Clean Data In. Trusted Answers Out. Full Audit Trail.
From Data Chaos to Audit-Ready AI
80% of enterprise knowledge is trapped in unstructured chaos — PDFs, emails, videos, logs, screenshots. Your RAG systems hallucinate because the data underneath is broken. We fix the data first. Then we build AI that passes audits.
FSQS Registered Supplier for UK & Ireland financial services · Production AI built to DORA and EU AI Act standards
50+ projects delivered | 100% success rate | 20+ enterprise data sources | DORA-aligned | EU AI Governance Expert
The Problem with AI in Regulated Industries
AI Black Boxes Don't Survive Audits
GenAI is exciting until the auditor asks: "How did it reach this conclusion?" Without audit trails, your AI system is a liability, not an asset.
Demos Work. Production Fails.
Most AI projects look great in demos but break under real load. When 85% accuracy means 15% wrong answers to customers or regulators, "good enough" isn't good enough.
Compliance Is Bolted On, Not Built In
Governance added after launch is governance that fails. DORA, FCA, MiFID II require evidence of control - not promises that you'll add it later.
Data Entropy Is Killing Your AI
80% of enterprise knowledge lives in unstructured formats that degrade daily. Policies expire, documents duplicate, versions conflict. Your RAG system doesn't know it's answering from yesterday's data — or last year's.
What We Build
Data Intelligence
The foundation layer that makes everything else work.
Connect to your data sources. Extract intelligence from any format. Validate, structure, and govern — continuously. So your RAG doesn't hallucinate, your agents don't break, and your auditors don't call.
AI Control
The governance layer for GenAI in regulated industries.
Per-request audit trails, pre/post guardrails, model-agnostic architecture, exit readiness. For companies where "AI black box" is not an option.
RAG Systems
Document intelligence that cites its sources.
Ask questions about contracts, policies, regulations - get answers with exact page references. No hallucinations. No guessing. Just traceable facts.
Voice AI
AI voice agents for regulated workflows.
Customer calls, appointment booking, verification - with full transcripts and compliance logging. 24/7 coverage without night shifts.
Why Intellectum Lab
Audit-Ready from Day One
Every AI decision is traceable. Full logs, source citations, governance built-in. Not as an afterthought - from the first line of code. Your compliance team will thank you.
Regulated Industry & Policy Expertise
We understand DORA, FCA, MiFID II — and help shape what comes next. Our founder serves as an expert in the EU Women in Digital Forum, contributing to European Commission policy on trustworthy AI governance. Our solutions reflect not just current regulation, but where EU AI policy is heading.
Results, Not Prototypes
50+ projects shipped. 100% client success rate on Upwork. 10+ years in data and AI. We build systems that work under real load, not just in controlled demos.
Full-Stack Data Intelligence
Most AI vendors start at the model. We start at the data. Clean input, reliable extraction, validated knowledge, governed access — then AI that works. Not the other way around.
Pre-qualified for regulated financial services
Intellectum Lab is an FSQS Registered Supplier (ID 10101341) — independently validated through the Financial Services Qualification System managed by Hellios, used by 70+ banks and financial institutions across the UK and Ireland for third-party risk assessment.
Our registration covers governance across 22 areas including information security, business continuity, data protection, AI governance, anti-money laundering, and operational resilience — aligned with DORA Article 28, the EU AI Act, and GDPR.
For financial institutions, this means Intellectum Lab arrives pre-vetted: the due diligence is done, the governance is in place, and onboarding is faster.
Working in regulated finance? Let's talk about production AI that passes your risk and compliance review from day one.
Book an architecture reviewOur Work
EU Financial Services Company
Deployed AI control layer for GenAI systems under DORA. Full audit trails, guardrails, exit readiness.
Investment Document Analysis (Canada)
Document Q&A system for fund docs and investment policies. Answers with exact page citations.
Ready to Build AI That Passes Audits?
Book a 30-minute architecture review. We'll discuss your GenAI challenges and whether our approach fits your needs.
Schedule Architecture Review viktor@intellectumlab.com | Response within 24 hours