Reflect
Share what’s on your mind in your own words.
Compare Soma Pattern
Reflection gives you insights.
Soma shows you what keeps repeating.
Most self-reflection tools help you understand a thought, feeling or moment. Soma Pattern connects signals across conversations and time to reveal recurring beliefs, predictions, protective strategies, reactions and evidence of change.
Whether you’re trying to understand your own patterns or maintain continuity across client work, the difference is not more conversation. It’s seeing the architecture underneath it.
Compare Soma Pattern with AI journaling, ChatGPT, self-reflection apps and practitioner AI tools.
A different layer of intelligence
Not another journal. Not another chatbot. A different question.
Journals capture what you write. Chatbots respond to what you ask. Regulation tools help in a moment. Session-note tools document what happened.
Soma is built around a different question:
“What keeps repeating across all of it?”
It connects experiences across time and organises them into an evolving pattern architecture — while keeping interpretations revisable as new evidence appears.
Detect recurrence
Soma finds patterns across time, not just in the moment.
Map the pattern
See how thoughts, feelings, behaviours and beliefs connect.
See what changes
Track progress with real evidence, not just how you feel.
What kind of intelligence does each tool provide?
| Tool category | Usually helps with | What may remain difficult to see | Soma Pattern |
|---|---|---|---|
| Journaling | Reflection, writing, processing | Patterns distributed across many entries | Connects reflections into recurring patterns |
| AI chat | Questions, conversation, advice | A structured model of recurrence and change | Organises signals into an evolving pattern map |
| Regulation tools | Managing the current state | Why similar activation keeps returning | Links current states to deeper recurring patterns |
| Session-note tools | Documenting what happened | Longitudinal client understanding | Maintains an evolving view across sessions and time |
Search starts with a question
Sometimes the search starts with a question, not a product.
People and practitioners often begin with the thing they are trying to understand — not the name of a software category.
Personal questions
Why do I keep repeating the same patterns?
Why do I understand my pattern but still repeat it?
Why do I overthink every decision?
Why do I keep needing reassurance?
How do I know whether I’m actually changing?
Why do old patterns return when I’m stressed?
Professional questions
Best AI tools for therapists
AI tools for psychologists
AI tools for coaches
How to track client progress between sessions
How to recognise recurring client patterns
How to prepare for the next coaching or therapy session
How to see what has actually worked with a client
How to track patterns across multiple sessions
For personal reflection
From individual insights to a living pattern map
Soma is designed for people who want to understand not only what they feel today, but how beliefs, reactions, decisions and protective strategies appear to connect across time.
Personal reflection tools compared
| Capability | Traditional journal | AI journal | General AI chat | Soma Pattern |
|---|---|---|---|---|
| Reflect on a current experience | Yes | Yes | Yes | Yes |
| Recall previous material | Limited / manual | Often | Depends on context and memory | Yes |
| Identify recurring themes | Manual | Often | Can when asked | Yes |
| Build explicit pattern architecture | — | Varies | — | Yes |
| Map beliefs, predictions and protective strategies | — | Varies | Can discuss | Yes |
| Visual pattern map | — | Rare | — | Yes |
| Track supporting evidence | — | Varies | Unstructured | Yes |
| Track weakening / contradictory evidence | — | Rare | Unstructured | Yes |
| Show new responses forming | — | Varies | Unstructured | Yes |
| Current-state orientation | — | Sometimes | Conversational | Inner Weather |
| Decision-specific pattern analysis | — | Rare | Conversational | Decide Now |
| Personalised practices and experiments | Sometimes | Often | Yes | Pattern-linked |
| Longitudinal change view | Manual | Varies | Limited | Yes |
The difference is structure.
Soma does not simply remember that something was discussed before. It asks whether a signal recurs, what it appears connected to, what evidence supports it, what contradicts it, and whether a different response is beginning to appear.
