AI-Native Consulting for Regulated Industries

Bridge the gap between
LLMs & Enterprise

We architect, deploy, and operationalize large language models, autonomous agents, and intelligent workflows for the financial services and insurance sectors — with compliance built in from day one.

50+

Models Deployed

12

Enterprise Clients

99.9%

Uptime SLA

Full-Spectrum AI Engineering

From model selection to production monitoring — we handle the entire lifecycle so your team can focus on outcomes, not infrastructure.

LLM Consulting & Deployment

Model selection, fine-tuning, RAG pipelines, and evaluation. We deploy open-source and commercial LLMs that meet your security, latency, and accuracy requirements.

  • Fine-tuning & RLHF
  • Retrieval-Augmented Generation
  • Benchmarking & red-teaming
  • On-prem & cloud deployment

Autonomous AI Agents

Multi-agent systems for claims processing, underwriting, compliance monitoring, and customer operations. Agents that reason, act, and learn — safely.

  • Agent architectures & orchestration
  • Tool-use & function calling
  • Human-in-the-loop guardrails
  • Audit logging & explainability

Workflow Automation

Replace brittle rule engines with LLM-powered pipelines. Automate document processing, KYC/AML checks, policy generation, and regulatory reporting.

  • Document intelligence & extraction
  • Compliance automation
  • Decision engine integration
  • Monitoring & observability

Built for Regulated Industries

We combine deep AI research with practical experience in financial services and insurance compliance.

Regulatory Compliance

GDPR, DORA, Solvency II, AI Act — we build within the framework.

Data Privacy

On-prem deployment, data isolation, and encrypted inference pipelines.

Risk Modeling

LLM-powered risk assessment, fraud detection, and scenario analysis.

Document Intelligence

Automated extraction, classification, and validation of financial documents.

Infrastructure

Kubernetes, GPU clusters, edge deployment — any environment.

R&D & Prototyping

Rapid experimentation, PoC delivery, and production migration.

From Discovery to Production

A structured, transparent engagement model designed for enterprise velocity.

STEP 01

Discovery

We map your workflows, data landscape, and compliance requirements to identify high-impact AI opportunities.

STEP 02

Proof of Concept

A focused 2–4 week sprint delivering a measurable prototype on your infrastructure with your data.

STEP 03

Production Engineering

Hardening, scaling, monitoring, and compliance validation — we ship production-grade systems.

STEP 04

Iterate & Scale

Continuous improvement, model updates, and expansion into new workflows and business units.

The Advantage Is in the Architecture

We don't just prompt — we build systems that earn trust.

Deep Technical Rigor

Founded by AI researchers and production engineers. We read the papers and we ship the code.

Compliance-First Design

Every system we build starts with a compliance boundary — not as an afterthought.

Vendor-Agnostic

Open-source, commercial, or hybrid — we recommend what's right for your use case, not our margin.

Enterprise SLAs

99.9% uptime, 24/7 incident response, and dedicated support channels for all production deployments.

Full Transparency

You own the models, the data, and the IP. No lock-in, no black boxes, no surprises.

Proven Delivery

50+ models deployed, 12 enterprise clients, and a 100% retention rate. We deliver what we promise.

Ready to Build the Future
of Your Financial Operations?

Let's discuss how LLMs, agents, and automation can transform your business — with the rigor and compliance your industry demands.

Get in Touch

Let's Engineer Something Extraordinary

Whether you have a clear project in mind or are exploring what's possible — we'd love to hear from you.

Contact Information

Reach out and our team will get back to you within 24 hours.

Email

contact@zllm.nl

Location

Netherlands

Response Time

< 24 hours