PsychInsightPro

AI-Assisted Journaling & Sentiment Analysis for Therapy

We transform free-text journaling into Measurement Based Care for therapists and clients. This novel system design uses a continuum of Care, Neglect, and Abuse to categorize and quantify daily journal entries.

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Privacy-First Architecture (patent pending)

Client device stores entries + reasoning. Only scores, trends, timestamps sync to therapist dashboard.

Continuum
Care (+10 to +1), Neglect (0), Abuse (−1 to −10)
Signals
Repairs, bids, frequency, neglect counts

About UCANRR -- Understanding the Care, Abuse, and Neglect Continuum - Recognition and Reporting

The Business Need. Therapy progress often relies on subjective recall. Clients forget specifics; clinicians get anecdotal snapshots. Existing journaling apps rarely provide quantified, clinically meaningful patterns, and they frequently compromise privacy by centralizing raw text.

Our Approach. PsychInsightPro unites journaling with transformer-based sentiment analysis tailored to relationship health. Entries are scored on a Care / Neglect / Abuse continuum and we detect repairs and bids for connection. Therapists see score trends, scatter plots and regression lines—never raw entries.

Privacy by Design. Reasoning and raw text remain on the client device. Only minimal, structured metadata (scores, timestamps, indicators) is shared. This encourages honesty, protects confidentiality, and supports adoption in clinical settings.

  • Therapy-agnostic metrics
  • Actionable dashboards (trends vs. anecdotes)
  • Patent-pending architecture

Our Research

Continuum Scoring

Quantifies relational signals along a continuous scale (Care +10 to +1; Neglect 0; Abuse −1 to −10) to enable trend analysis and early risk detection.

Signal Detection

Detects repairs and bids as positive connection markers. Frequency and timing are tracked to inform therapeutic interventions.

Therapist-Only Scores

Dashboards expose scores, trends, and counts—not narratives—protecting client privacy while increasing clinical utility.

Value at a Glance

Structured Insight

From anecdotes to analytics—actionable data for session planning.

Provides SOAP-ready EHR data to help reduce administrative burden.

Privacy-First

Raw text is stored on the device; only trends & scores are shared.

Therapy-Agnostic

Complements varied methodologies with common, meaningful metrics.

Frequently Asked Questions

How will PsychInsightPro help in real sessions?
Clients journal naturally. The app classifies and quantifies entries; clinicians see trends and scores, enabling more focused interventions and reducing time spent reconstructing events. SOAP-ready.
What about privacy and confidentiality?
Reasoning and raw text remain on the client's device. Only minimal metadata (scores, timestamps, indicators) is shared to the therapist dashboard.
Which therapy frameworks does this fit?
It is therapy-agnostic. Metrics like care/neglect/abuse and repairs/bids support many modalities and complement existing approaches.
Is this product available now?
Prototype tested on iOS/Android; non-provisional patent work is in progress. We are seeking collaborators and clinical pilots.
Does therapist data include client raw entries?
No. Only scores and trends. This preserves confidentiality and encourages honest journaling.
How can we collaborate?
We welcome clinical and technical partners for pilots, validation, and integrations. Contact us below to discuss NDA-protected details.

Contact

Hill Abrahams
Founder, UCANRR Software, LLC

hillabrahams@ucanrr.com

(850) 666-2720

For collaboration and pilot requests, we're happy to share additional technical details under NDA.