See the pattern, not just the conversation
A belief may appear in one conversation. A protective strategy may appear somewhere else. A decision weeks later may reveal the same prediction.
Soma Map brings those signals together so users can explore: beliefs → predictions → triggers → protective strategies → regulated alternatives → evidence → change.
A pattern is not treated as truth simply because Soma identified it once.
Inner WeatherPersonal
Adaptive BalancePressure and possibility are both present in the system.
- Current orientation
- Holding pressure and possibility without collapsing into either.
- Dominant pull
- Recognition & Worth is active — separating value from performance.
- Trend
- More space appearing before reaction; recovery is getting faster.
Personal Inner Weather
See your current state, dominant patterns and where things are moving.
Soma MapLiving architecture
Soma Map
Visualise how beliefs, triggers, predictions and protective responses connect.
More than insight
Insight is not the same as change.
Recognising a pattern can be useful. But knowing a pattern exists does not tell you whether it is loosening, strengthening or simply appearing in a different form. Soma is designed to keep looking.
Supporting evidence
The predicted pattern appeared again.
Weakening evidence
The old response occurred, but with less intensity or less automaticity.
Contradictory evidence
Reality did not behave as the pattern predicted.
New response
A different choice or regulation strategy became available.
Ask a better question: “What is actually changing?”
For coaches, therapists & reflective practitioners
Most practitioner AI helps document sessions. Soma helps preserve what is evolving across them.
Notes tell you what happened. Transcripts preserve what was said. Soma Professional is designed to help practitioners maintain an evolving view of recurring client patterns, interventions, evidence of change, what remains stuck and what may deserve attention next.
Professional tools compared
| Capability | Notes / EHR | AI transcription | Generic AI assistant | Soma Professional |
|---|---|---|---|---|
| Store session information | Yes | Yes | Limited | Yes |
| Summarise a session | Manual / varies | Yes | Yes | Yes |
| Maintain continuity across sessions | Manual | Varies | Context-dependent | Yes |
| Surface recurring client patterns | Manual | Sometimes | When prompted | Yes |
| Separate beliefs, triggers and protective strategies | — | — | Conversational | Yes |
| Track interventions over time | Manual | — | — | Yes |
| Track what appears to help / remain stuck | Manual | — | Unstructured | Yes |
| Surface contradictory evidence | Manual | — | Unstructured | Yes |
| Next-session inquiry directions | Manual | Sometimes | Yes | Grounded in reviewed material |
| Evidence-of-change view | Manual | — | — | Yes |
| Progress report generation | Sometimes | Sometimes | Yes | Longitudinal |
| Separate practitioner Personal space | N/A | N/A | N/A | Yes |
Beyond notes and transcription
A note is a record. Continuity intelligence asks what keeps returning, what changed, what worked, what remains stuck, where evidence is contradictory and what may deserve exploration next.
From sessions to continuity intelligence
Sanitized demonstration views show how practitioner-provided material can be distilled into cautious, reviewable continuity intelligence.
Client continuityExample client
MRMaya R. · Sanitized demonstration
Most active patternOver-preparing when evaluation feels uncertainRecurring across work and relationship material
In motionPausing before seeking reassuranceAppearing in several recent situations
Still needs signalWhether reduced reassurance-seeking holds when someone remains disappointedNot enough longitudinal evidence yet
Client continuity
See what is recurring, what may be shifting, and where Soma still needs more evidence.
What to focus on nextExample client
Test what Maya expects disappointment to mean
Explore what she predicts will happen if someone is unhappy with her and she does not immediately explain, fix or reassure.
Why this mattersMay clarify whether reassurance-seeking is being driven by fear of rejection, responsibility for others’ emotions, or both.Separate preparation from protection
Ask how Maya knows when preparation is serving the task versus trying to remove uncertainty about how she will be judged.
Evidence to look forCompare a situation where preparation improved the outcome with one where it continued after the practical work was already complete.Follow the moment after the boundary
Explore what happens internally after Maya says no or leaves something unresolved.
