05 / CONNECT THE CONTEXT

Find the dependencies hidden across sources.

Shelob connects records through place, time, proximity and networks to reveal shared exposure, access constraints and points of failure that no single source shows.

WHAT IT MEANS

A relationship can be a direct overlap, a shared corridor, a nearby asset, a common observation window or a dependency that only appears after several datasets are joined.

SHELOB / connect_sourcesILLUSTRATIVE
ASK SHELOB

Which sites depend on the same road corridor and are also exposed to rising flood risk?

DATA CONNECTED
Spatial overlapProximityShared identityTime windowsNetwork links
WHAT COMES BACKTwo sites share the same point of failure.
9 feature classes31 attributed sources2 km network scopeRelationship path viewable
02 / WHAT SHELOB DOES

See where place, time and networks intersect.

01

Connect the layers

Join parcels, hazards, infrastructure, activity, access and environmental observations around the same place.

CONNECTS
Sites · corridors · utilities · hazards · activity · neighbouring assets
WHAT YOU GET
Conditions that sit across source boundaries become queryable together.
02

Find shared exposure

Identify assets that depend on the same road, substation, catchment, labour market or service area.

CONNECTS
Network paths · service areas · proximity · common dependencies
WHAT YOU GET
Portfolio-level concentration and single points of failure become visible.
03

Explain the connection

Inspect every relationship step, observation date, source record and confidence value behind the result.

CONNECTS
Relationship path · evidence windows · attribution · confidence
WHAT YOU GET
A finding that can be tested, monitored and used by people or machines.
03 / EXAMPLE ANSWER

Which sites depend on the same road corridor and are also exposed to rising flood risk?

RELATIONSHIP PATH / PORTFOLIO QUERYILLUSTRATIVE
Two sites share the same point of failure.

Four logistics sites depend on one road corridor. Two are also moving towards higher flood exposure and neither has an equivalent secondary route. The result shows the corridor, affected sites and every source used to establish the relationship.

9 feature classes31 attributed sources2 km network scopeRelationship path viewable
04 / PUT IT TO WORK

Act on the dependency behind the individual asset.

INSURANCE + FINANCE

Find concentration before the event

See which insured assets, borrowers or investments share an access route, hazard catchment or infrastructure dependency.

Accumulation · due diligence · portfolio exposureSet up the API ↗
OPERATIONS

Find the dependency behind disruption

Connect sites to roads, utilities, suppliers and surrounding activity before continuity planning or an incident.

Critical paths · alternatives · monitoringAsk Shelob about a place ↗
AGENTS

Traverse the evidence, not a black box

Let an agent follow bounded relationship paths and return the supporting record at every step.

Relationship tools · attributed JSONConnect your agent ↗
PRODUCTS + AI

Add context a single feed cannot provide

Put relationship search, contextual alerts and grounded dependency data into products and model workflows.

REST endpoints · retrieval data · alertsSet up the API ↗

Ask about a site, corridor, portfolio or supply network.

Ask Shelob about a place ↗Connect your agent ↗Frontier AI data ↗