Strategic advisory · Geospatial · AI
MapGuru helps enterprises turn fragmented public and commercial data into decision-grade geospatial intelligence — AI-assisted sourcing pipelines, lakehouse-native engineering, and risk analytics delivered into the platforms your business already runs on.
Who we are
Every enterprise decision happens somewhere — yet the data that describes that somewhere is scattered across thousands of agencies, formats, and portals. AI has changed what's possible: sourcing that once took an analyst-year now takes a well-engineered pipeline.
What hasn't changed is talent. There is far less geospatial expertise in the market than there is geospatial data — and the people who pair it with cloud-native engineering and agentic AI are scarcer still.
MapGuru is a principal-led advisory built on exactly that combination — designing and building these systems for global insurers, government agencies, and data-driven enterprises, with deep GIS practice, cloud-native platform engineering, and applied AI honed at the frontier of the geospatial industry.
Selected engagements
Port Authority of NY & NJ
Consulting at the chief engineer level, MapGuru built the field data collection apps PANYNJ crews use to report concrete spalling on the Port Authority's bridges — condition data captured once, in the field, and delivered straight into the enterprise GIS.
City of Palo Alto, CA
Helped the city manage the GIS infrastructure serving every last-mile utility Palo Alto owns — water, gas, electric, wastewater, and fiber — keeping the systems its operations depend on authoritative, current, and running.
Global insurance
AI-assisted Databricks pipelines that ingest natural hazard data from a long tail of public and commercial sources — harmonized into governed, analysis-ready layers that feed enterprise risk decisions daily.
Geospatial × AI
Language models reason fluently about words and poorly about places. We close that gap by making enterprise AI spatially aware — connecting LLMs and agents to authoritative geospatial data, earth observation archives, and the platforms where your organization's spatial truth already lives.
That perspective is earned daily. We architect and operate production agentic systems end-to-end — orchestration, memory, model routing, governance — and helped shape how earth observation data and agentic workflows come together at the frontier of the cloud geospatial industry.
Executive AI counsel
Rolling out AI by switching it on for everyone is how pilots stall. A successful rollout is a coherent strategy — decisions about where AI genuinely changes the business, run with the discipline of any other capital program. That's the counsel we bring to the executives making those calls.
Capabilities
Executive counsel on AI adoption and location intelligence — rollout strategy, roadmaps, and build/buy/license decisions, packaged in timelines and budgets boards can fund.
AI-assisted pipelines that source, harmonize, and govern authoritative data at jurisdiction scale — hazard, parcel, and infrastructure layers made analysis-ready.
Cloud-native, lakehouse-ready systems designed for your stack — integrated with the geospatial applications your teams already run, and built to outlast the engagement.
Talent strategy, embedded senior expertise, and mentoring that grow an in-house capability that stays when we leave.
Why leaders choose us
Strategy from someone who still writes the pipelines. Every recommendation is one we've implemented ourselves, in production, inside enterprise environments.
From agentic sourcing pipelines to spatially aware AI systems, we apply AI where it genuinely scales expert judgment — and tell you plainly where it doesn't.
No parallel systems, no orphaned deliverables. Everything we build lands in the data and geospatial platforms your teams already trust.
Geospatial, cloud-native engineering, and agentic AI rarely coexist on one team — let alone in one person. Engaging MapGuru puts that combination to work without the unicorn hunt.
Work with MapGuru
A conversation costs nothing. Tell us where your data program stands — we'll tell you honestly whether we can move it forward.
