Sectors · 03 Eight institutions

The institutions Ithildin is built for, and the operations we run with them. All Swiss.

01 — Defense SectorFederal · Military ClassificationINTERN — GEHEIM PlatformIthildin Defense

Common operating picture, written back to command-and-control.

Customer archetypes
Schweizer Armee · Heer · Luftwaffe
Armasuisse W+T
ICT-Bund
Kommando Cyber
Engagement model
FDE on site · PSP-cleared
Air-gapped deployment
No foreign supply chain

The Swiss defense customer needs a single integrated environment to fuse signals, plan operations, and execute decisions across Heer, Luftwaffe, and Cyber-Kommando. Ithildin Defense delivers it on classified infrastructure, with provenance preserved end to end.

Built for the tempo of modern conflict. Cleared for Swiss classification frameworks. Deployable in air-gapped Swiss bunkers through Ithildin Deploy.

Use case · 01Common operating picture across Heer, Luftwaffe, and Cyber-Kommando.One ontology. Echelon-aware views. Object- and link-level analysis on a single surface.
Use case · 02Tempo management for territorial-division exercises.Decisions become operations. Course-of-action comparison and target development bound to the same objects.
Use case · 03Munitions and readiness tracking with NDP integration.Logistics and readiness data fused with intelligence reporting. Full audit trail.
02 — Intelligence SectorFederal · Cantonal ClassificationVERTRAULICH — GEHEIM PlatformIthildin Defense

SIGINT, OSINT, and HUMINT into one analyst graph.

Customer archetypes
Nachrichtendienst des Bundes (NDB)
Fedpol
Cantonal police intel units
Kapo Zürich · Kapo Bern
Tradecraft
Cross-source link analysis
Counter-intelligence deconfliction
Investigative provenance

Analysts work across sources that were never meant to talk to each other — communications metadata, open-source corpora, human reporting, financial records. Ithildin lets them work on one graph without flattening the classification of any source.

Markings propagate through the ontology. Need-to-know is enforced at every read and every write. Cross-cantonal investigations are deconflicted by purpose, not by phone calls.

Use case · 01Fusing SIGINT, OSINT, and HUMINT into a shared analyst graph.Source provenance preserved. Classification metadata travels with every object, link, and action.
Use case · 02Counter-intelligence link analysis across federal and cantonal cases.Connect entities across agencies under purpose-bound access. No data shared that need-to-know does not require.
Use case · 03Cross-cantonal investigation deconfliction.Detect parallel investigations on the same entities. Coordinate without flattening case sensitivity.
03 — Critical Infrastructure SectorRail · Energy · Telecom · Air StandardsIEC 62443 · ICT-Minimalstandard PlatformIthildin Enterprise

Switzerland runs on a few networks. Run them as code.

Customer archetypes
SBB · CFF · FFS
Swissgrid · Axpo · BKW
Zurich Airport · Genève Aéroport
Swisscom · Sunrise
Operational fit
SCADA integration
OT/IT segmentation
Incident forensics

Critical-infrastructure operators carry decades of OT and IT debt — SCADA, ERP, sensor feeds, document stores, sector-specific scheduling systems. Ithildin Enterprise integrates them in place, schema-agnostic, zero-copy, and presents trains, substations, and networks as objects with actions.

Operations stop being PDFs. They become applications on the ontology your operators already live in.

Use case · 01Grid-balancing and demand-response on the ontology.Substations, generators, loads, and weather as bound objects. AI agents that act on operational primitives.
Use case · 02Rail-network incident forensics.Reconstruct an incident timeline across signalling, traction, and dispatch logs. Replay the decision surface.
Use case · 03Water and supply-chain anomaly detection.Detect physical and cyber anomalies against the asset model. Investigate without leaving the graph.
04 — Finance SectorBanks · Insurers · Asset managers StandardsFINMA Circular 2018/3 · revDSG PlatformIthildin Enterprise · Ithildin AI

FINMA-aligned analytics. Sovereign client data.

Customer archetypes
ZKB · PostFinance · Raiffeisen
Pictet · Lombard Odier · Julius Bär
Swiss Re · Zurich · Helvetia
FINMA
Regulatory fit
FINMA 2018/3 alignment
Cross-border data sovereignty
Audit-grade provenance

The Swiss financial sector cannot afford to surface its client data inside platforms governed by foreign law. Ithildin runs AML/KYC graph analysis, sanctions screening, and market-abuse detection on customer-controlled infrastructure, in Switzerland.

For private banks operating across borders, classification and purpose-based access controls keep client-data sovereignty intact at every step of the workflow — including the AI layer.

Use case · 01FINMA-aligned AML/KYC graph analysis.Entity resolution across products and counterparties. Investigative trail preserved for examiner review.
Use case · 02Sanctions screening and market-abuse detection.Models bound to ontology objects. Every alert traceable to its evidence and to the model that produced it.
Use case · 03Cross-border private-banking client-data sovereignty.Classification-aware analytics. No prompts or client data leave the Swiss perimeter.
05 — Healthcare SectorUniversity hospitals · Cantonal networks StandardsrevDSG · Swissmedic PlatformIthildin Enterprise · Ithildin AI

Clinical operations on the ontology.

