Every patient journey becomes real-world evidence
Cohorta SignalMap is a cloud-based analytics dashboard turning anonymized aggregate signals into strategic intelligence, for the entire health ecosystem: pharma, medical centers, payers, government, health funds and researchers, in Israel and worldwide.
Treatment adoption over time
targeted · fixed-duration · chemo
Patient journey, stages
Unique patients per stage · k≥10 · aggregated, anonymized
Geographic footprint
planned coverage · illustrative
Concern matrix
symptom × emotional state (intensity 0–100)
| Anxiety | Low mood | Isolation | Hope | |
|---|---|---|---|---|
| Fatigue | 86 | 62 | 48 | 30 |
| Infections | 70 | 44 | 66 | 22 |
| Neutropenia | 58 | 40 | 52 | 26 |
| Nausea | 50 | 36 | 30 | 34 |
| Pain | 64 | 55 | 42 | 28 |
Journey signals
sample anonymized stream
Platform preview · illustrative sample data
The dashboard we are building, illustrated
This is how the product experience is designed: aggregate, anonymized intelligence across every journey stage, with no PII, a k≥10 floor and differential privacy. The figures shown are illustrative sample data, not real patients.
Treatment adoption over time
targeted · fixed-duration · chemo
Patient journey, stages
Unique patients per stage · k≥10 · aggregated, anonymized
Geographic footprint
planned coverage · illustrative
Concern matrix
symptom × emotional state (intensity 0–100)
| Anxiety | Low mood | Isolation | Hope | |
|---|---|---|---|---|
| Fatigue | 86 | 62 | 48 | 30 |
| Infections | 70 | 44 | 66 | 22 |
| Neutropenia | 58 | 40 | 52 | 26 |
| Nausea | 50 | 36 | 30 | 34 |
| Pain | 64 | 55 | 42 | 28 |
Journey signals
sample anonymized stream
Product preview · sample data for illustration, not real patients
Eight intelligence layers, into one anonymized pipeline
The patient app emits consented anonymized events → an aggregation layer enforces k≥10 and differential privacy → aggregate dashboards. The same pipeline covers every journey stage.
Event emission
The companion app emits consented anonymized signals: symptoms, emotional state, adherence and measures, continuously, with no identifiers.
Aggregation & privacy
An aggregation layer enforces a k≥10 floor, strips PII and adds differential-privacy noise (ε=1.0) before any computation.
Journey intelligence
Mapped to journey stages: diagnosis, watch & wait, treatment init, active treatment, MRD-negative and retreatment, as one longitudinal spine.
Dashboards & decisions
Real-time aggregate dashboards, by role and by org, strategic intelligence exportable to standard formats.
Intelligence that lives and breathes, across the whole journey
Catch the signal before the event
Lymphocyte doubling, hemoglobin decline and iwCLL triggers, prioritizing who to reach first.
Longitudinal stage funnel
Unique patients per stage · k≥10 · aggregated, anonymized
Targeted · fixed-duration · chemo
Paraphrased, never verbatim
Aggregate concerns, needs and questions, re-phrased and de-identified, no direct quotes, no single-patient identification.
Pharmacovigilance signals
| Anxiety | Low mood | Isolation | Hope | |
|---|---|---|---|---|
| Fatigue | 86 | 62 | 48 | 30 |
| Infections | 70 | 44 | 66 | 22 |
| Neutropenia | 58 | 40 | 52 | 26 |
| Nausea | 50 | 36 | 30 | 34 |
| Pain | 64 | 55 | 42 | 28 |
Israel & international
The deep-remission journey
Tracking cohorts that reached MRD-negative, remission duration, quality of life and early retreatment signals.
Pathway vs pathway, real-world
Comparing outcomes, persistence and switching across pathways, aggregate evidence to support decisions.
When the journey restarts
Detecting relapse patterns and retreatment need, leading signals that enable planning ahead.
Evidence born from a relationship, not bought from a broker.
What sets SignalMap apart is where the data comes from. The evidence is born from a continuous, consented relationship with the patient, through Along, not bought from data brokers, pulled from insurance claims, or collected in a one-off survey.
Continuous, not a snapshot
Signals are captured continuously across the whole journey, building a true longitudinal picture of what actually happens to patients, not a stale record or a single survey.
Consented, privacy-first
Every signal is explicitly consented, anonymized and aggregate. Raw data is never sold, a k≥10 floor and differential privacy, not data brokerage.
Voice of patient, not just numbers
Behind the numbers are people. SignalMap surfaces concerns, needs and experience too, paraphrased and de-identified, the human reality behind the data.
One anonymized intelligence, for the whole health system, in Israel and worldwide
Every organization sees the same aggregate, anonymized population picture, no org ever sees another’s private cohort.
Pharma & life sciences
Real-world evidence on treatment adoption, persistence, switching and outcomes across the patient journey.
Strategic population intelligence for Medical, HEOR, Market Access and MSL teams.
Medical centers & hospitals
Operational clinical intelligence for care teams, who to call first, where the risk is, how to prioritize.
Adherence, safety, iwCLL quality and trial enrollment, without exposing patient identity.
Insurers & payers
Real cost-effectiveness, utilization patterns and outcomes, an evidence base for coverage decisions.
Support for value-based care and basket / coverage negotiation.
Government health departments
Aggregate population view for policy-making, resource planning and national quality assessment.
Aggregate, anonymized, regulation-aligned data, in Israel and worldwide.
Health funds (Kupot Holim)
Insights into the member journey, early intervention and patient-experience improvement across the continuum.
Flag patients at risk of deterioration before their next visit.
Researchers & academia
Longitudinal, anonymized, precise cohorts for real-world outcomes research questions.
PRO, treatment journey and outcomes, a real-world evidence engine.
Privacy & compliance, built in
Explicit per-category consent. No PII in any table. No drill-through to a single patient. A k≥10 cohort floor and differential privacy (ε=1.0). Every dashboard access is logged. Consent revocation purges data within 24 hours. Tenant isolation: one org never sees another’s private cohort, all see the same anonymized population.
A cloud analytics dashboard, not a medical device
Cohorta SignalMap is a cloud-based web application. To be honest and direct: it is an analytics dashboard, not a medical device and not an individual diagnostic tool.
Multi-tenant with RLS
Row-level security and full tenant isolation between organizations.
Event-driven telemetry
Real-time anonymized event ingestion from the patient app into the processing layer.
Aggregation: k-anonymity + DP
Enforcing a k≥10 floor and differential privacy before any output, at the pipeline core.
Role-based access control
RBAC by role and org, with full logging of every dashboard access.
White-label theming
Per-org branding with a built-in Hebrew/English (RTL/LTR) toggle.
Export & portability
Export to standard formats; deployable for Israeli and international orgs.
Ready to turn signals into evidence?
A pilot, a research partnership, or an enterprise rollout, we’d love to build it together.