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LitFin Insights · Public API
A subscription API for regulators, central banks, and research institutions. Every response ships with a privacy envelope you can cite: k-anonymity bucket, differential privacy epsilon, and upstream source count.
Subscription tiers
Universities, think tanks, journalists
TBA
Pricing disclosed at access request
Banks, asset managers, rating agencies
TBA
Pricing disclosed at access request
Central banks, national supervisors
TBA
Pricing disclosed at access request
Example queries
POST to /api/insights/v1/query. All responses carry a privacy envelope suitable for citation.
curl -X POST https://litfin.africa/api/insights/v1/query \
-H "Authorization: Bearer lfn_insight_..." \
-H "Content-Type: application/json" \
-d '{
"metric": "default_rate",
"region": { "country": "TZ" },
"segment": { "borrowerType": "msme" },
"dateRange": { "from": "2025-01-01", "to": "2026-04-01" },
"granularity": "monthly"
}'{
"success": true,
"data": {
"series": [
{ "t": "2025-01-01", "value": 4.12, "unit": "percent", "ci95Low": 3.80, "ci95High": 4.44 },
{ "t": "2025-02-01", "value": 4.08, "unit": "percent" }
],
"metadata": {
"privacyLevel": "k-anonymous",
"kAnonymity": 8,
"epsilonDP": null,
"sourceCount": 14
},
"generatedAt": "2026-04-22T09:14:31.402Z"
}
}curl -X POST https://litfin.africa/api/insights/v1/query \
-H "Authorization: Bearer lfn_insight_..." \
-H "Content-Type: application/json" \
-d '{
"metric": "credit_demand_index",
"region": { "country": "KE" },
"dateRange": { "from": "2026-01-01", "to": "2026-04-01" },
"granularity": "weekly"
}'{
"success": true,
"data": {
"series": [
{ "t": "2026-01-05", "value": 104.2, "unit": "index" },
{ "t": "2026-01-12", "value": 106.8, "unit": "index" }
],
"metadata": {
"privacyLevel": "dp-noised",
"kAnonymity": null,
"epsilonDP": 0.8,
"sourceCount": 22
},
"generatedAt": "2026-04-22T09:14:31.402Z"
}
}curl -X POST https://litfin.africa/api/insights/v1/query \
-H "Authorization: Bearer lfn_insight_..." \
-H "Content-Type: application/json" \
-d '{
"metric": "female_borrower_share",
"segment": { "borrowerType": "vicoba" },
"dateRange": { "from": "2026-03-01", "to": "2026-04-22" },
"granularity": "daily"
}'{
"success": true,
"data": {
"series": [
{ "t": "2026-03-01", "value": 0.612, "unit": "ratio" },
{ "t": "2026-03-02", "value": 0.614, "unit": "ratio" }
],
"metadata": {
"privacyLevel": "k-anonymous",
"kAnonymity": 10,
"epsilonDP": null,
"sourceCount": 48,
"suppressedBuckets": 2
},
"generatedAt": "2026-04-22T09:14:31.402Z"
}
}Privacy, by default
Tell us your mandate, your organisation, and which metrics you need. We respond within two business days.
Email insights@litfin-credit.com