● NOW SERVING   ·   remote-first worldwide LJU 46.05N · POREČ 45.22N · EU

AI BISTRO

Production AI,
built to last.

— or, as we call it, served to order.

Microsoft Certified Trainers · EU-based · Remote-first delivery worldwide · On-site in Slovenia and neighboring countries.

Book a Discovery Call → See the Menu

NAMED PRODUCTS

Reusable
solution patterns.

— from the pantry.

The menu sells engagements. These are reusable solution patterns we ship on top of our 4-stage platform — cut implementation time, keep the audit trail.

PRODUCT 01

AI Document Extractor

Turn unstructured documents into structured data, with a full audit trail.

Production-grade extraction from forms, reports, contracts, invoices, scans, and emails. Outputs validated JSON, downstream-ready, with full audit trail. Reusable across regulated and unregulated environments.

OCR LLM Extraction Validation Audit Trail

PRODUCT 02

AI Document Generator

Generate compliant documents at scale, with PII guardrails built in.

Template-based document generation with built-in PII classification, multi-format output (PDF, DOCX, structured exports), and full version control. Designed for regulated environments where every generated document needs traceability.

Templates PII Boundary Multi-format Versioning

PRODUCT 03

Deep Research Agents

Agents that autonomously research, analyze, and synthesize across many sources.

Multi-source agentic AI for regulatory monitoring, due diligence, competitive intelligence, and literature review. Define a query, the agent searches, analyzes, and returns a synthesized report with citations.

Agents Multi-source Citations Synthesis

OUR AI TECH PLATFORM

A modern LLM
reference architecture.

— the kitchen behind every dish.

Production-grade AI on a stable, scalable foundation: ingestion, context engineering, model orchestration, structured outputs, and delivery — wrapped in observability, evaluations, and governance.

raw input → → structured, validated output
01 6 COMPONENTS
Ingestion
— a.k.a. mise en place
›REST / GraphQL APIs
›MS Exchange / Outlook
›S3 / SFTP / Object Store
›Kafka / Event Streams
›Browser Upload
›Web Scraping
›
02 6 COMPONENTS
Context Engineering
— a.k.a. prep station
›OCR & Doc Parsing
›Chunking & Embeddings
›Vector Search · RAG
›Knowledge Graph
›Long-term Memory
›Prompt Management
›
03 6 COMPONENTS
Models & Tools
— a.k.a. the hot line
›Claude · GPT · Open-source
›Multi-model Routing
›Tool Use · MCP
›Agent Orchestration
›Code Execution
›Caching & Fallback
›
04 5 COMPONENTS
Structured Outputs
— a.k.a. plating up
›Pydantic · JSON Schema
›Constrained Decoding
›Validation & Repair
›PII Boundary
›Citation Tracking
›
05 5 COMPONENTS
Delivery
— a.k.a. the pass
›REST / Webhook
›Email / Outlook
›Message Queues
›Audit Trail / Archive
›Custom Formats

Observability

Every call traced, every cost tracked.
OpenTelemetry Traces & Spans Latency Token Cost Dashboards Alerts

Evaluations

Is it actually good — and still good?
Golden Datasets LLM-as-judge Regression Tests Drift Detection Online Scoring Human Feedback

Governance & Security

Audit-ready by default.
Data Residency Audit Logs RBAC PII Guardrails Compliance Hooks

Built and refined together with our partner Aprova GmbH.

OUR RECIPE

Our methodology.

— how we cook.

Every engagement starts with a working prototype against your actual data within the first three weeks. No 100-page strategy decks. The objective of a first working session is not to define a large program — it's to identify one or two concrete initiatives with clear business value.

✦ Recipe Card · Serves Many
01

Taste & Understand

Deep dive into your data landscape, business needs, and technical constraints.

↳ 1–2 weeks

02

Design the Recipe

Architecture design, proof of concept, validation with real data.

↳ 2–4 weeks

03

Cook & Iterate

Agile development, continuous feedback, production-grade quality.

↳ ongoing

04

Serve & Support

Deployment, knowledge transfer, optimization that lasts.

