1. Resolve
Coordinates in, context out.
BwendiLocation Intelligence
Spatial Intelligence API
Every Coordinate. Complete Market Context.
Hub, anchors, metro, nearby places — and an LLM-ready context string. For any point on Earth.
2. Map
Hub, anchors, metro, and a context string. One call.
3. Decide
Context your AI — and your team — can act on.
The Difference
A coordinate is just a number. But every coordinate belongs somewhere — a hub that governs it, anchors that surround it, a metro that serves it, a landscape that defines it.
Bwendi resolves all of it. In one request. Anywhere on Earth.
Commercial Nodes+19 Million
Countries + Territories250
i18n Coverage75+
Trust ModelRead-onlyOne coordinate. A complete picture.
Hub The primary commercial center governing this coordinate — economic tier, distance, bearing, and place type as a single resolved object.
Hub Stack A priority-ranked array of every nearby market hub — each scored with economic tier, distance, and direction.
Anchors Typed nearby places at three reach bands — immediate, local, and reachable — so your logic knows exactly what surrounds every point.
Economic Tier A single classification — isolated, marginal, integrated, or regional — that places every coordinate on the economic activity spectrum instantly.
Admin Hierarchy Full nested administrative chain — region, department, district — each typed, labeled, and depth-leveled for rules-engine and routing integration.
Endonym & Exonym The place name in the local script and its international equivalent — both surfaces returned for display, search, and localization.
Country Intelligence Complete country object — currency code, symbol and local name, calling code, national flag, and principal language.
Spatial Targeting Vectors Cardinal bearing and distance to every resolved hub — pre-computed and expressed as human-readable signals.
Trusted Economic Narrative A verified, pre-formatted context string generated in the local language of the resolved place — drop-in ready for any AI prompt, retrieval pipeline, or agent context window.Every operative market in a country — ranked by real economic weight.
No more population-based city lists. Query any country by economic tier — get back verified markets, ready to wire into your dropdowns and coverage maps.
Real hubs, ranked by economic gravity. The
hubs tier auto-detects primary market centers using an 80/20 Huff-catchment rule — the operative city list your segmentation logic should already have.Coordinates in. Decision-grade analysis out.
Context + Gemini: Resolves the full location context for any coordinate, then feeds it together with your prompt to Gemini. Returns the complete structured context response alongside an AI-powered geospatial interpretation — without you building the pipeline.Bwendi decodes every coordinate on earth.
A medina square, Marrakech. Souq anchors, tourist density, nearest commercial hub. Resolved.
A river crossing, Congo basin. Isolated tier, nearest hub 63km northeast, admin chain confirmed. Resolved.
A junction town, northern India. Railway-catchment gravity, regional hub rank, context string in Hindi. Resolved.
A port inlet, Mindanao. Coastal hub, ferry corridors, nearest urban anchor, economic tier flagged. Resolved.A desert waypoint, southern Algeria. Marginal tier, caravan-route hub, nearest settlement 210km. Resolved.
A highland airstrip, Papua New Guinea. Isolated tier, no road access, nearest hub by air corridor. Resolved.
A mountain village, Ethiopian highlands. Integrated tier, weekly market hub, admin district confirmed in Amharic. Resolved.