Customer archetypes
Universitätsspital Zürich (USZ)
Universitätsspital Basel (USB)
Inselspital Bern
Cantonal hospital networks
Clinical fit
Bed and OR management
Pharma R&D integration
Swissmedic submissions

Hospitals carry the most fragmented data of any Swiss institution. Ithildin maps patients, beds, ORs, devices, and clinicians to objects and to the actions clinical operations require. Bed and OR management stop being spreadsheets exchanged at handover.

For pharma R&D programs, Ithildin integrates trial, registry, and submission data with the level of provenance that Swissmedic and FDA reviewers require — without exposing patient data outside the Swiss perimeter.

Use case · 01Bed, OR, and device throughput management.Live operational picture. Capacity decisions made on the same objects clinicians already use.
Use case · 02Pharma R&D and submission integration.Trial data, registry data, and regulatory artefacts on a shared ontology. Audit-grade provenance to submission.
Use case · 03Cross-cantonal clinical research without flattening privacy.Purpose-bound access. Classification metadata preserved. revDSG-native.
06 — Manufacturing & Industry SectorIndustrial · OT-bound StandardsIEC 62443 · ISO/IEC 27001 PlatformIthildin Enterprise · Ithildin AI

Production line as first-class objects.

Customer archetypes
ABB · Sulzer · Bühler
Stadler Rail · Pilatus Aircraft
Schindler · OC Oerlikon
Cantonal industrial parks
Engagement model
FDE on the shop floor
OT-segmented deployment
Site-by-site rollout

Swiss industrials run on a mix of historians, MES, ERP, and spreadsheets that nobody owns end-to-end. Ithildin maps the line — assets, batches, orders, operators, work-cells — to a shared ontology, so production decisions are made on the same objects engineering and procurement see.

Built for OT segmentation under IEC 62443. The model lives next to the line, not in a foreign cloud. Plant-floor data never leaves the Swiss perimeter unless an operator explicitly exports it.

Use case · 01OEE and yield modelled across multi-site lines.One ontology spanning historians, MES, and quality systems. Plant-comparable metrics with full provenance.
Use case · 02Predictive maintenance bound to spare-part availability.Failure signals, mean-time-to-repair, and parts inventory on a shared graph. Maintenance planning becomes operational.
Use case · 03Supply-chain resilience under sanction and tariff regimes.Supplier exposure, dual-use restrictions, and routing alternates evaluated before a disruption, not after.
07 — Energy & Utilities SectorGrid · Generation · Distribution StandardsIEC 62443 · ENTSO-E · ElCom PlatformIthildin Enterprise · Ithildin Defense

Grid operations on a live ontology.

Customer archetypes
Swissgrid (national TSO)
Axpo · Alpiq · BKW · Repower
EWZ · IWB · AEW · cantonal utilities
Hydro and nuclear operators
Engagement model
FDE in the control room
OT/IT segmented per IEC 62443
Coordinated with ElCom oversight

Switzerland's energy operators sit between European market coupling, domestic redispatch, and an aging asset base. Ithildin fuses SCADA, balancing, market, and asset-management data on a single ontology so dispatchers, traders, and asset managers act on the same objects.

Sovereignty matters here twice: foreign-controlled grid software is a national-security category in its own right, and ENTSO-E coordination is more honest when the underlying state lives in Swiss jurisdiction.

Use case · 01Real-time balance and redispatch decisions on one operating picture.Generation, demand, market signals, and contingency reserves on a shared graph. Sub-minute decision support.
Use case · 02Asset health for hydro, nuclear, and substation portfolios.Sensor history, inspection records, and failure modes against the same asset objects engineering already owns.
Use case · 03Scenario planning for winter-shortage and regulatory stress.Coupled European market shocks and Swiss reserves run against a model the operator built — not a black box from a foreign vendor.
08 — Public Sector & Civil SectorFederal · Cantonal · Communal StandardsISG · revDSG · ISchV · eCH PlatformIthildin Enterprise · Ithildin AI

Case work that crosses departments without crossing borders.

Customer archetypes
Bundesverwaltung · departmental Ämter
Cantonal administrations (BE · ZH · GE · VD · TI)
Bundesamt für Statistik
Civil functions of NDB and FedPol
Engagement model
FDE inside the Amt
eCH-aligned interfaces
DE / FR / IT / RM throughout

Civil case work — asylum, social insurance, taxation, statistical fusion, public-records management — is where Swiss federalism shows its seams. Each Amt holds part of a citizen's record; nobody holds the whole. Ithildin maps the cross-departmental case to a single object while preserving the per-Amt classification and access boundary.

Built for trilingual public administration and for the eCH interface standards. Hosted in Switzerland, audited per ISchV, accessible only through identity-bound queries that leave a complete trail.

Use case · 01Cross-departmental case work without flattening privacy.Each Amt's classification and access rules preserved. The object is shared; the rights stay separate.
Use case · 02Statistical fusion across registers for evidence-based policy.BFS-grade methodology, with provenance preserved from raw register through published indicator.
Use case · 03Multilingual public-records search and retention.DE · FR · IT · RM at parity. Retention schedules per the federal records act, automated and auditable.

One template. Eight institutions. Same operating discipline.

Every sector engagement begins with the same five-day Ithildin Engagement: two PSP-cleared FDEs on site, working prototype on Friday.