From practitioner workflow to Behavioral Insights infrastructure
Numa BI starts with the practitioner experience and grows toward a Behavioral Intelligence layer that works alongside healthcare.
The near-term coaching product is the starting point. Regulated behavioral health is the longer-term destination. Along the way, intelligence deepens from understanding conversations to connecting evidence across time.
Growth timeline
6 to 12 months
Prove the Workflow and Behavioral Insights Thesis
Near term · Active validation
6 to 12 months
Prove the Workflow and Behavioral Insights Thesis
Near term · Active validation
Grow active practitioner usage, retention, and recurring value.
Strengthen longitudinal context, behavioral pattern detection, and the path from conversation to insight to action to progress.
Continue clinical workflow discovery and prepare the product and infrastructure for regulated use.
Behavioral Insights becomes a durable differentiator as practitioners return and rely on it.
2 to 3 years
Enter Regulated Behavioral Health
Mid term · Trust and compliance
2 to 3 years
Enter Regulated Behavioral Health
Mid term · Trust and compliance
Expand into behavioral health practitioners and organizations.
Build the clinical governance, security, privacy, and compliance required for target workflows.
Establish interoperability with behavioral health platforms and begin deeper healthcare system integrations.
Built for regulated environments. Earned by practitioners, organizations, and clients.
5 to 10 years
Become a Behavioral Insights Layer
Long term · Infrastructure
5 to 10 years
Become a Behavioral Insights Layer
Long term · Infrastructure
Evolve Numa BI from primarily an application into a Behavioral Insights layer that works alongside healthcare infrastructure.
Connect conversations, behavioral context, patterns, goals, actions, progress, and longitudinal change.
Integrate with EHRs and other healthcare systems rather than replacing them.
Structured longitudinal behavioral context becomes useful across healthcare workflows.
Numa BI's intelligence grows in three stages
Conversational Intelligence
What was said?
Understand what is happening within and across individual conversations.
Predictive Longitudinal Behavioral Insights
What is happening, and where is this person likely heading?
Connect evidence across time and identify behavioral patterns that support forward-looking decisions.
Multi-Signal Predictive Behavioral Insights
What does the total evidence indicate about behavior and trajectory?
Expand the evidence base beyond conversations to illuminate behavior, trajectory, and likely outcomes.
Conversational Intelligence is the current stage
- Conversation
- AI Analysis
- Structured Context
- Growth Map
Numa BI uses session recordings, transcripts, notes, client self-reporting, goals discussed in conversation, reported progress, emerging behavioral patterns, and completed action items as conversational evidence of behavior.
Current insights rely primarily on conversational and self-reported evidence. Numa BI does not yet independently calculate or measure behavioral change. That capability arrives with V2 and V3.
V2 begins actual behavioral forecasting by connecting evidence across time and identifying patterns of follow-through and avoidance.
Predictions support practitioner judgment. They do not replace it.
Where is progress stalling?
What behaviors are associated with better outcomes for a client?
What intervention or support may be worth considering?
As Numa BI's evidence base expands, these are the kinds of questions it could help a practitioner explore. The practitioner stays at the center of every decision.
Interested in building the future with us?
Whether you're an early user, behavioral health professional, investor, or accelerator partner, we'd love to hear from you.