CZ Test your AI
Inovai Platformrunning Testing, monitoring and evidence in one placeIt attacks your AI after every change and documents every finding. How the platform tests

AI security

AI inventoryEverywhere AI runs in your company, including the unapproved Chatbot and agent testingModel, widget code and data flow, before deployment and in operation Copilot auditPermissions and data leaks in Microsoft 365 Monitoring and evidenceA new run after every change, a report for the auditor OSINT investigationWhat an attacker finds about you and your people

AI integration

Digital colleagueA chatbot for your website and e-shop, and an in-house colleague on top of data and BI AI workflows and agentsConnections to ERP and CRM, agents that write and send Copilot StudioCustom agents in Microsoft 365 Local modelsData never leaves the company

Document extraction

Invoices and ordersExtraction and export to ERP without retyping Contracts, certificates and delivery notesData and deadlines, 10,000+ certificates at Favex Production ordersFrom email through the order to production documents Checks against rulesERP, standards and contracts, exceptions for approval

BI and data

Power BI and Qlik SenseReporting that management actually opens Data platformFabric, Databricks, data warehouses AI on top of reportsCopilot in Power BI and data agents Forecasts and recommendationsDemand forecasting, recommendations, anomalies

Workshops and analysis

Analysis and solution designWhere AI saves time and money, and how to build it AI for managementWhere AI makes sense and where it doesn’t Secure AI for ITAttacks, defence and evidence in practice AI literacy for teamsSafe use of AI, Article 4 of the AI Act
All areas

When you’re dealing with

We’re launching a chatbot or agentPre-deployment testing, retest and evidence for management We’re rolling out CopilotBefore Copilot finds what it shouldn’t We’re buying AI from a vendorTesting before you sign off acceptance We don’t know where AI is runningAn inventory of deployed and unapproved AI An audit or inspection is comingEvidence for the auditor, Czech National Bank or NÚKIB

Industries

Banks and insurersDORA and Czech National Bank supervision Public sectorChatbots for citizens, Copilot in public offices HealthcareSensitive data and the higher-obligations regime Energy and industryAgents on operational data

Partners

Chatbot vendorsSecurity testing under your brand Integrators and IT vendorsAI testing for your projects Law firmsTechnical partner for the AI Act

Evidence

Favex case studyAI we built: 10,000+ certificates in production Use casesEighteen situations, from chatbots to invoices Czech AI Security IndexHow easily models are bypassed in Czech, in progress

Company

TeamFour people, AI, data and security How we workConnect, attack, verify, document BlogFrom practice, no hype

Infrastructure

Coming soonGPU server in CzechiaLocal models, fine-tuning and attack testing without cloud APIs.What it will run

Inovai / Blog

What happens when you deploy AI for real?

Articles from projects, not press releases: data, ROI and compliance.

Email usCzech AI Security Index
ExperienceLocal AI model vs. cloud: how our own fine-tuned model beat itWe fine-tuned our own model to extract mill test certificates - and on the test set it beat the cloud. Data quality decided it, not model size.Michael Lapčík, 9 min read
AutomationHow to automate invoice extractionBefore you compare SaaS offers, stop at five questions that decide whether the project will work. From real deployments.Michael Lapčík, 10 min read
BasicsAI workflow vs. AI agentThe terms get mixed up, but for architecture decisions the difference is key. When to use a workflow, when an agent and when a combination of both.Michael Lapčík, 8 min read
SecurityOn-prem AI model: when it makes senseA local model is not just a compliance concession. For the right companies, it’s a strategic investment with a competitive edge.Radek Palla, 12 min read
From the industryExtracting mill test certificates in steelmakingHundreds of certificates a month, dozens of suppliers, different languages. How manual work becomes a workflow with an audit trail.Michael Lapčík, 9 min read
Decision-makingSaaS vs. custom AI workflowOff-the-shelf platform or a custom solution? A practical framework: TCO, integration, compliance, scalability - without pushing either way.Michael Lapčík, 11 min read
Experience5 mistakes when deploying AIWhy AI pilots often don’t make it to production - and how to avoid five recurring mistakes.Michael Lapčík, 9 min read
Decision-makingAI workflow ROI: how to calculate the returnAn honest framework for calculating the return on an AI pilot. What belongs in ROI, what doesn’t, a concrete formula and a real example.Michael Lapčík, 11 min read
ComplianceThe AI Act in practiceThe AI Act without legal jargon. Risk categories, deadlines and five things to get right. Why it’s an opportunity, not a reason to panic.Radek Palla, 10 min read