We build AI systems.
LLM platforms. Intelligent automation.

Production-ready artificial intelligence for real businesses — from custom LLM copilots to machine learning pipelines and autonomous workflows.

LLM & AI Agents Machine Learning Automation Systems AI Infrastructure

Why companies work with MelaiPath

Production-grade AI

Scalable systems designed for real usage — not demos.

Business-first models

Every AI workflow ties directly to revenue or cost reduction.

End-to-end ownership

Data pipelines, models, deployment and monitoring.

Capabilities

Agentic tools, automations & AI systems — built for production

Each category is a dedicated delivery track, with clear scope and measurable outcomes.

Agentic tools

Agents • Orchestration • Guardrails

Autonomous and semi-autonomous systems that plan, execute, and verify work — safely.

  • Multi-step agents with tools (APIs, browsers, internal systems)
  • Human-in-the-loop approvals + audit trails
  • Evaluation, sandboxing, rate limits, policy enforcement

Intelligent automations

Ops • Sales • Support

Replace repetitive workflows end-to-end, from intake to resolution.

  • Workflow mapping → automation design → rollout
  • Triggers, queues, retries, observability
  • Time-saved tracking + ROI reporting

LLM copilots

RAG • Knowledge • Decisioning

Assistants grounded in your data, integrated into your tools and teams’ daily work.

  • RAG over docs + structured data (with citations)
  • Role-based access, data isolation, redaction
  • Feedback loop + quality iteration

Machine learning

Forecasting • Scoring • Optimization

Predictive systems that improve decisions — measurable, monitored, and reliable.

  • Feature engineering + model training + validation
  • Batch/real-time inference pipelines
  • Monitoring: drift, performance, cost

Data & AI infrastructure

Deploy • Monitor • Govern

Enterprise-ready foundations for shipping AI safely at scale.

  • Secure environments, secrets, compliance-friendly setup
  • Model gateway, logging, analytics, cost controls
  • CI/CD for AI systems + reliability practices

Integrations & AI products

CRM/ERP • SaaS • Internal Tools

We connect intelligence to real business systems — or build the product around it.

  • Integrations with CRMs, ERPs, ticketing, data warehouses
  • Dashboards, admin tooling, access control
  • Production UX + rollout support

How we build AI systems

1. Business analysis

Workflows, data and automation opportunities.

2. Architecture design

Models, infrastructure and scaling strategy.

3. Development

Training, pipelines, integrations and testing.

4. Deployment

Monitoring, optimization and growth.

Impact

Stats & what clients say

Short proof points — we can share relevant case studies on request.

25+
Projects delivered (LLMs, ML, automation)
14+
Companies we worked with
7
Countries (EU + US)
4–8 weeks
Typical time to first production release
4.9/5
Client satisfaction (avg. internal surveys)
-30%
Typical ops time saved in automated workflows

“Fast, pragmatic, and production-minded.”

They shipped an LLM copilot integrated with our knowledge base and CRM, with guardrails and monitoring from day one.

Head of Operations • B2B SaaS

“Clear ROI in the first month.”

Automation removed repetitive reporting and triage. Our team got back hours every week without increasing headcount.

Founder • Services company

“Strong architecture + clean delivery.”

Good technical decisions, great communication, and zero surprises when moving to production.

CTO • E-commerce

Pricing

Real enterprise-grade AI. No toy projects.

Agentic tools

€2,500+
  • Multi-step AI agents
  • Human approvals & guardrails
  • Logging, retries, policies

Intelligent automations

€800+
  • End-to-end workflows
  • CRM/ERP integrations
  • Monitoring & ROI tracking
Most requested

LLM copilots

€2,000+
  • RAG over documents
  • Access control & isolation
  • Quality evaluation loop

Machine learning

€3,000+
  • Feature engineering
  • Model training & metrics
  • Drift monitoring

Data & AI infrastructure

€4,000+
  • Secure environments
  • Cost control & logging
  • CI/CD for AI systems

Integrations & AI products

€1,000+
  • CRM / SaaS connectors
  • Custom AI products
  • Production dashboards
FAQ

Common questions from companies before working with us

No fluff. Straight answers about delivery, risk, and results.

Most projects reach first live deployment in 4–8 weeks depending on data readiness and integrations. We prioritize production from day one — not prototypes.

Yes. We implement data isolation, access control, logging, audit trails, and secure environments. Infrastructure is designed for enterprise risk profiles.

No. Your data stays private by default. We design architectures where data is isolated and never reused across clients.

Most automation clients recover investment within 1–3 months via time saved, reduced headcount pressure, or faster operations. We track measurable impact.

Both. We offer monitoring, optimization, cost control, and continuous improvement for production AI systems.

Always custom architecture around your workflows and data. We reuse proven patterns — not cookie-cutter products.

Build AI for your business

Describe your operations and where you want intelligence or automation. We design the system.


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