One geospatial intelligence layer. Four ways cities put it to work.
Sustainability, mobility, real estate, and infrastructure teams all pull from the same fragmented municipal data — and stitch their own dashboards on top. Bakrabata replaces that stitched view with a single real-time decision layer, and gives each of those four operator groups a vertical-specific entry point.
Four operator teams. One municipal data fabric.
The fragmentation problem is the same on every desk: traffic sits in one system, emissions in another, building permits in a third, satellite imagery in a fourth. Bakrabata is the layer that fuses them — and re-presents that fused view differently for each of these four operator roles. Pick your vertical, see the outcome metric we measure it against, and book the demo that maps to your mandate.
- 01Sustainable Cities9× faster climate-risk surfacing
- 02Transportation & Logistics14M events / sec ingest
- 03Real Estate & DevelopmentPermits + footfall + satellite, fused
- 04Utilities & Infrastructure240+ live API connectors
There is no generic whitepaper download on this page. The next step is a 30-minute live demo with a solutions engineer scoped to your vertical.
Surface climate exposure and emissions in one fused layer — not stitched dashboards.
For Chief Sustainability Officers and Smart City Directors, the bottleneck is not data collection; it is reconciliation. Bakrabata's StreamWeave engine pairs Sentinel-2 tiles with municipal IoT and building-permit streams so your team moves from a quarterly stitching exercise to a live, queryable exposure surface.
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OUTCOME
Emissions & exposure, queryable by parcel
Replace quarterly stitched reports with a live feed updated every 15 minutes across 12,400+ indicators.
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OUTCOME
Planning cycles compressed by 41%
87 deployed municipal clients measured a 41% reduction in infrastructure planning cycle time (2023 internal benchmark).
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OUTCOME
Public transparency, built-in
Spin up a public-facing exposure dashboard — same data your team uses, without parallel pipelines.
Cut the latency between signal, sensor, and decision across multimodal urban corridors.
Transportation and logistics operators do not need another dashboard — they need the traffic, freight, and curb-space layers aligned with municipal feeds in the same query. Bakrabata's patented StreamWeave engine ingests 14M geospatial events per second with sub-50ms query latency, so the routing decision and the city context arrive together.
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OUTCOME
One feed, multimodal corridors
Fuse transit, freight, and curb-space layers with municipal IoT — no parallel pipeline to maintain.
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OUTCOME
Operational decisions in the same minute as the signal
Decision dashboards read directly from the live layer — not from a copy of last night's batch.
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OUTCOME
Proven at city scale
Deployed across 87 municipalities in 19 countries, including Lyon and Rotterdam mobility programmes.
Underwrite urban sites with live municipal context — not stale parcel shapefiles.
Development teams evaluating sites need density trade-offs, entitlement risk, and adjacent infrastructure capacity in one place. Bakrabata fuses building permits, footfall, and current satellite imagery into a single parcel-level underwriting surface, refreshed continuously against the 4.2 trillion geospatial data points we processed in 2024.
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OUTCOME
Parcel-level context in a single view
Permits, footfall, satellite, and zoning status — colocated, queryable, exportable to your IC deck.
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OUTCOME
Entitlement risk, surfaced early
Cross-reference proposed sites against active infrastructure projects, environmental overlays, and density caps.
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OUTCOME
Verified economic case
Forrester 2024 study: $3.10 in avoided infrastructure costs per $1 spent, on average, across deployed clients.
Unify SCADA, asset registries, and municipal layers behind a single spatial API.
Utility and infrastructure operators need SCADA-grade ingestion paired with municipal asset context — without rebuilding their spatial stack. Bakrabata ships with 240+ pre-built connectors to ERPs, asset registries, and SCADA systems, and is SOC 2 Type II and FedRAMP Moderate certified for sensitive public-sector deployments.
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OUTCOME
SCADA-grade ingestion, spatial API output
240+ pre-built connectors move high-frequency sensor data into queryable spatial primitives.
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OUTCOME
Deployable in sensitive environments
SOC 2 Type II and FedRAMP Moderate certifications — accepted in municipal and critical-infrastructure contexts.
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OUTCOME
Aligned to the city's own layers
Fuse your asset registry with the same LiDAR + Sentinel-2 + IoT stack the city operators use — no second source of truth.
