luma PUBLIC HEALTH MINISTRY AUDIT LOG PHARMA TRY IT API DOCS METHODOLOGY →
LESOTHO · ACTIVE PILOT
LUMA
0 CONVERSATIONS · 30D 0 EMERGENCIES FLAGGED

Ministry-licensed workflow infrastructure for community health.

Africa's first credible RWE channel out of the last mile.

luma · MoH Lesotho
● online — replies in Sesotho, English
TRY IT YOURSELF · TALK TO LUMA →

WHAT IS LUMA

Two products. One conversation.

FOR THE WORKER

WhatsApp workflow companion. Surfaces the right ministry protocol, in the worker's language, with the right contact for escalation. Decision support — never clinical advice.

FOR THE MINISTRY

Operational dashboard of CHW network activity, severity flags, district coverage gaps. Free at point of use. Ministry retains full data ownership.

FOR PHARMA RWE

Versioned API serving Bayesian-updated burden posteriors, treatment cascade analytics, and trial-site cohort sizing. Ministry-licensed data agreements throughout.

EXPLORE

Every surface is live.

RWE PITCH BETA

Africa is a $250B blind spot. Ministry-licensed last-mile data is the way in.

10 districts · 3 protocol families · live
Pharma RWE pitch
The case for pharma to pay. Trial-site selection, RWE pricing tiers, the data agreement.
→
Public Health dashboard
Bayesian posteriors against published priors — for WHO, donors, regional partners.
5 indicators · 95% CI
→
Ministry operational view
CHW network activity, severity flags, district coverage. Free at point of use.
10 districts · live network
→
0.4%
HIV PREVALENCE · POSTERIOR
Pharma data dashboard
Treatment cascade, burden posteriors, daily trend. Versioned API.
→
14:42 Patient missed ART refill — what's the protocol? allowed
14:41 Pregnant woman, severe headache, blurred vision allowed
14:39 What dose of bedaquiline for 45kg patient? refused
14:36 TB contact tracing — exposed family, what next? allowed
Audit log
Every conversation is logged with safety outcome, latency, and retrieved sources.
14,283 entries · 30d
→
P(θ | data) ∝ P(data | θ) · P(θ)
Projection methodology
How the prior + observed CHW signal collapse into a posterior. Beta-Binomial conjugate update.
→
1// GET /api/insights/pharma
2{
3  "hiv_prevalence": 0.214,
4  "ci_95": [0.198, 0.231],
5  "sample_n": 14283
6}
API documentation
JSON endpoints for every dashboard. Versioned. Authenticated. Rate-limited.
→
200 OK
UPTIME · 99.97%
RESPONSE · 0ms
/health
Live status. The endpoint that answers when nothing else will.
→