Product

One information layer. The right source.

PlaceRouter determines which source, or combination of sources, should answer a real-world information requirement for a given field, location, time, freshness and confidence.

01

Discover

Identify the systems that could hold the requested information.

02

Evaluate

Score each candidate on reliability, freshness, coverage, authority, cost, latency and rights.

03

Route

Select the source or combination for each field, place and moment.

04

Verify

Reconcile disagreement and attach provenance to every value.

05

Learn

Measure how each source performed and improve the next decision.

Under the hood

01Discover+

Resolve which real-world entities the request refers to, then map the systems that could hold the fields: sensor networks, operators, government systems, commercial APIs, first-party systems.

Entity resolution · Source discovery · Access and authentication
02Evaluate+

A source is not good or bad. It performs differently by geography, time, field, hardware class and horizon. Evaluation is measured, not assumed.

Reliability · Freshness · Coverage · Authority · Cost · Latency · Rights · Provenance
03Route+

Routing can happen per record or per field. Visibility from one network, closures from the authority, speed from a commercial feed. When a source fails or falls outside policy, another route is selected.

Field-level routing · Routing policies · Fallback
04Verify+

Sources disagree. PlaceRouter weighs conflicting evidence using what it knows about each source, records the disagreement, and returns structured data with source, timestamp and confidence on every value.

Reconciliation · Provenance · Confidence
05Learn+

Every routed request produces evidence about source performance. That evidence is domain-specific: per-hardware calibration helped in air quality; per-station personalization hurt in weather. The router is designed to learn those differences.

Source intelligence · Domain-specific behavior · Active research
Dubai at night photographed from the International Space Station, road and district networks traced in lightImage · NASA
Discover

Resolve what the request refers to.

A provider ID, a sensor ID, an asset ID, a facility name and a pair of coordinates can all be one real-world entity. Discovery starts by resolving that, then mapping the systems that could hold each field.

A container ship leaving port, seen from above
Route

One answer can come from more than one source.

Image · CC0
Field-level routing

Choose the source per field, not per provider.

The best source for a location is not the best source for every field about it.

Traffic speedCommercial traffic feed
Road closureState DOT
VisibilityWeather network
Surface conditionRoad sensor
ProvenanceAttached to every field
Under the hood: watch a record assemble field by field+
Request
Candidate sources
Assembled responsewaiting
Architecture example · synthetic values Provenance attached to every field
Routing policies

PlaceRouter routes within your requirements.

State what matters: freshness, confidence, rights, cost, approved providers. Routing decisions stay inside that policy.

Freshness< 15 min
ConfidenceHigh
RightsCommercial
Under the hood: full policy controls+
routing policyIllustrative controls
Optimize for
Freshness requirement
Maximum information cost
Approved providers
Fallback
Minimum confidence

    
Rows of photovoltaic panels on a farm seen from aboveImage · USDA
Verify

Provenance on every value.

Sources disagree. PlaceRouter weighs the conflicting evidence, records the disagreement, and returns each value with its source, timestamp and confidence.

Working with PlaceRouter today

PlaceRouter Intelligence Pilot.

The universal API is not finished. Organizations work with PlaceRouter now through a pilot: one information requirement, its candidate sources mapped, connected, benchmarked and routed, with data returned with provenance and performance measured over time.

  1. 01Define the information requirementFields, locations, freshness, confidence, rights.
  2. 02Map candidate sourcesSensors, operators, government systems, commercial feeds, first-party systems.
  3. 03Connect and normalizeAccess, authentication, shape, units, identifiers.
  4. 04Benchmark performanceAgainst observed outcomes, by region, field and time.
  5. 05Identify gaps and failure modesWhere coverage ends, where sources disagree, where they fail.
  6. 06Develop routing logicPer field, per location, within policy, with fallback.
  7. 07Return data with provenanceSource, timestamp, confidence on every value.
  8. 08Measure over timeSource performance is not static. Neither is the routing.
Problems a pilot starts from
  • "We need reliable environmental observations across our operating locations."
  • "We need current transportation conditions with strict freshness requirements."
  • "Our AI system depends on several providers and we do not know when each should be trusted."
  • "We need to understand which source performs best in different regions."
Wind turbines across open farmland with mountains behindImage · Public domain
Learn

Source performance is measured, not assumed.

Per-hardware calibration helped in air quality. Per-station personalization hurt in weather. Freshness cost accuracy in transit. The router is designed to learn those differences per domain.

Read the research
Who PlaceRouter is built for

Systems that act on the physical world.

Categories, not customers. Real relationships will be shown when they exist.

AI can reason.
PlaceRouter connects it to the world.

Tell us the information requirement your system depends on. We will show you how PlaceRouter would evaluate and route it.