AI Technology
Natural Language Search
Query your entire security and fleet dataset in plain English — no filters, no date pickers, no report configuration. Just ask the question and Akilapa Guardian answers instantly.
Live on this site: Guardian Tags located in Apple Find My and Google Find Hub, plus the Customer Portal (register paid serials, last-seen when we have it, geofences, in-app and email alerts). Personal and Business subscriptions are self-monitoring. Akilapa watch is a paid add-on in staffed hours.
Not live here: native Guardian apps, continuous Tag GPS, WhatsApp/SMS, engine immobilisers, CCTV, AI theft scores, or a 24/7 household SOC / 94-minute recovery SLA. Fleet and government programmes are quote-only.
How it works
Natural Language Search converts plain-English questions into structured database queries and AI analysis, returning answers with supporting evidence.
Step 1
Query Interpretation
The NL engine parses the user's question to identify intent, entities (vehicles, drivers, dates, locations), and the type of response expected (data, map, chart, or narrative).
Step 2
Data Retrieval
The interpreted query is translated into optimised database queries across the platform's data lake — returning relevant records, events, and aggregated metrics.
Step 3
Response Generation
Results are formatted for the query type — a map for location questions, a table for list questions, a chart for trend questions, and a narrative paragraph for complex analysis.
Data inputs
- All platform data: trips, alerts, events, scores, incidents
- User's organisational context (their assets, drivers, sites)
- Query history for intent disambiguation
Outputs
Direct Answer
Plain-English response to the question
Supporting Evidence
Data table, map, or chart supporting the answer
Follow-up Suggestions
Related questions the user might want to ask next
Example insight
Query: 'Which drivers had more than 5 harsh braking events last week?' → Returned: 4 drivers. Chukwudi Okafor (12 events), Musa Ibrahim (8 events)... [table with full data]. Suggested: 'Show Chukwudi's worst trip this week'
See Natural Language Search on your fleet
Buy Guardian Tags and run self-monitoring in the Customer Portal. Cellular GPS, CCTV, and 24/7 recovery are sales conversations — not this checkout.