Bakrabata
Geospatial Intelligence
Forrester-validated ROI studies, municipal case studies, technical architecture whitepapers, public dashboards, and engineering documentation — published openly so smart city directors and procurement teams can complete diligence without scheduling a single call.
The four assets our municipal clients reference most often during procurement diligence — tagged by use case so your team can route them to the right reviewer.
Independent TEI analysis of nine municipal deployments, validating an average $3.10 return for every $1 spent on the platform over a three-year horizon. Includes the composite-organization model, sensitivity testing, and risk-adjusted payback period by city size band.
How Rotterdam used fused LiDAR, Sentinel-2, and municipal IoT layers to triage 14,200 flood-exposed parcels in eleven days — a workflow that previously took a planning team of nine roughly six months to assemble.
A deep look at the patented StreamWeave ingestion engine, including schema design, partitioning strategy, edge-cache topology, and the trade-offs behind our public-sector deployment model.
Reference docs for 240+ pre-built connectors (ERPs, asset registries, SCADA systems), full OpenAPI 3.1 spec, authentication patterns for SOC 2 / FedRAMP environments, and a sandbox keyed against public data.
Six full-length case studies drawn from the 87 municipalities currently running Bakrabata in production. Each documents the problem, the deployed modules, the integration timeline, and the measured outcome — without marketing varnish.
A consolidated geospatial decision layer for Lyon's Métropole, unifying traffic, building permits, and emissions feeds across nine communes.
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How Barcelona's Superilla team used real-time air-quality, footfall, and traffic feeds to measure and iterate on pedestrianization interventions across 38 superblocks.
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All case studies are reviewed for factual accuracy by the deploying city's program office before publication.
View the full atlasFor procurement teams still building internal understanding, these three recordings cover the architecture, the deployment model, and the data-ingestion patterns most cities adopt in their first six months.
Dr. Ines Aragão (VP Engineering) walks through schema design, partitioning, and edge-cache topology behind our patented ingestion engine, with a live walkthrough of the StreamWeave console.
Maya Okafor (Head of Solutions) and a guest from Rotterdam's program office trace a real deployment — kickoff, data onboarding, security review, first production query — week by week.
Dr. Hyun-Woo Park (Director, Remote Sensing) on the resolution mismatches, coordinate-system gotchas, and storage trade-offs that determine whether a fused layer is actually useful or just expensive.
Bakrabata maintains a public dashboard tracking more than 12,400 urban climate indicators — updated every 15 minutes, covering air quality, surface temperature, vegetation index, and heat-island intensity across the cities we operate in. No login. No NDA. No sales sequence.
Hosted by Bakrabata, Inc. · Refreshed every 15 minutes · Methodology documented in our open data spec.