The platform
The Compass architecture.
Five layers, one continuous stack: data sources, workflow, ontologies, view engine, agents and apps. Each layer reshapes the one below it. Built sovereign in Europe.
How the layers work together
Five layers. One continuous loop.
Sense the world. Model the context. Orchestrate the work. Decide what matters. Act where it counts. The loop runs continuously — so the next best action is always one click away.
Data sources
Client databases, files and third-party systems. Records arrive from the systems already in place — no migration, no new warehouse — and are normalised into single entities.
- Client databases, files and third-party systems
- OSINT, ERP, MES and proprietary connectors
- Transactions, IoT, geospatial, relational, unstructured
- Contract, SLA, tender and policy parsing (PDF, DOCX)
Workflow
Pipelines that clean, merge and route records. Scheduled, event-driven and API automations on top of a connection registry, with every transformation step orchestrated and observable.
- Scheduled · event-driven · API automations
- Cleaning, deduplication and change detection
- Entity resolution across sources
- Every transformation step, orchestrated
Ontologies
Entities and relationships that give data meaning. Objects, links and properties in a single model — not a fixed schema decided upstream, but a model the customer extends while working.
- Dynamic entity types and computed fields
- Unified relationships: semantic, referential, structural
- Objects, links and properties in one model
- Documents, images, video, geodata and audio as first-class objects
View engine
Views that expose the model to any surface, and decide what each surface can read. A dashboard engine and a catalogue of composable widgets, versioned so a configuration is an object with a history.
- Dashboard engine · widget catalogue
- Entity lists, KPIs, aggregates, maps and detail views
- Versioning and time machine on every view
- Visibility resolved per user, role, group and linked entity
Agents & apps
Agents and applications that act on the model, reading and writing the same objects. They produce the artifacts teams act on — under four-level visibility, an append-only audit trail and a human in the loop on what matters.
- Agent building · orchestration · evaluation
- AI Skills, reports, decks, dashboards, alerts and write-back
- Agents act with the invoking user's permissions, not a system key
- Four-level visibility, append-only audit trail, tenant isolation
- Every statement traces back to the source document
Configured, not rebuilt
Domain-specific where it matters. Domain-agnostic where it scales.
To configure Compass for a new domain, four elements change.
Ontology
Defines which entities exist and how they relate.
- Commercial domain: Account, Deal, Stakeholder, Signal, Meeting
- AML domain: Customer, Beneficial Owner, Account, Transaction, Alert, Counterparty
- Procurement domain: Tender, Supplier, Bid, Commissioner, Beneficial Owner
- Export control domain: Product, Exporter, Intermediary, End User, Jurisdiction, Sanctions List
Data pipelines
Define which sources feed the graph: internal systems, external registries, communication data, public data, specialized databases and domain-specific systems.
AI Skills & Studio
Configure the agents, workflows and playbooks that run in each domain — from revenue plays to AML triage, from tender scoring to counterparty due diligence — orchestrated in the Studio hub with a human in the loop.
Decision outputs
Define the artifacts each domain needs: prioritized actions, briefs, decks, dashboards and alerts — all traceable to the underlying evidence.
The core engine stays the same. The decision language changes.
Explainability
Every recommendation needs a reason.
Compass does not ask teams to trust a black box. Every priority comes with the entities involved, the signals detected, the relationships used, the sources referenced and the reasoning behind the recommendation.
Source-level traceability
Every node and relationship links back to its origin.
Evidence chains
Compass builds a navigable path from signal to conclusion.
Human-in-the-loop controls
Analysts, operators and decision-makers remain in control.
Audit-ready reasoning
Every action, state change and recommendation can be reviewed later.
Outputs
Skills, briefs, decks and dashboards.
Compass does not only produce recommendations. It generates the concrete artifacts your teams need to act, present, share and monitor.
AI Skills
Agent-powered skills that run inside your workflows — draft emails, enrich records, generate reports, update CRM fields and execute routine tasks with source-level traceability.
Briefs
Decision-ready documents that combine entities, signals, relationships and recommendations into one navigable narrative. Every claim links back to the evidence.
Decks
Executive-ready presentations generated from the context graph. Share findings, progress and strategic context without rebuilding slides manually.
Dashboards
Role-specific monitoring views that surface what matters now — from account health and pipeline risk to investigation status and program velocity.
Alerts
Ranked, explainable notifications triggered by material changes in the graph. No noisy alerts; only signals that need a decision.
Integrations
Connects to the systems you already operate.
Compass sits alongside your existing stack and writes back to it. No rip-and-replace, no parallel source of truth.
CRM & sales
Salesforce · HubSpot · Microsoft Dynamics · Pipedrive
Productivity
Microsoft 365 · Google Workspace · Slack · Teams
Data & warehouse
Snowflake · BigQuery · Databricks · Postgres
External signals
Public registries · Sanctions & PEP lists · News & filings · Licensed market data
Custom connectors and on-prem sources are supported on dedicated and sovereign deployments.
Trust
Production posture, sovereign by design.
SSO, encryption, audit logs, tenant isolation — designed, engineered and operated in Europe, with deployment options up to fully sovereign.
Common questions
What teams ask us about the platform.
- Do we have to replace our CRM or ERP?
- No. Compass sits alongside your existing stack, reads from it and writes back to it. Your systems of record remain the source of truth.
- Can we extend the ontology?
- Yes. The ontology is customer-owned and versioned. You can extend entities, relationships and signals; we maintain the industry baselines.
- How is every recommendation explained?
- Each recommendation carries its signals, sources, model version and reviewer. It is designed to be defensible in front of audit, regulators and your own governance.
Ready to see the architecture in your environment?
Book a 45-minute deep dive. Architecture, integrations, deployment, security — your questions, our team.