Reference Database

The reference layer exposes concise human-readable records and machine-readable data generated from the same evidence-led production collections.

Production inventory

62 missions
46 deployable resources
18 infrastructure records
11 qualifications
13 mission batches

Core references

• Verified Mission Records
• Mission Database and Semantics
• Verified Vehicle Records
• Vehicle Economics and Staffing
• Buildings and Extensions
• Training and Personnel
• Generated FAQ
• Generated Data Exports

Verified batches

Mission Batches 2–13 document progressive Fire, Ambulance, Police, maritime, Mountain Rescue, Search and Rescue, Bomb Disposal, Airfield, Recovery and Railway evidence sets.

Interactive access

The same records power:

• Mission Requirement Lookup
• Resource and Qualification Comparison
• Concurrent Fleet Planner
• Natural-Language Query Catalogue
• Static Data API

Design principles

• stable machine-readable identifiers;
• exact UK display names plus verified aliases;
• explicit data types and units;
• source and verification metadata;
• separate guaranteed, probabilistic, conditional and alternative requirements;
• relationships between missions, resources, infrastructure and qualifications;
• deterministic generated indexes;
• validation before publication;
• unknown values remain unknown rather than silently becoming zero.

See the data standard for the complete publication contract.