Still unclearShe appears more able to hold the boundary behaviourally, but internal rumination may remain active afterwards.What to focus on next
Possible inquiry directions derived from reviewed material — not instructions or diagnoses.
Evidence of changeExample client
Client-reported change“I still felt guilty. I just didn’t take that as proof I had to change my answer.”New separation between feeling discomfort and treating it as an instruction.
Behavioural evidenceMaintained a boundary without sending a follow-up explanation afterwardsRecorded real-world instance · recent
Pattern-level movementReassurance-seeking appears less automatic in work situationsStill returns under stronger relational activation.
Contradictory evidenceOne boundary did create conflict and temporary distanceThis challenges any simple conclusion that Maya’s feared outcomes are always inaccurate.
Evidence of change
See what appears to be changing, what remains active, and what complicates the current interpretation.
Different tools solve different problems.
Choosing the right tool depends on what you actually want to understand or accomplish.
- Write freely and keep a diaryA traditional journal
- Receive AI responses to journal entriesAn AI journaling app
- Ask broad questions or brainstormA general AI assistant
- Practice meditation or regulation exercisesA dedicated regulation app
- Transcribe practitioner sessionsAn AI transcription / notes tool
- See recurring patterns and evidence of change across timeSoma Pattern
- Maintain longitudinal pattern continuity across client workSoma Professional
Comparison categories
Explore comparisons
Detailed comparisons to help you understand which kind of tool fits your use case. Select a category to see how Soma compares.
The category
What is longitudinal pattern mapping?
Longitudinal pattern mapping is the process of examining signals across multiple experiences and points in time to identify recurring relationships between beliefs, predictions, triggers, protective strategies, emotional responses and behaviour.
Soma Pattern applies this approach through an evolving system of observations, working hypotheses and evidence. Patterns can become more supported, remain uncertain, weaken or be contradicted as new information appears.
It is different from simply summarising previous conversations because the goal is not merely to remember what happened. The goal is to examine what appears to recur, how those elements may relate, and whether that structure is changing over time.
1
Signal
Something happens in your life.
2
Recurrence
Similar patterns appear again.
3
Working hypothesis
Soma identifies a possible pattern.
4
Evidence
New data confirms, weakens or challenges it.
5
Contradiction
Conflicting evidence adds nuance.
6
Revision
The pattern map is updated.
7
Change over time
A clearer understanding and new possibilities emerge.
Frequently asked questions
Common questions, clear answers.
No. Journaling can be part of reflection, but Soma’s primary purpose is longitudinal pattern mapping across conversations, experiences, decisions and evidence.
AI can help surface possible recurring relationships in information you provide. Soma treats these as revisable interpretations rather than objective facts and allows later evidence to support, weaken or contradict them.
Recurring responses can involve learned expectations, beliefs, protective strategies, emotional responses and situational factors. Soma helps organise the signals you provide across time so possible recurring relationships become easier to examine.
A general AI assistant is designed for many tasks. Soma is purpose-built around structured longitudinal pattern mapping, evidence, recurrence and change.
No. Soma is designed for reflection and practitioner support. It does not diagnose or replace therapy, psychological care or professional judgement.
Soma Professional is designed as a practitioner-side continuity workspace for coaches, therapists, psychologists and reflective practitioners who want to track patterns, sessions, interventions and evidence of change over time.
No. Soma treats interpretations as working hypotheses. New evidence may support, weaken, contradict or revise them.
Soma distinguishes between insight and observed change. Evidence may include new responses, real-world outcomes, contradictory evidence, weakening patterns or practitioner-reviewed changes across time.
See what keeps repeating
You don’t need another place to collect insights. You need a way to connect them.
Start with a conversation. Over time, Soma builds an evolving view of the patterns, evidence and new responses appearing across your life.
Working with clients? Explore Soma Professional