A Umanah Systems Group Program

Spattio

AI Eyes, Memory, and a Map

Spattio gives AI eyes, memory, and a map so your copilots work with time, place, and truth.
No GIS skills needed. LangChain helps agents think. Spattio helps them understand the real world.

Spattio: Giving AI Eyes, Memory & a Map

Watch how Spattio connects AI agents to real-world spatial and temporal data streams, turning smart language models into context-aware systems.

Why Spattio?

LLMs are smart, but blind. They can write your email, but they can't answer questions grounded in real places and real times.

Questions like these remain out of reach for standard AI systems today:

When did shipping delays spike in Amazon's SoCal network between May 6–9, 2025?

When did air quality drop below safe levels in Denver during the third week of January 2024?

Where were EV chargers offline in Texas on Tuesday, March 12th, 2024?

Which neighborhoods in Santa Rosa were evacuated first during the wildfire on August 17th, 2023?

Where did rainfall exceed 200mm in Lagos between April 1st and June 30th, 2024?

When did port congestion in Singapore trigger rerouting from June 10–15, 2025?

LLMs Are Powerful, But Blind to Time, Location, and Context

As OpenAI themselves acknowledge: AI can make mistakes. Check important info. That's fine for fiction, but not for climate, logistics, infrastructure, or business ops.

Without Spattio

Smart words, blind world

Standard LLMs and AI copilots lack real-time awareness of where and when events occur. They reason from training data, not from live, located, timestamped facts. The result: confident-sounding answers that miss what actually happened.

With Spattio

Real-time awareness of where and when

Spattio gives AI real-time awareness of where and when things happen. Your copilots make decisions based on facts, not guesses, grounded in live environmental and geospatial data at the moment it matters.

What We're Building

Three core capabilities that transform how AI agents interact with the real world.

Get real answers to real events

Spattio helps teams make smarter decisions by answering complex questions with live environmental and geospatial data, not stale training snapshots.

Monitor climate risks in real time

From flash floods to heatwaves, Spattio alerts you when and where conditions shift so you can act fast before impact reaches your operations.

Plug into your existing tools

Use Spattio with your current dashboards, agents, or automations. No rip-and-replace, just smarter results layered onto what you already have.

The New Infrastructure for Context-Aware AI

We're rethinking how AI interacts with the real world by adding a spatio-temporal query layer and a plugin-ready core.

Agents that see, sync, and respond with context

Spattio adds a spatio-temporal query layer and a plugin-ready core, so your AI can connect to sensors, APIs, and live data streams in real time.

The result? Agents that don't just talk. They see, sync, and respond with context.

Spatio-Temporal Queries Plugin-Ready Core Live Data Streams Sensor APIs LangChain Compatible
Live Data Ingestion Sensors, APIs, and environmental streams
Spatio-Temporal Query Layer Where + when + what happened
Plugin-Ready Core Drop into your existing agent stack
Context-Aware AI Output Decisions grounded in facts, not guesses

Empowering Developers, AI Teams, Enterprises, and Researchers

Real-world insights for the teams building the next generation of intelligent systems.

Teams

Transform how your team uses time and location data. Surface the insights buried in complex, real-world signals.

Developers

Build agents and apps that reason with space and time, not just tokens. Custom tools for real-world development.

AI Teams

Give your copilots spatial awareness and real-time memory for better decisions at the moment they matter most.

AI That Knows What's Happening and Where

From custom copilots to automated pipelines, Spattio powers a new class of operations that are location-aware and time-grounded.

01

Custom Copilots & Dashboards

Create tailored copilots and dashboards that deliver actionable insights based on what's happening right now, in specific places.

02

Advanced Agent Toolchains

Integrate seamlessly with existing tools to automate processes and enhance efficiency with spatial and temporal reasoning baked in.

03

Real-Time Alerting

Receive timely alerts and insights from spatial data pipelines so you make informed decisions before conditions escalate.

04

Climate & Infrastructure Monitoring

Track environmental conditions, utility states, and infrastructure health across geographies, updated as events unfold.

05

Logistics & Supply Chain Intelligence

Answer where-and-when questions across shipping networks, ports, and distribution hubs with precision and speed.

06

Context Persistence

A memory layer that preserves spatial context across sessions.

  • Retains location history and interaction patterns
  • Enables continuity between queries without re-explaining context
  • Supports long-running situational awareness workflows

Program Status

Spattio is in active development. We are building the spatio-temporal query layer, API integrations, and the plugin framework for agent toolchains. Seeking early partners and pilot collaborators.

Active Development · Seeking Early Partners

Contact

Interested in partnering, integrating, or learning more about Spattio? We'd love to hear from you.

Thank you. Your message has been received. We will be in touch shortly.