Multimodal AI
More than one data type.
VIGIA-X can combine video, images, telemetry, GPS, structured data and text into operational context.
Technology
Deep technology. Controlled architecture.
VIGIA-X separates acquisition, application logic, data, AI and operational control so each layer can scale, evolve and remain governable.
01INGEST
Video, IoT, GPS, mobile, alarms, documents.
02NORMALIZE
APIs, parsers, event schema, deduplication.
03UNDERSTAND
Vision, anomaly, predictive, NLP, LLM.
04GOVERN
Roles, rules, thresholds, approvals.
05ACT
Operator, mobile, mission, escalation.
06TRACE
Timeline, evidence, logs, reporting.
Predictive Intelligence
Learn from operational history.
Models can detect recurring patterns, trend changes, route anomalies, timing deviations and emerging risk indicators.
LLM Orchestration
Use language models as controlled cognitive services.
Model routing, fallback and task specialization allow semantic intelligence without making one model the authority of the system.
Edge Computing
Keep local context close to the field.
Local services can filter events, maintain buffers, support continuity and reduce unnecessary external data movement.
Cloud Intelligence
Scale intensive analysis separately.
AI workloads, reporting, central orchestration and group-level functions can scale independently from field systems.
API Security
Clients do not own the database.
Backend APIs mediate access. Device identity, tokens, authorization and context can be validated per operation.
AI engine
Probabilistic intelligence inside a deterministic system.
The AI layer can suggest, classify, rank and predict. Business rules and operational permissions remain explicit in the application layer.
Vision
DetectionTrackingScene contextThermal events
Predictive
TrendsDeviationRisk rankingForecasting
Language
ExtractionClassificationSummariesOperational notes
Optimization
SchedulingRoutingDispatch supportConstraint solving
Enterprise architecture
Security by architecture, not by slogan.
Identity
User, device and mission context.
Granular identities and revocable access patterns reduce unnecessary exposure.
Segmentation
Separate field, application, data and AI concerns.
Compartmentalized responsibilities reduce the blast radius of failures or compromise.
Observability
Make actions reconstructable.
Logging, event history and audit data support technical operations, governance and incident analysis.
Engineering discussion
Bring your existing stack.
VIGIA-X is designed to sit above heterogeneous systems through controlled integration—not require a complete infrastructure reset.