Six Layer Architecture

Six Layer Architecture

Six operational layers connected by a cross-cutting coordination fabric. Select any layer — or the Layer 0 fabric itself — to explore how UFIS coordinates intelligence across the entire architecture.

L6 · Layer detail
Intelligence Applications& Experience

Layer 6 is the presentation and intelligence-consumption layer of UFIS. It delivers coordinated intelligence to people, applications, autonomous agents and connected systems through executive dashboards, operational workspaces, mobile applications, natural-language queries, AI copilots, alerts, reports, visualisations, simulation interfaces, APIs and automated decision experiences.

Layer 6 presents governed intelligence produced by the underlying UFIS architecture. It is not intended to operate as the platform's primary storage environment or system of record.

The information displayed at Layer 6 should be tailored according to the user's role, authority, operational context and permitted level of access.

Executive Dashboards
Operational Workspaces
Natural-Language Queries
AI Copilots
Alerts and Notifications
Reports and Visualisations
Simulation Views
Mobile Applications
Intelligence APIs
Automated Actions

One architecture. Six operational layers. One coordination fabric.

UFIS converts measurable change into governed operational intelligence.

Layer 3 connects participating external systems.

The Unified Signal Object creates a common intelligence representation.

Layers 2 through 5 organise, contextualise, analyse and predict operational conditions.

Layer 6 presents intelligence to users, applications and autonomous services.

Layer 1 protects identity, access, trust, security and governance.

Layer 0 connects the complete architecture by moving signals, intelligence outputs, governance instructions, workflow states and outcomes between every participating component.

UFIS is not another dashboard, database or ordinary integration platform. It is a coordination architecture designed to enable independent systems to understand and act upon their wider operational environment.

End-to-end signal flow
01
External Systems
02
Layer 3 Connections
03
Layer 0 Fabric
04
Unified Signal Objects
05
Intelligence Processing
06
Layer 6 Experience
07
Governed Action
08
Outcome Feedback

A signal enters through Layer 3, is routed through the Layer 0 fabric, processed across the architecture, presented at Layer 6 and returned as a governed outcome event.

Data and Storage Architecture · polyglot by design

UFIS does not rely on a single database technology. Operational intelligence requires many different data characteristics — high-frequency sensor readings, structured transactional records, unstructured documents, imagery, relationship structures, semantic representations and historical operational memory. UFIS therefore adopts a polyglot storage architecture in which each type of information is retained in the storage service most appropriate for it.

Relational databases
Structured transactional records, master data and business entities.
Time-series stores
High-frequency sensor, telemetry and operational measurement data.
Object storage
Documents, imagery, video, audio and large raw source payloads.
Graph databases
Entity relationships, dependencies and causal structures.
Vector databases
Semantic representations supporting AI retrieval and similarity search.
Event / stream stores
Ordered operational events moving through the coordination fabric.
Analytical warehouses
Historical analysis, reporting and long-horizon aggregation.
In-memory caches
Low-latency operational state for real-time presentation.
The coordination is the invention

The Unified Signal Object provides a consistent intelligence representation across all of these storage services, allowing UFIS to coordinate information without forcing every form of data into a single technology. The architectural contribution of UFIS is not the choice of any individual storage technology, but the coordinated intelligence layer that unifies them into one governed operational model.

Predictive Intelligence Framework · coordinated model categories

UFIS does not depend upon a single analytical technique. Predictive intelligence is delivered through a coordinated framework of complementary model categories, each selected according to the operational question, the available data and the governance requirements of the decision.

Model category
Descriptive models

Establish what is currently happening across connected operations.

Condition summarisation
Operational state classification
Pattern description

Model categories operate together within one governed intelligence workflow rather than as isolated analytics tools.

End-to-end operational example
Illustrative scenario · mining and logistics
A rainfall forecast becomes a coordinated operational decision
Step 1 of 9
Signal detected

External meteorological services indicate a significant rainfall event approaching an open-pit mining operation. The forecast enters UFIS as an external data signal.

This scenario is illustrative and describes the coordination sequence rather than results from a specific deployment.

Architectural characteristics
Coordinated
Layer 0 connects every layer, service and node.
Modular
Flexible. Extensible. Future-ready.
Cloud-Native
Built for the cloud. Optimised for scale.
Secure by Design
Security and governance built in, not bolted on.
Interoperable
Connects everything. Works everywhere.
Outcome Driven
Designed to deliver real-world impact.
Terminology
Unified Signal Object
A standardised intelligence object representing a measurable event together with its time, location, source, trust, confidence, governance, relationship and lifecycle attributes.
Coordination Fabric
The communication and orchestration environment connecting UFIS services, layers, systems and distributed nodes.
Coherence
A measure of how effectively connected systems, decisions and operational conditions are aligned.
Operational Memory
A structured record of signals, relationships, decisions, actions, outcomes and learned operational experience.
Federation
Controlled exchange of governed intelligence between independent UFIS deployments or participating organisations.
Provenance
Information identifying where a signal originated and how it has been processed.
Governed Orchestration
Execution or coordination of actions subject to authority, policy, risk and human-review requirements.