Bakrabata
Geospatial Intelligence
BAKRABATA / GEOSPATIAL INTELLIGENCE PLATFORM
StreamWeave ingests 14 million geospatial data points per second, fuses LiDAR, Sentinel-2, and municipal IoT into a single layer, and serves sub-50 ms queries to every operator, planner, and sustainability officer in your city.
CHAPTER 01 / THE ENGINE
Most geospatial platforms were built for static archives. StreamWeave was built for the moment a bus enters a tunnel, a flood sensor trips in Rotterdam, and a building permit clears in Lyon — all within the same 200-millisecond window.
The engine fuses four parallel pipelines: a streaming ingestion plane that accepts 14 native feed formats without ETL staging; a columnar fusion layer that joins LiDAR point clouds, Sentinel-2 tiles, and municipal IoT telemetry by spatial-temporal index; a query plane that pre-computes adjacency and risk neighborhoods; and an export plane that emits GeoJSON, vector tiles, or WMS to whatever system your city already runs.
The result is a single geospatial decision layer your planners query the same way they query a document — in natural coordinates, with sub-50-millisecond answers, and against every data source your city already pays to collect.
14 native feeds · zero-ETL · protobuf & GeoJSON · 14 M pts/sec
LiDAR · Sentinel-2 · IoT · spatial-temporal index
Sub-50 ms p95 · pre-computed adjacency · risk neighborhoods
GeoJSON · vector tiles · WMS · open REST & gRPC
CHAPTER 02 / INGESTION SURFACES
Procurement spec writers can match every category below against their RFP requirements. StreamWeave accepts each surface in its native format and fuses it into a shared coordinate frame within the same query window.
CHAPTER 03 / THE CONNECTOR SURFACE
Bakrabata ships with an open REST and gRPC API and a library of 240+ pre-built connectors to the ERPs, asset registries, SCADA systems, and open-data catalogs your procurement team has already approved. Every connector is versioned, signed, and documented for both integration engineers and procurement spec writers.
For sensitive government environments, our connector mesh supports one-way data diodes, on-prem brokers, and air-gapped deployment profiles — so the platform meets your jurisdiction where its infrastructure already lives.
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Capital project ledger, encumbrance, and budget-line sync.
Linear and point asset join to every geospatial layer.
Read-only historian bridges; OPC UA and MQTT native.
Bring-your-own catalog: GeoParquet, Parquet, CSV, GRIB.
CHAPTER 04 / DEPLOYED OUTCOMES
Fuse loop detectors, GTFS-RT, and connected-vehicle feeds with corridor-level signal timing data. Surface the five-minute window where re-timing delivers the largest flow gain.
23%reduction in peak congestion
Lyon — 2023 corridor study
Cross-reference low-cost sensor mesh with Sentinel-5P tropospheric columns and traffic-derived bottom-up estimates. Produce a defensible block-level inventory your climate office can publish.
9.4×faster emissions reporting
Rotterdam — Q4 2023 deployment
Join flood, heat, and wildfire surfaces from authoritative climate feeds with the linear and point assets your operations team maintains. Score every kilometer of pipe and square meter of public housing against forward-projected risk.
4.2 hrsvs 38 days legacy
URA Singapore — Q1 2024 benchmark
Drag permit history, asset condition scores, and forward climate exposure into a single capital-prioritization surface. Defend every line item with the fused geospatial evidence underneath.
41%shorter planning cycles
Across 87 deployed municipal clients
CHAPTER 05 / DEPLOYMENT READINESS
Procurement officers and CISOs can verify each item below against your jurisdiction's security baseline. Bakrabata maintains continuous compliance evidence and ships deployment profiles for cloud, on-premise, and fully air-gapped environments.
Audited annually by a Big Four firm. Continuous controls monitoring with public-facing trust portal.
Authorized for U.S. federal and state agency workloads. Continuous ATO evidence package available.
Multi-tenant cloud · dedicated single-tenant VPC · fully on-premise or air-gapped installation.
Region-paired active-active. Customer-controlled failover drills available quarterly.
Bring your RFP, your data catalog, and your security baseline. We’ll come back in 30 minutes with a deployment plan and a named technical contact.