Deploy secure AI for critical workflows in government and regulated industries — built for accuracy, governance, and data sovereignty.
“By 2027, organizations will use small, task-specific AI models three times more than general-purpose LLMs.” — Gartner
Pangeanic is Gartner-recognized for Emerging Tech: Conversational AI Differentiation, the Hype Cycle for Language Technologies, and Market Guide for Data Masking and Synthetic Data.
Generic AI is a risk. Pangeanic delivers private, task-specific Small Language Models (SLMs) built for data sovereignty, auditability and expert precision — deployed on your terms.
In regulated enterprise and government sectors, the cost of a wrong answer is absolute. While general-purpose LLMs excel at open-ended fluency, they lack the determinism required for mission-critical operations. Pangeanic’s task-specific SLMs are engineered for bounded workflows, using constrained vocabularies and validated grounding to reduce hallucinations and improve control. By shifting from massive to specialised models, organisations gain higher accuracy, lower operational costs and full sovereignty over their data and infrastructure.
Transition from generic LLMs to task-specific SLMs. We fine-tune models on your proprietary data within a secure, air-gapped environment for bounded workflows to ensure 100% data sovereignty and expert-level accuracy.
An enterprise-grade platform to deploy, orchestrate, and monitor task-specific AI systems in production. ECO facilitates air-gapped and on-premise deployments, integrates with existing data lakes, and provides the governance, traceability, and human-in-the-loop controls required for sovereign AI lifecycles.
Beyond simple translation. Task-specific intelligence for real-world, multilingual workflows where precision is a legal or operational requirement. From automated machine translation or private cloud Deep Adaptive AI Translation, to PII masking or knowledge discovery, and document processing, our solutions prioritize determinism and regulatory alignment.
We do not rely on promises; we provide audit logs, model provenance and data-residency controls that make mission-critical AI deployable at scale. From national tax authorities to intelligence platforms and global news agencies, organisations trust Pangeanic where the cost of failure is absolute and sovereignty is non-negotiable.
Across regulated industries and government, organizations are moving from general-purpose Large Language Models to task-specific Small Language Models designed for bounded workflows, predictable behavior, and operational governance.
This shift addresses AI risk, cost, and accountability. Domain-adapted SLMs are easier to validate, cheaper to operate, and significantly more reliable in production—especially for multilingual, compliance-driven environments.
Pangeanic has engineered language-focused neural systems for two decades, through EU-funded language technologies and secure enterprise deployments. This positions us to operationalize the shift from AI experimentation to governed infrastructure.
ECO Intelligence Platform gives technical teams precise control over every layer — from model fine-tuning parameters and inference endpoints to governance policies and deployment configurations.
Configure air-gapped inference, set human-in-the-loop thresholds, route outputs through MTQE validation pipelines, and extend with custom RAG connectors — all from unified dashboards that maintain full auditability and compliance.
DoD-certified NMT deployed in Veritone aiWARE for law enforcement intelligence. Translates cartel slang during real-time operations with zero data leakage.
Spain's AEAT: adaptive MT + PII masking for cross-border compliance workflows meeting sovereign data residency requirements.
20+ years delivering Horizon programs in neural MT, anonymization, multilingual AI infrastructure.
| Feature | General-Purpose LLMs (GPT-4) | Standard Open-Source SLMs | Pangeanic Task-Specific SLMs |
|---|---|---|---|
| Primary Goal | Broad reasoning & generic fluency | Generic efficiency & base fine-tuning | Mission-critical determinism & expert accuracy |
| Hallucination Risk | High (Probabilistic "best guess") | Moderate (Requires heavy prompting) | Minimal (Bounded vocabularies & MTQE gates) |
| Data Sovereignty | None (Cloud-dependent / US-hosted) | High (If self-hosted by client) | Total (Sovereign European infrastructure / Air-gapped) |
| Domain Expertise | Surface-level (Internet-trained) | Generic (Pre-trained base) | Deep-Tech (Trained on 20yrs of Law, Defense, & Gov data) |
| Auditability | Black Box (Proprietary weights) | Partial (Open weights, hidden data) | Full Traceability (Model provenance & human-in-the-loop) |
| Best For | Creative writing & generic assistance | General automation & experimentation | Regulated workflows, Defense, & Law Enforcement |
DoD Iron Bank–certified Neural Machine Translation engine deployed within Veritone aiWARE. Translates cartel slang and coded language during crowd monitoring and interrogations with defense-grade security, zero data leakage, and real-time decision support.
Secure multilingual processing for Spain's IRS (AEAT), handling cross-border compliance workflows with adaptive MT engines and PII masking that meet sovereign data residency requirements.
Twenty years delivering EU-funded research in neural MT, anonymization, and multilingual AI infrastructure — from Horizon programs to national innovation seals — now powering commercial sovereign deployments.
"Pangeanic's secure language intelligence powers real-time decisions across Western government agencies, law enforcement operations, and regulated enterprises — from intelligence platforms to cross-border compliance workflows."Button
DoD Iron Bank–certified Neural Machine Translation engine deployed within Veritone aiWARE. Translates cartel slang and coded language during crowd monitoring and interrogations with defense-grade security, zero data leakage, and real-time decision support.
Secure multilingual processing for Spain's IRS (AEAT), handling cross-border compliance workflows with adaptive MT engines and PII masking that meet sovereign data residency requirements.
Twenty years delivering EU-funded research in neural MT, anonymization, and multilingual AI infrastructure — from Horizon programs to national innovation seals — now powering commercial sovereign deployments.
"Pangeanic's secure language intelligence powers real-time decisions across Western government agencies, law enforcement operations, and regulated enterprises — from intelligence platforms to cross-border compliance workflows."Button
DoD Iron Bank–certified Neural Machine Translation engine deployed within Veritone aiWARE. Translates cartel slang and coded language during crowd monitoring and interrogations with defense-grade security, zero data leakage, and real-time decision support.
Secure multilingual processing for Spain's IRS (AEAT), handling cross-border compliance workflows with adaptive MT engines and PII masking that meet sovereign data residency requirements.
Twenty years delivering EU-funded research in neural MT, anonymization, and multilingual AI infrastructure — from Horizon programs to national innovation seals — now powering commercial sovereign deployments.
"Pangeanic's secure language intelligence powers real-time decisions across Western government agencies, law enforcement operations, and regulated enterprises — from intelligence platforms to cross-border compliance workflows."Button
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Task-specific SLMs with governance by design vs general-purpose chatbots. Air-gapped deployment, zero-data retention, full audit logs, Iron Bank certification.
Manuel Herranz: Feb 24, 2026
Manuel Herranz: Feb 18, 2026
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Manuel: Jan 30, 2026
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