Based in France • Applied AI Development
Applied AI development for production-ready business systems
INOVAI CONSULTING LAB helps startups and businesses define AI strategy, build custom AI systems, integrate LLMs and RAG into existing products, and deploy scalable solutions for real workflows from prototype to production.
Strategy, engineering, and deployment across AI agents, RAG knowledge systems, multimodal applications, speech AI, and ML workflows.
Registered AI consulting business in France — SIREN 102 107 836
Research publications in NLP • Experience in health-tech and legal AI • Open-source AI work
How We Work
Advise
AI strategy, architecture choices, model selection, data readiness, and practical delivery planning.
Build
Custom AI systems, RAG knowledge tools, intelligent automation, and product integrations built for real use.
Deploy
Evaluation, optimization, production deployment, and ongoing improvement for reliable AI systems.
What We Build
Knowledge assistants and document search
AI systems that search across documents, retrieve relevant information quickly, and support grounded answers for daily operations.
Reporting and pipeline workflows
Automated reporting flows, structured extraction pipelines, and ML workflows that reduce repetitive manual work.
AI features inside existing products
LLM, RAG, and automation capabilities integrated into SaaS products, internal tools, and business platforms.
Custom multimodal AI systems
Applied AI products that work across text, audio, documents, and conversational interfaces with production-ready architecture.
Selected Builds
A few representative builds that reflect the kind of applied AI systems we design and deliver.
Enterprise RAG knowledge assistant
Representative RAG system for enterprise document search, grounded answers, and knowledge retrieval across internal content.
View GitHub projectDocument intelligence and reporting pipeline
Pipeline design for extracting, structuring, and reporting information from complex document collections with traceable outputs.
AI workflow automation for operations
Agent-based workflow patterns for research, internal support, and operational automation connected to real business tools.
AI development services
From AI strategy to implementation, INOVAI CONSULTING LAB delivers applied AI systems that support document search, reporting, automation, and production workflows.
AI Consulting & Technical Strategy
Use-case definition, architecture choices, model selection, data readiness, and practical delivery planning.
LLM, RAG & Knowledge Systems
Knowledge assistants, document intelligence, semantic search, and retrieval pipelines that make large document collections usable in daily operations.
Custom AI Systems & Automation
Agent workflows, multimodal applications, data pipelines, product integrations, and intelligent automation designed for production use.
Selected solution areas
The strongest demand in AI product development is moving toward production systems, not trend-chasing: tool-using agents, grounded retrieval, multimodal applications, real-time voice interfaces, document search, and evaluation workflows that keep outputs reliable.
AI agent development
Design of tool-using agents, orchestration layers, handoffs, and workflow automation for internal operations and product experiences.
Production RAG and document AI
Retrieval pipelines, knowledge assistants, vector search, reporting flows, and document intelligence with traceable, grounded answers.
Voice and multimodal AI
Speech-to-text, real-time voice interfaces, multilingual audio processing, and richer user experiences across text and speech.
Evaluation, guardrails, and AI reliability
Agent evals, prompt optimization, quality checks, privacy-aware deployment, and measurable performance before launch.
Common project challenges
Model and tool selection
Choosing the right models, APIs, vector stores, and orchestration tools without overengineering the stack.
Common project challenges
Grounding and quality
Reducing hallucinations, improving retrieval quality, and building evaluation loops that reflect real business requirements.
Common project challenges
Integration and deployment
Connecting AI systems to internal tools and products while handling multilingual data, privacy, security, scalability, and delivery constraints.
About
Founded by Ozgur Agrali, INOVAI CONSULTING LAB is an AI consulting and software engineering company in France helping startups, product teams, and innovation teams design, build, integrate, and deploy practical AI systems.
Core Expertise
Contact
For AI strategy, technical scoping, product integration, RAG systems, agent workflows, or production deployment support, please get in touch by email.
Email: zgr.agrali@gmail.com