Home/Offerings/Offering 03 · Data & AI
Offering 03 · Data & AI

Ask a question about anywhere. Get an answer with evidence.

A location-insight service from our portfolio: curated, analytics-ready geodata served from a warehouse-grade engine, an AI assistant that turns plain-language questions into maps and numbers, and monitoring that alerts you when conditions on the ground change.

Secondsfor country-scale aggregations
Plain languagein, evidence out
24/7event monitoring & alerts
API-firstfor your apps and BI
What you get

Capabilities, in plain terms.

Analytics-ready datasets

Administrative boundaries, points of interest, population and environmental layers — cleaned, conflated and versioned so analysis starts at the question, not the data janitorial work.

Warehouse-grade engine

A columnar analytics store built for spatial aggregation at scale: filter, join and summarise millions of records interactively instead of overnight.

AI insight assistant

Ask in plain language — "which districts flooded twice in five years and how many shops are exposed?" — and get maps, figures and the query trail behind them. The assistant reaches live data through open tool protocols, so answers cite sources instead of hallucinating them.

Event monitoring & alerts

Standing watches on conditions you care about — flood indicators, area change, threshold breaches — pushed through a notification API to the people and systems that must react.

Insight APIs

Every dataset and every computed insight is available over documented APIs — embed them in your products, dashboards or data warehouse.

Dashboards & reporting

Decision-ready views for teams who live in browsers, not notebooks — with exports your analysts can take further.

Where it fits

Use cases we deploy it for.

Retail & consumer

Site selection & expansion

Score candidate locations on catchment, competition, footfall proxies and accessibility — ranked lists with the evidence attached.

Banking & insurance

Risk & climate exposure

Quantify portfolio exposure to flood and hazard patterns, monitor live conditions, and document the methodology for regulators.

Government

Situational awareness

A common operating picture during monsoon season: what is affected, what is at risk next, and who needs to know — automatically.

Strategy teams

Market analysis

Size markets by geography, track where demand concentrates, and brief leadership with maps that carry their own footnotes.

Under the hood

A modern insight stack — columnar analytics, retrieval-grounded AI, and standard interfaces at every seam.

REST APIsColumnar analytics storeLLM assistantModel Context ProtocolNotification APIGeoJSON / Parquet outBI-tool readyCloud-hosted

The AI assistant is grounded in your licensed data and open datasets — every answer keeps its citation trail. We will happily demonstrate on your own area of interest.

See your market through insight data.

Vendor-neutral advice first, paperwork second. Email us or send the form — response within two business days (SGT).

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