MALONI

What We Offer

Complete AI Orchestration Services

We combine rapid prototyping, AI automation, and scalable cloud infrastructure. From discovery workshops through UX/UI design to operations and monitoring.

AI Assistants & Integration

We design conversational and decision-making orchestrations connected to your systems. We develop chat agents, voice assistants, and internal copilots.

Platforms & SDKs

  • Integration with CRM, ticketing, data warehouses, and knowledge bases.
  • Multi-agent orchestration and guardrails for answer quality.
  • Monitoring, evaluation, prompt ops, and governance.

AI Application Development & AI Search

We build interfaces and workflows for fast search, generative transcription, and data analysis. From static websites with AI CTAs to RAG search in enterprise environments.

  • RAG systems (vector databases, hybrid search, reranking).
  • Headless CMS + generative content with brand voice control.
  • AI-first SEO: structured data, content clusters, and AI search snippet tuning.

Data & Integration Consulting

We ensure data flows, transformations, and secure connections to your core systems. We can work in regulated industries and maintain audit trails.

  • Data modeling, ETL/ELT pipelines, observability.
  • API orchestration, event-driven architecture, middleware.
  • Security, compliance, SLA for production AI workflows.

Training & Mentoring

Workshops, internal academies, and consultations for your teams.

  • Design thinking + AI experiments
  • Prompt engineering bootcamp
  • Leadership coaching for AI transformation
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Service Packages

How We Work

We offer modular services: discovery workshops, MVP orchestration, and enterprise support. Each project starts with understanding your business goals and technical constraints.

Discovery Sprint (1-2 weeks)

Process mapping, AI audit, prototypes, and prioritized backlog with cost estimates.

From €5,000

MVP Orchestration (3-6 weeks)

Production-ready AI agents with monitoring, guardrails, and clear ROI metrics.

€15,000-€40,000

Enterprise Support (ongoing)

SLA, continuous optimization, prompt ops, and scaling to production volumes.

From €2,000/month

FAQ

Frequently Asked Questions

How does an AI audit work?

We start with a discovery workshop, mapping data, processes, and goals. This is followed by technical evaluation of orchestrations, prompt testing, and security guardrails review. The result is a report with quick wins and a roadmap within two weeks.

Which AI platforms do you implement?

We deploy Azure AI Foundry, OpenAI, Anthropic, Cohere, Mistral AI, AI21 Labs, Stability AI, xAI Grok, Aleph Alpha, and Reka AI. The final combination is chosen based on compliance, cost, regional availability, and on-premise requirements.

How long does discovery take?

The discovery phase typically takes 1-3 weeks depending on organizational complexity. It includes interviews, AI audit, prototype experiments, and delivers a prioritized backlog with estimated costs and next steps.

Do you work with GDPR-regulated industries?

Yes, we have extensive experience in fintech and healthcare. We implement role-based access, audit trails, data anonymization, and compliance guardrails validated on banking projects.

Let's Talk

Schedule a Free Consultation

Book a 30-minute AI discovery call with Rostislav Sikora. We'll discuss your challenges and outline a clear roadmap.

Schedule Discovery Call Email Us