detect emotional shifts and significant moments as they happen — so your app retrieves by what matters, not just what's recent.

Your first API call

curl -X POST https://www.deepadata.com/api/v1/observe \
  -H "Authorization: Bearer dda_live_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "content": "I realized today that I keep avoiding the career conversation...",
    "subject_id": "user-12345",
    "session_id": "journal-session-789"
  }'
Observe Quick Start2 minutes to first record

Then add Safety for interaction-level safety checks. Add Govern for portable, governed emotional records your users own.

How It Works

Five steps to governed emotional context_

Interpret. Seal. Govern. Share. Verify.

1

Interpret

EDM.jsonExtract what was significant

2

Seal

.ddnaSigned by DeepaData

3

Govern

MetadataCompliance in-band

4

Share

VitaPassMoves with the subject

5

Verify

APIConfirm authenticity

Meaningful moments are lost in inference_

Your users share what matters most. Without governed records, that emotional context disappears after each session.

User returns after three months

What mattered in their last session? You have logs. They have no meaningful recall. The emotional context is gone.

User asks 'what have I been working through?'

Your AI has embeddings, not structure. No governed record of themes, progress, or what was emotionally significant.

User switches providers

Their emotional history stays behind. Years of meaningful moments, locked in your system. No portability, no consent framework.

Coherence breaks across sessions

Each session starts fresh. No way to detect if emotional patterns are shifting, recurring, or need attention.

The risk of ungoverned emotional context_

Personal emotional content deserves better than logs that disappear. Without governance, you can't prove what your AI understood.

Meaningful moments lost in inference

Every emotional moment is processed and forgotten. Users lose what mattered most — the context that made their entries significant.

No audit trail for sensitive processing

When users ask what your AI understood about them, you have nothing to show. No artifact, no provenance, no proof.

Privacy without consent architecture

Users share deeply personal content. Without VitaPass, consent can't travel with context. Portability becomes legally complex.

Why DeepaData for journaling & companion AI_

Emotional context that travels with your users. Governed artifacts structured for meaningful recall.

VitaPass Consent Portability

Consent travels with emotional context. Users can port their history to new providers, revoke access, or grant scoped sharing — all without you being in the loop.

Batch Retroactive Governance

Don't start from zero. Upload historical conversations and journal entries in bulk. Create governed artifacts from content that predates your integration.

Observe Emotional Coherence

Track drift across sessions over time. Detect recurring themes, emotional shifts, and patterns that matter for continuity. See how emotional context evolves.

Structured EDM Artifacts

Every meaningful moment becomes a 96-field artifact. Retrieve by emotional salience, not just timestamp. What mattered is what surfaces.

Architecture

How DeepaData integrates_

A governance layer between your app and your records. Every meaningful moment documented and retrievable.

Your Application

Therapy / Journaling / AI App

DeepaData API

EDM.json.ddnaVitaPass

Sealed Records

.ddna artifacts with W3C Data Integrity Proofs

Compliance

EU AI Act

Litigation

Evidence

Insight

Context

Portability

GDPR

→ Auditors / Regulators verify on demand

What measurably improves_

Give your users emotional continuity. Meaningful moments become governed artifacts they can recall, port, and trust.

  • Emotional continuity — users return and context is there
  • Governed artifacts for every meaningful moment
  • Consent-based portability via VitaPass
  • Drift detection shows emotional patterns over time
  • Batch retroactive governance for existing content
  • Retrieval by salience, not just recency

The Continuity Problem

What mattered shouldn't disappear_

Without DeepaData

  • User returns after 3 months — AI has no context
  • Meaningful entries lost in embedding noise
  • User switches apps — history stays behind

With DeepaData

  • User returns — governed artifacts surface what mattered
  • Retrieve by emotional salience, not just recency
  • VitaPass enables consent-based portability

Ready to give users emotional continuity?

Start with our free tier. Process historical content with Batch Upload. Enable consent portability with VitaPass.