AI-Driven Operational Systems for Regulated Enterprises
We bring AI to production in regulated enterprises — with measurable results, audit-ready governance, and no long-term lock-in.
Specialist team · Direct accountability
Pilar de la Horadada, Alicante, Spain
EU-based · GDPR compliant
KATONOMETRICA S.L.U. · CIF B21631403
Why Most AI Projects Fail
Models that never reach production
Dashboards without predictive intelligence
Lack of governance and audit readiness
Siloed data that never reaches decision-makers
Most projects stall at proof of concept because consulting and systems engineering rarely integrate. Katonometrica bridges that gap — we ship production AI with audit trails, not slide decks.
We integrate AI and advanced analytics directly into governed production systems.
Real impact, measured
Baseline: manual multi-source reconciliation taking 8+ hours per cycle. Constraint: live regulatory submission deadlines. Scope: end-to-end pipeline industrialization across EU compliance workflows — Asset Management, Europe.
Baseline: internal tooling rebuilt per engagement, no reuse. Constraint: multi-tenant isolation, regulated data residency. Scope: platformized infrastructure converted to recurring revenue product — SaaS, Financial Services.
Baseline: fragmented national-level reporting, no unified view. Constraint: 30+ EU member-state data formats, audit traceability requirements. Scope: production reporting infrastructure under institutional governance — EU Regulatory Agency.
Baseline: recurring data-quality failures causing resubmissions. Constraint: no tolerance for downstream regulatory errors. Scope: compliance pipeline redesign with validation gates and observability — Insurance, regulated operations.
Primary Industries
Financial Services
Regulatory reporting, risk dashboards, compliance pipeline infrastructure
75% reduction in regulatory reporting time.
Healthcare & Life Sciences
Clinical analytics, multi-system integration, operational visibility
500+ active users on institutional production infrastructure.
Insurance
Claims processing infrastructure, underwriting analytics, compliance systems
90% fewer errors in automated compliance pipelines.
Public Sector
Compliance reporting, data transparency, continental-scale health infrastructure
Continental-scale reporting infrastructure, 30+ countries.
Selected additional deployments include logistics and agriculture forecasting systems.
(Active clients in Spain and the EU)
Built to pass procurement, audit, and legal review
- EU-based entity (registered Spanish S.L.U., CIF B21631403)
- GDPR-compliant by design — data processing agreements available on request
- All deliverables in writing with version control and signed acceptance
- Audit trail for every pipeline run — input, transformation, and output provenance
- Infrastructure code owned by the client upon project completion
- SLA response commitments documented in engagement contracts
- No offshore sub-processing of client data without explicit written consent
- Engagement contracts available in English, Spanish, and other EU languages upon request
Predictive systems that drive margin, reduce cost, and govern risk
Business Impact
Forecast Accuracy Improvement — Reduced working capital and planning error through AI-powered predictive modeling.
AI Optimization Engines — Lower operational cost structure via model-driven process and resource optimization.
Pricing Intelligence — Margin expansion through elasticity modeling and dynamic pricing systems.
Compliance Automation — Reduced regulatory exposure with governed, audit-ready AI pipelines.
What we build for you
AI-Powered Forecasting & Predictive Systems
Time-series forecasting, multivariate models, and causal inference deployed into production. Reduce planning error, compress cycle time, and quantify risk with governed, reproducible AI pipelines.
Optimization & Decision Intelligence Engines
Constraint optimization, resource allocation, and scenario simulation engineered for operational environments. Lower cost structures and accelerate decisions under regulatory constraints.
Pricing & Revenue Intelligence Platforms
Elasticity modeling, dynamic pricing systems, and revenue optimization deployed as production services. Drive margin expansion with model-backed pricing decisions.
Governed AI Infrastructure & MLOps
Model versioning, experiment tracking, pipeline orchestration, and audit-ready governance. We productionize AI with the compliance controls regulated enterprises require.
AI Deployment Framework
Diagnostic Assessment (2–4 weeks)
Data readiness evaluation, model feasibility analysis, and prioritized use case roadmap.
Proof-of-Value System
Working prototype deployed in your environment with validated metrics.
Full AI Deployment
Production-grade system with governance, monitoring, and documentation.
Managed AI Infrastructure (SLA-backed)
Ongoing operation, retraining, drift monitoring, and performance guarantees.
Typical timeline: 4–24 weeks
Custom budget after initial diagnostic assessment. No lock-in contracts.
Why It Works
Direct accountability, deep expertise
Every project is led by specialists with direct experience in quantitative systems for regulated industries. No intermediaries, no hand-offs — accountability without layers.
AI that runs in production, not in slides
Systems combine machine learning, time-series forecasting, simulation, and optimization — engineered for secure, governed deployment. If the model doesn't run in production with audit trails, we haven't done our job.
Verify first, then scale
Every engagement begins with a Diagnostic Assessment (2–4 weeks) to evaluate fit and produce a concrete Proof-of-Value system before larger commitments. You receive scoped findings, model validation, and a working prototype — regardless of what follows. No lock-in.
We work with regulated enterprises that need AI in production — not prototypes. Direct access to quantitative systems architects on every engagement.
Based in Alicante, Spain. Founded in 2025 by professionals with extensive experience in quantitative systems and production AI for regulated industries.
Registered Spanish S.L.U. (CIF B21631403) · EU/GDPR compliant
Concrete deliverables on every engagement
AI Diagnostic & Opportunity Report
Data readiness assessment, model feasibility analysis, and prioritized AI use cases — delivered as a structured document you keep.
Production AI Pipeline
Versioned, tested, and documented ML pipeline deployed to your environment with validation gates, model monitoring, and observability hooks.
Model Governance & Audit Log
Full lineage for every model run — training data, feature versions, hyperparameters, prediction outputs, and drift metrics. Exportable on demand.
Operational Intelligence Dashboard
Live model performance visibility: prediction accuracy, data quality metrics, drift detection, and SLA breach alerting — deployed alongside production AI.
Runbook & Handover Pack
Operational documentation covering model retraining procedures, failure modes, recovery protocols, and maintenance runbooks.
Compliance Evidence Package
Structured output for regulatory review: model cards, data flow diagrams, processing records, validation evidence, and AI governance documentation.
We are not experimental AI prototypes. Not generic dashboards. Not theoretical research. Not offshore development teams. We integrate AI and advanced analytics directly into governed production systems.
Documented in every managed infrastructure contract.
Scope, outputs, and acceptance criteria agreed before work begins.
Pipeline health and data quality visible before go-live.
Run logs, lineage records, and compliance evidence — standard, not optional.
Let's discuss your project
Book a Discovery Call
Talk through your infrastructure constraints and regulatory context directly with a senior practitioner.
Book a 30-minute callDiagnostic Assessment · 2–4 weeks · No lock-in