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Stathon · Documented Deployments

Field Reports.

Documented outcomes from definitional infrastructure deployments. Not marketing materials — structural accounts of what changed, how, and why.

Sector
Scale
18 reports
Forge

Amsterdam Multi-Asset Liquidity Provider

Amsterdam, Netherlands

Forge Tier deployment for a multi-asset liquidity provider active across dozens of trading venues in listed derivatives, ETPs, equities, FX, and digital assets. Cross-venue MAR alert scoring and event-driven three-way reconciliation in production. False-positive rate on layering and spoofing alerts −~1/3, scoped break aging from T+5+ to within-day, ~400–560 middle-office hours/month redirected.

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Forge

European 300mm Semiconductor Manufacturer

European Manufacturing Site

Forge Tier deployment for a European 300mm power and analog semiconductor fab serving automotive Tier-1s and industrial OEMs. Cross-domain defect-yield correlation across Siemens Opcenter MES, KLA Klarity, Synopsys YieldExplorer, and SECS/GEM equipment telemetry. Yield +0.4–0.7 pp on the pilot product family, unplanned downtime −18–25% on the priority lithography and etch tool cluster, late-stage scrap reduced by approximately one-third.

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Forge

Multi-Site Private Healthcare Network

Iberian Peninsula

Forge Tier deployment for a six-site PE-backed Iberian healthcare network (~1,500 staff, ~€140M revenue) running three different HIS environments. Cross-site denial pattern detection and DRG coding inconsistency surfacing in production. Denial overturn rate +25–35%, €340K validated orthopedic coding recovery, decision latency from quarterly to within nine days of source event.

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Forge

Mid-Tier Branded Hotel Network

DACH (Germany · Austria · Switzerland)

Forge Tier deployment for a ~25-property branded mid-scale hotel network across DACH (~3,000 keys, ~€100M revenue). Forensic recovery from prior-vendor model-collapse contamination, unified operational layer rebuilt from primary records, ~€3–5M annual production-validated impact, 1,400–1,800 hrs/mo redirected.

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Vault

Regional Cooperative Bank

France

Vault Tier deployment for a French regional cooperative bank serving 1M+ customers across 200+ branches with a multi-billion-euro loan book. AML false-positive rate reduced 35–50%, ~600–750 hrs/mo redirected to enriched investigation, alert-to-déclaration de soupcon conversion approximately doubled, 14 new typologies surfaced.

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Forge

Consumer Electronics Retail Network

Rome, Italy

Forge Tier deployment for a ~90-store Italian consumer electronics retail network. Decision cycle from 9–14 days to under 60 seconds, 15–22% net margin lift per promotional event, 25–35% reduction in late-cycle markdown volume.

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Vault

Metropolitan Municipal Utility

Southern Germany

Vault Tier deployment for a Southern German multi-utility Konzern serving ~1.6M customers. Unified asset condition layer across PSIcontrol SCADA, GE Smallworld GIS, and SAP PM. ~€0.7–1.1M annual OPEX efficiency, cross-system assessment from hours to seconds.

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Forge

Agricultural Cooperative

Northern & Eastern Netherlands

Forge Tier deployment for a €1.8B+ Dutch agricultural cooperative managing 2,400+ farms and 160,000+ hectares. Compliance preparation from 6 weeks to 8 days, ~1,000–1,150 hrs/mo redirected, €105–175K annual penalty exposure eliminated.

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Forge

Precision Components Manufacturer

Central Bohemia, Czech Republic

Forge Tier deployment for a Czech automotive tier-2 supplier producing stamped and CNC-machined components. Traceability query response from 4–8 hours to under 30 seconds, VDA 6.3 audit score from 78% to 86%, quality documentation burden reduced 40–50%.

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Vault

Top-10 European Pharmaceutical Manufacturer

Europe (14 Manufacturing Sites)

Vault Tier deployment across manufacturing quality and clinical trial operations. Deviation investigation cycle time reduced 35–45%, database lock cycle time reduced 25–35%, cross-site quality escalation latency compressed from 4–7 days to under 4 hours.

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Vault

Regional Mortgage Lender

Western Norway

Vault Tier definitional infrastructure for a regional Norwegian mortgage lender processing ~14,000 applications/year. Conditional approval cycle reduced from 11 to 4 working days, manual document re-requests down 55–60%, AML transaction pattern scoring operational.

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Forge

Cross-Border Dental Network

Budapest, Hungary

Definitional infrastructure for a €8M+ cross-border dental network spanning 19 countries. ~€890K Year 1 impact (~11% revenue), decision cycle from 7-day manual to sub-minute, 30–35% booking-to-arrival attribution coverage improvement.

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Forge

Lower Saxony Regional Fleet Operator

Hannover Region, Germany

Definitional infrastructure for an 18-vehicle regional carrier. Dispatch cycle from half-day batch to continuous real-time, 45–55% reduction in status-check calls, full DSGVO compliance framework from zero documentation.

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Forge

Central Polish Poultry Processor

Central Poland

Definitional infrastructure for a ~180,000 birds/week poultry processing operation. Yield loss reduced by an estimated 0.8–1.2 percentage points, decision latency from shift-end to under 4 minutes, ~€280–420K estimated annual margin impact.

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Forge

Austrian Multi-Site Private Hospital Group

Vienna & Regional Sites, Austria

Six private hospitals across four Austrian regions unified into a single operational reality. Central capacity planning decision cycle compressed from days to minutes. Manual cross-site reconciliation reduced by 40–55%.

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Forge

MVZ Dental Group

Munich, Germany

Definitional infrastructure deployment for a Munich group practice operating 52 licensed dentists and 38 treatment units. Treatment unit utilization rose from 59–63% to 73–78%; no-show rate dropped from 13.4–15.1% to 7.9%.

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Forge

Mid-Size E-Commerce Retailer

Vienna, Austria

Integration of API-less legacy systems for a ~€5.4M Austrian e-commerce retailer. 1,500–2,000 work hours freed monthly, ~€650,000 annualized financial impact, AI-powered predictive capabilities deployed.

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Forge

Private Hospital Group

Budapest, Hungary

Unification of seven isolated systems for one of Hungary’s largest private hospital groups. Lab result processing from 52–90 minutes to 4–9 minutes, billing error rate reduced to a fraction, monthly financial close from weeks to one business day.

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