Our method · Proprietary

Multi-modal Field Epidemic Intelligence

MFEI is the method behind everything Emarin builds and deploys. It combines verified epidemic intelligence with data captured in the field across multiple modalities, then converts it into operational intelligence that organizations can act on in hours.

What makes it different

Not a surveillance platform. A decision method.

Field-first, not remote

Validation happens where the signal originates, with the people who will respond to it.

Multi-modal by design

Voice, image, text, sensor and mapping inputs are treated as first-class evidence, not exhaust.

Operational output

Every analysis ends in a prioritized action, an owner and a timeframe.

Locally owned capacity

The method transfers with training, so response capability remains after Emarin leaves.

The MFEI cycle

Six stages, one continuous loop.

01

Signal intake

Verified surveillance, laboratory and agency signals are ingested alongside open-source and cross-border reporting.

02

Field validation

Embedded analysts and local partners confirm, contextualize or discard the signal where it originates.

03

Multi-modal capture

Voice notes in local languages, mobile forms, lab imagery, device telemetry and remote sensing collected offline-first.

04

Fusion & reasoning

Applied AI fuses modalities into one operational picture with stated assumptions and quantified confidence.

05

Operational decision

Ranked, defensible recommendations: what to do first, where to deploy, and what to stop doing.

06

Feedback loop

Response outcomes return to the field layer, sharpening prioritization for the next signal.

Data ecosystem

Every modality converging on one reasoning layer.

SMS / USSDCommunity reports
Voice notesLocal languages
Lab imageryDiagnostics

AI layer

Fusion & reasoning

Mobile formsField teams
TelemetryDevice & sensor
Remote sensingClimate & mobility
Outputs
PredictionPrioritizationRecommendations

Affiliations & partners

Partners to be announced. Named collaborations are published once agreements are confirmed.

Ministries of health
Multilateral agencies
National laboratories
Academic institutes
Foundations
Technology partners