↳ always

MICROSOFT OFFICIAL COURSES

Microsoft Official courses.

— delivered by certified trainers.

Our team holds Microsoft Certified Trainer (MCT) credentials. We deliver official Microsoft courses to upskill your teams in AI, data, and cloud — public cohorts in Ljubljana, private corporate cohorts on-site or remote, in English, Slovenian, or Russian.

AI-900

Microsoft Azure AI Fundamentals

Foundational knowledge of AI concepts, NLP, computer vision, and generative AI on Azure. Entry-level certification.

AI-102

Designing & Implementing an Azure AI Solution

Build AI solutions with Azure AI Services, Azure AI Search, and integration patterns. For developers.

AI-050

Develop Generative AI Solutions with Azure OpenAI

Prompt engineering, RAG patterns, fine-tuning, and responsible AI with Azure OpenAI Service.

DP-100

Designing a Data Science Solution on Azure

Train and deploy ML models with Azure Machine Learning, MLflow, and automated ML pipelines.

DP-203

Data Engineering on Microsoft Azure

Build pipelines with Azure Data Factory, Synapse Analytics, Databricks, and Stream Analytics.

DP-600

Implementing Analytics Solutions Using Microsoft Fabric

End-to-end analytics with lakehouses, dataflows, notebooks, and Power BI in Microsoft Fabric.

Request a Training Quote →

KITCHEN TEAM

The team.

— meet the cooks.
front of house
Nadya V.
Nadezda Vykhodtseva
CEO & Manager

Master's in Business Sciences from the University of Ljubljana, with 10+ years across the financial sector — accounting, tax reporting, investment fund management. Sharp operational expertise. Makes sure every project runs smoothly from first conversation to final delivery.

Business & Finance Operations Investment Mgmt
at the pass
Andy V.
Andrey Vykhodtsev
CTO & Main Chef

Andy founded AI BISTRO to bring production-grade AI to organizations across CEE and DACH. His work spans data engineering, LLM integration, agent systems, ML operations, and the modernization of inherited and legacy codebases — with a bias toward solutions that are technically clean and practically useful. He also leads AI and data engineering work at our strategic partner Aprova GmbH in Switzerland.

Cloud Architecture AI/ML Engineering Data Science Python
extended brigade
Specialists on call
Vetted senior network
SCALABLE DELIVERY

For engineering-heavy projects, AI BISTRO assembles dedicated teams from a vetted network of senior Python/ML engineers, frontend specialists, SAP and ERP integration experts, and seasoned legacy-modernization developers. Engagements scale from a single embedded consultant to multi-person delivery teams.

Senior Engineers Domain Experts SAP Frontend Legacy Systems

FRIENDS OF THE HOUSE

Partners.

— who we cook with.
STRATEGIC PARTNER
Baar, Switzerland

Aprova GmbH

We are strategically partnering with Aprova GmbH on the DACH market — joint delivery of AI-powered document intelligence, agentic systems, and bespoke engineering for clients in Germany, Austria, and Switzerland.

Our primary delivery method is remote, but on-site engagement is possible as well — regardless of the country.

aprova.ch →
✦

LANGUAGES WE DELIVER IN

EN · SL · DE · RU
ENGLISH · SLOVENIAN · GERMAN · RUSSIAN

Our trilingual site (EN/SL/DE) reflects how we work: bilingual project documentation, multilingual training delivery, and native-language client communication across the region.

WHERE WE WORK

🇸🇮
Ljubljana — HQ

Project work is delivered remote-first to clients worldwide. On-site engagements, workshops, and training are available in Slovenia and neighboring countries.

HRATITHU

RESERVATION

Get in touch.

— pull up a chair.
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✉
EMAIL
info@ai-bistro.com
 in
LINKEDIN
AI BISTRO d.o.o.
◉
BASED IN
Ljubljana, Slovenia 🇸🇮
↦
DELIVERING
Remote worldwide · On-site SI · HR · AT · IT · HU
✦ Order Slip

What's cooking?

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