Why can this carry a real decision?
From mobility signals to implementation options people can evaluate.
Public signals enter; evidence lineage, contradiction detection and Japan-fit analysis turn them into reviewable Cases and reports. Select a stage to trace its input, transformation, output, evidence, uncertainty, human responsibility and what the system refuses to infer.
Choose a stage
Contradiction & freshness
For each stage: what enters, how it transforms, what leaves, its evidence, uncertainty, human responsibility, and what the system refuses to infer.
- Input
- Conflicts between sources; stale claims
- Transformation
- Prefer newer info, demote stale claims; unresolved conflicts are kept and flagged
- Output
- Facts with confidence labels (contradictions shown as contradictions)
- Evidence
- Date comparison, source-vs-source
- Uncertainty
- Med → Low (unresolved stays 'contradiction')
- Human responsibility
- Humans resolve unresolved conflicts
- Refuses to infer
- Never flattens a conflict into a single assertion
Six capability modules
Signal Research
Continuously surveys public sources for mobility-gap signals — service cuts, closures, waiting times, policy changes.
Output: Sourced signals
Evidence Lineage
Every statement is tied to its source and retrieval date, stored verifiably.
Output: Verifiable evidence chain
Contradiction & Freshness
Detects conflicts between sources and staleness; classifies what can carry a claim.
Output: Facts with confidence labels
Need–Solution Matching
Matches regional needs against products, technology and operating models at condition level.
Output: Fit options + missing conditions
Japan-fit Analysis
Identifies Japan-fit gaps across regulation, operating conditions, service and partners.
Output: Gaps + adaptation priorities
Case & Report Structuring
Structures validated results into Opportunity Cases and reports, routed to human review.
Output: Review-ready outputs
Evidence-chain flow
How analysis is structured — from public source types to decision material
Inputs
- Public transport plans
- Service-change notices
- Facility access information
- Regional conditions (climate, roads)
- Published product specs
- Public regulation
Outputs
- Structured need (who, where, why)
- Supporting AND contradicting evidence
- Uncertainty + missing conditions
- Japan-fit gaps
- Next validation step
- Human-review requirement
| Processing | Input | Transformation | Output | Source/date | Uncertainty | Human review |
|---|---|---|---|---|---|---|
| Extraction & normalization | Public documents & plans | Structure scope, times and impact | Structured signal | Public sources (dated) | Low | — |
| Evidence linking & dedup | Same event across sources | Bundle evidence per issue | Evidence chain | All sources retained | Low | — |
| Contradiction & freshness | Conflicts between sources | Prefer newer information; demote stale claims | Facts with confidence labels | Date comparison | Med→Low | Humans resolve unresolved conflicts |
| Need classification & matching | Regional need × product spec | Condition-level fit matching | Fit option + missing condition | Published product spec | Med | — |
| Japan-fit gap analysis | Class, standard & service-network requirements | Identify certification path + service requirements | Gap list with priorities | Public regulation | Med | Humans confirm regulatory readings |
| Case structuring & review | All of the above | Structure as an Opportunity Case | Review-ready Case + next validation | All sources inherited | Explicit | Publication/recommendation is always a human decision |
Trust foundations
- Source rights
- Collected with respect for provider rules; no login bypass or bulk scraping.
- Provenance
- Source and retrieval date kept on every statement.
- Uncertainty
- Estimates separated from facts, confidence stated.
- Permission
- No certification, endorsement or guarantees.
- Human review
- Material judgments, recommendations and releases are human-checked.
- Public boundary
- Internal data never flows onto public pages.
- External-action boundary
- No external contact or commitment happens automatically.
- Correction
- Errors are corrected with a visible record.