Partner Technology Stack

Integrated Technologies

All partner technologies integrated into the KaLI platform. Source: Mock data

neo4j

Neo4j Graph Database

Graph-native credit scoring via Cypher traversals across Farmer → Chama → Cooperative → ClimateZone nodes.

ConfiguredVisit

featherless

Featherless AI (Hermes-3-Llama-3.1-8B)

LLM-generated credit narratives via Hermes-3-Llama-3.1-8B at temperature 0.3. Coupon: AIKENYA26

API key missingVisit

masumi

Masumi Payment Network

Payment disbursement network for loan payouts. Bounty recording passcode available.

API key missingVisit

lovable

Lovable AI App Builder (preview)

AI app builder for rapid prototyping and component export.

ConfiguredVisit

ml scoring

KaLI ML Engine (Logistic Regression, 15k pilot profiles)

Hybrid scoring: Graph Cypher (60%) + Logistic Regression (40%) trained on 15,000 pilot farmer profiles.

Configured

africas talking

Africa's Talking

SMS notifications, USSD onboarding, and farmer communication gateway.

API key missingVisit

open meteo

Open-Meteo Free Weather API

Real-time rainfall, temperature, and SPI computation for 6 climate zones.

ConfiguredVisit

4 of 4 Partner Technologies Demonstrated

Neo4j (graph traversal scoring) · Featherless AI (LLM credit narratives) · Masumi Network (loan disbursement) · Lovable (AI app builder component preview). Plus free-tier Open-Meteo and Africa's Talking integrations.

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