Chimera connects global events to the actual dependencies of your enterprise — then forecasts how disruption may propagate, when it becomes material, what it could cost and which decisions remain viable as conditions evolve.
Modern organisations operate across cybersecurity, supply chains, operations, finance, regulation, markets and global events — but consequences do not stay inside those boundaries.
Existing systems monitor pieces. Chimera connects change to enterprise context and downstream consequences, giving teams a shared view of what may be affected and what remains possible.
Chimera maps products, components, suppliers, sub-tier dependencies, facilities, infrastructure, IT and cloud systems, routes, ports, chokepoints, inventory, business functions and financial exposure into one connected operational model — shared by humans and AI.
The outcome is produced by a continuous intelligence system — not a single model, and not a dashboard. Follow one event through the engine.
Chimera continuously takes in external and enterprise signals — global events, advisories, cyber activity, market movement, logistics telemetry and the state of internal systems.
Signals are validated before they are trusted. Sources are weighed, corroboration is sought, confidence is scored and provenance is preserved for every claim.
The verified event meets the living operational model — the ontology of products, suppliers, facilities, routes, systems and functions that gives change operational meaning.
Chimera traces how the disruption can travel — across suppliers and sub-tier dependencies, components, facilities, routes, systems and inventory positions.
Not everything that propagates matters. Chimera estimates when downstream effects cross operational and financial thresholds — when a risk becomes a business problem.
Scenarios and causal pathways project how conditions may evolve — informed by historical analogues and carried with explicit uncertainty.
Consequences are expressed in operational terms — capacity, service, commitments — and in potential financial exposure across business functions.
DDI ranks the remaining alternatives, computes option half-life and shows how the decision window is collapsing while conditions evolve.
Humans, Sentinel and AI co-workers work from the same decision record — with monitored execution and escalation when reality deviates from the plan.
The outcome feeds back — historical memory, model calibration, logic refinement and pattern recognition — so the next disruption is recognised earlier.
Watch Chimera move from signal investigation to connected operational context inside the working interface.
Disruption rarely arrives where it will hurt. Chimera traces the chain between an external event and the operations, commitments and revenue that eventually feel it.
Chimera forecasts how disruption may propagate and estimates when downstream effects cross material operational or financial thresholds — so teams act on timing, not just severity.
Knowing what to do is not enough. You need to know how long you still have the ability to do it.
Chimera evaluates the alternatives that remain as a situation evolves — their expected operational consequences, potential financial consequences and switching time — and shows how each option decays. Some alternatives expire long before the impact arrives. Dynamic Decision Intelligence (DDI) makes that visible while the window is still open.
AI is a capability within Chimera, not the category. It reasons over the same living operational model as your teams — and can take on real intelligence work inside it.
Sentinel understands enterprise context, evidence, dependencies, scenarios, exposure, forecasts and decisions — and answers the questions that matter under pressure:
Delegate ongoing intelligence work to AI co-workers operating within the same enterprise context. They monitor, investigate, assemble evidence, track suppliers and dependencies, maintain scenarios, prepare briefings, watch decision windows and escalate meaningful change.
Supply & Dependency Intelligence
Traces semiconductor exposure through suppliers and dependency paths.
Geospatial Intelligence
Monitors maritime, aviation and infrastructure conditions.
Cyber Intelligence
Watches cyber activity affecting GMG logistics and technology dependencies.
Decision & Scenario Intelligence
Stress-tests mitigation options against the operational model.
Evidence & Reality Integrity
Challenges assumptions, contradictory evidence and material unknowns.
Specialist co-workers can cooperate on the same event and contribute to a shared decision record — not isolated chat agents.
AI extends the organisation. Humans remain accountable for consequential decisions — with explicit escalation and approval boundaries around anything that matters.
Chimera continuously compares emerging conditions with historical events — precursor signals, propagation paths, decisions taken and how they turned out — to surface resembling patterns while there is still time to use them.
Observe physical change before it becomes a report.
Satellite and geospatial observation can reveal congestion, vessel stacking, route disruption, infrastructure change and chokepoint pressure — and Chimera connects that physical change directly to the suppliers, routes, inventory and exposure it touches.
Studios are built for operators, analysts and intelligence teams — not only developers. They turn your organisation's own logic, context and workflows into part of the system.
Build ingestion, enrichment, transformation and intelligence workflows.
↗Turn conditions into governed action — rules, triggers, WHEN/IF/THEN logic, notifications, escalations and reusable evaluations.
↗Build an AI workforce around your organisation — persistent, bounded AI operators with role, tools, permissions, knowledge, instructions and escalation rules.
↗Interrogate operational data, build analyses, SQL and reusable data views.
↗Follow a representative enterprise disruption through Chimera — from the operating picture and operational twin to propagation, forecasting, scenario analysis, decision intelligence, AI operators and Sentinel.
Representative product scenario. GMG Industrial Systems / Taiwan semiconductor capacity disruption. Certain enterprise states, scenarios and analytical outputs are representative or modelled for demonstration purposes.
Chimera connects external change to the enterprise operational twin, traces downstream propagation, estimates when consequences become material, evaluates the remaining decision space and coordinates intelligence work across humans and AI.
A production architecture for understanding what changed, how it propagates, when it becomes material, what it could cost, which options remain and what the organisation learns after it acts.
Continuous external + enterprise observations, collected with provenance.
Evidence is normalised, validated, attributed and retained before it influences reasoning.
Satellite + SAR/optical observations · spatial digital twin · ports · airports · routes · chokepoints · critical infrastructure · congestion/stacking · physical change detection · operational geographies.
One continuously updated operational truth shared by humans, models and AI co-workers.
Intelligence families operate against the shared operational model.
Dependency / Propagation
Evaluates how a verified disruption may move through connected suppliers, components, facilities, routes, systems and business functions.
Current representative scenario Evaluating disruption pathways through the representative GMG operational twin.
What changed → why it matters → what becomes exposed → what is likely to happen next.
When does a signal become a material operational or financial problem?
Which decisions remain viable — and how quickly is each option disappearing?
AI extends the organisation; humans remain accountable for consequential decisions.
Every disruption, decision and outcome becomes intelligence for the next one.
Chimera is built in Stockholm with Swedish sovereignty and security treated as first-order production architecture requirements. Control over data residency, jurisdiction, access, infrastructure and deployment architecture is designed into the platform from the beginning — not retrofitted once scale or compliance pressure arrives.
Sovereignty and security are architecture decisions — not features added later.
Engineered in Sweden so local control, ownership and operational culture are the default starting point.
Deployment architectures designed so operational data and intelligence stay under the residency model the organisation requires.
Built for Swedish and European legal and regulatory jurisdiction from the first design decision.
Governed access, role separation and auditability treated as core system behaviour — not an afterthought.
Flexible deployment models shaped around Swedish and European enterprise and public-sector requirements.
Specific residency, infrastructure and deployment commitments are defined per engagement and documented in the architecture — not asserted as universal certifications or assurances.
Chimera gives each role the context needed to move from awareness to action without losing the connected view.
Understand enterprise consequences and decision trade-offs.
See exposure, time-to-impact and response options.
Investigate connected evidence and propagate implications.
Understand supplier, route, inventory and infrastructure dependencies.
Chimera was created around the operational overhead of connecting geopolitical, cyber and strategic intelligence to the realities of an organisation.
It is designed to help smaller teams operate with greater leverage and larger organisations coordinate with more clarity across the decisions that matter.
Executive research and operational reconstructions examine how geopolitical, cyber, supply chain and infrastructure disruptions move through enterprise operations.
Tell us what your organization is trying to understand. We will follow up with the right context.