What does FurlanAI do?

FurlanAI builds AI systems that make compliance and regulatory document review more consistent, efficient, and auditable — with human oversight built in. We work with companies in pharma, legal, and financial services.

How can AI augment compliance document review?

AI systems can augment compliance review by making it more consistent, efficient, and auditable — with human oversight built in. FurlanAI reduced manual regulatory review by 40% for a London pharmaceutical client within six months, with compliance teams remaining in control throughout.

What industries does FurlanAI work with?

FurlanAI works with companies in pharma, legal, and financial services — regulated industries where document-heavy workflows are a persistent bottleneck and errors have real consequences.

What is a workflow audit?

A free 30-minute session where FurlanAI reviews one specific workflow in your organisation and provides an honest assessment of where AI can augment manual effort — and where it cannot. No pitch, no commitment.

AI for Regulated Environments

Is your compliance document review as consistent and reliable as it needs to be?

At FurlanAI, we build AI systems that are reliable, auditable, and governed — helping companies in pharma, legal, and financial services make compliance and document review more consistent, efficient, and traceable, with human oversight built in.

Designed for: Human oversight · Audit traceability · Model governance · EU AI Act readiness

Book a free workflow audit See our work

40%

reduction in manual regulatory review

6 mo

from first conversation to production

2 mo

to deliver a secure AI reasoning layer

15+

years building ML and NLP systems

Client outcomes & prior track record

Proof it works

Every engagement starts with understanding your workflow and regulatory context, progresses through a working prototype tested against real requirements, and ends with a system your compliance team can rely on and your auditors can follow. Systems are designed with EU AI Act compliance, human-in-the-loop controls, and full audit traceability in mind.

Pharmaceutical · London

Compliance AI Assistant

Augmented regulatory document review by integrating fragmented document silos into a single AI-powered workflow — replacing a manual, error-prone process with a consistent, auditable system, with compliance teams remaining in control throughout.

→ 40% reduction in manual regulatory review within six months

Crypto Infrastructure · Global

Secure LLM Orchestration Layer

Designed a proof-of-concept LLM orchestration layer enabling AI agents to operate on proprietary verification knowledge while preventing prompt extraction and IP leakage.

→ Proof of concept delivered in two months

Enterprise AI · Prior experience

NLP & AI at Scale

Built AI and NLP systems at Informatica (acquired by Salesforce) and NewsWhip (acquired by Sprout Social), including a natural language interface used by thousands of enterprise users.

→ Enterprise-scale production systems

How an AI-augmented review workflow operates

Every system we build follows this governance-first arc — from regulatory input to auditable evidence record. Human approval is always a required gate, not an optional step.

📥

Regulatory Update

New regulation or policy change ingested

🔍

Document Ingestion

Internal policies, procedures, and templates processed

🤖

AI Classification

Obligations extracted, relevance scored, gaps flagged

🗺️

Policy Mapping

AI findings traced back to source documents

👤

Human Approval

Reviewer validates, overrides, or escalates — required gate

📋

Audit Log

Full evidence trail — every decision recorded and traceable

AI-assisted step

Human approval gate

Audit evidence

Designed for

EU AI Act compliance Human-in-the-loop controls Full audit traceability Model governance Explainable AI recommendations Regulatory change monitoring

How every engagement works

Investigate

Assess the workflow, data, and feasibility before writing a line of code

Prototype

Build a working system with real data, evaluated against real requirements

Deploy

Deliver to production with governance, monitoring, and performance tracking

Is this relevant to you?

Companies come to us when —

→

Compliance or document review has become a manual bottleneck with growing cost and risk.

→

An AI pilot looked promising but never reached day-to-day operations.

→

Accuracy and auditability are critical — errors have regulatory or financial consequences.

→

Operations depend on processing large volumes of documents, reports, or unstructured data.

Bojan Furlan, PhD

Founder & Lead AI Architect · FurlanAI

I investigate emerging AI technologies, build working prototypes, and push them into production — in environments where reliability matters more than benchmark scores. I have done this across global corporations in enterprise cloud data management, pharmaceutical compliance, and social media intelligence.

Over fifteen years across academia, startups, and a $1.3B ARR enterprise, I have learned that the system around it is as important as the AI model.

We work alongside your internal compliance and regulatory experts — combining AI architecture with the domain knowledge your teams already have.

FurlanAI — Founder & Lead AI Architect, 2024–present

Informatica (acquired by Salesforce) — ML Architect, 2019–2024

NewsWhip (acquired by Sprout Social) — Head of Machine Learning, 2015–2018

University of Belgrade — Assistant Professor & PhD, 2008–2015

Free 30-minute workflow audit

Let's make your compliance review more consistent

Tell us a little about your situation and we'll come prepared. We'll identify where AI can improve consistency, traceability, and review effort — and where human oversight should remain in the loop. No pitch. No commitment.

linkedin.com/in/bojanfurlan linkedin.com/company/furlan-ai FurlanAI Ltd. · Registered in Ireland: 776711

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