Advising founders, boards, and investors on the legal architecture of AI. From EU AI Act readiness to cross-border transactions and Lex LLM custom legal copilots, I pair courtroom experience with technical fluency to de-risk global expansion.
Integrated support for founders, scale-ups, and multinationals deploying intelligent systems. Every engagement blends international business law, regulatory diplomacy, and Lex LLM technical depth so you can move fast without surprises.
Designing practical compliance programmes for the EU AI Act, U.S. AI Executive Order, UK AI Safety Institute guidance, and emerging APAC regimes. I build governance models that stand up to regulators while keeping product velocity intact.
Structuring international joint ventures, SaaS expansions, and M&A deals across the U.S., Europe, and Asia-Pacific. I pair local counsel orchestration with deal documentation that anticipates regulatory clearance and data transfer risk.
Training bespoke legal copilots on privileged corpora so your teams can interrogate policies, contracts, and regulatory filings safely. Lex LLM blends rigorous knowledge management with modern retrieval, audit, and confidentiality controls.
Advising on GDPR, U.S. state privacy, data residency, cybersecurity, and export controls in AI-heavy environments. I design layered safeguards that satisfy regulators, vendors, and enterprise customers simultaneously.
Managing multi-jurisdiction investigations into algorithmic bias, sanctions, and financial crime. I coordinate forensic advisors, maintain privilege, and deliver regulator-ready briefings with Lex LLM evidence review workflows.
Fractional general counsel support for AI-native companies, from board governance and policy drafting to investor briefings and exec training. Flexible retainers matched to your deal cadence and risk profile.
A legal process designed for AI-native companies: strategic, bilingual in code and regulation, and fast enough to keep momentum. Every phase is optional and modular so we can plug into your team where the leverage is highest.
We start by mapping your AI roadmap, corporate structure, data posture, and regulator touchpoints. Expect targeted interviews with founders, product, and compliance so we understand commercial ambition alongside risk appetite.
We benchmark your systems against the EU AI Act, U.S. AI EO, UK guidance, APAC licensing, sanctions, and export controls. The output is a heat map that prioritises jurisdictions, obligations, and critical path decisions.
I draft and negotiate the artefacts that make expansion possible—policies, commercial agreements, governance charters, and board papers. Everything is written in plain language so business leaders can execute with confidence.
Working alongside product, engineering, and operations, we embed the decisions into workflows. That includes regulator-ready record keeping, training programmes, and playbooks for responses, attestations, and audits.
When you need a custom legal copilot, Lex LLM ingests curated corpora, applies retrieval safeguards, and produces evaluable agents for internal use. We validate prompt governance, red-team outputs, and create review cadences.
I remain a sounding board for leadership teams—monitoring legislation, briefing investors, and refreshing controls as the business evolves. Continuous improvement is paired with discreet crisis support when the unexpected happens.
Purpose-built legal copilots that let global teams interrogate their own knowledge safely. From policy recall to deal playbooks and regulator briefings, Lex LLM embeds legal judgment into day-to-day operations.
Trusted by AI-native legal, compliance, and executive teams worldwide
Lex LLM combines privileged document ingestion, retrieval-augmented generation, and rigorous evaluation so teams can query playbooks, contracts, and regulator history instantly. Every build is auditable, security-vetted, and aligned with AI governance frameworks.
Equally comfortable inside a boardroom, a data room, or a model evaluation sprint. My practice combines doctrinal rigour with technical execution so AI innovation can cross borders responsibly.
Interpreting and operationalising fast-moving AI and algorithmic accountability regimes across major markets.
Structuring global joint ventures, licensing, and capital raises with AI-intensive components and regulatory scrutiny.
Designing compliant data flows, security controls, and incident playbooks for AI-native businesses at scale.
Building Lex LLM systems with robust guardrails, evaluation, and lifecycle governance for enterprise deployment.
Supporting payment companies and neobanks through licensing, sanctions diligence, AI-powered risk scoring, and regulator dialogue.
Helping global SaaS firms embed compliant AI assistants, negotiate customer demands, and scale across complex data regimes.
Advising on compute partnerships, safety frameworks, export controls, and responsible release strategies for foundation models.
Structuring cross-border technology transfers, autonomous systems deployments, and resilient vendor governance.
Ongoing international counsel, regulator liaison, and board support calibrated to your deal flow.
Targeted support for transactions, financings, or regulatory events with fixed or success-based pricing.
Four to six week engagements to design, train, and govern bespoke legal copilots on privileged corpora.
Field notes on AI regulation, cross-border deals, and Lex LLM build-outs. Less hype, more battle-tested playbooks you can hand straight to your leadership team.
Where to start when your AI portfolio touches multiple risk tiers, four continents, and a nervous board. A practical roadmap for day-zero compliance.
Inside the Lex LLM architecture that lets 2,500 lawyers and compliance officers interrogate policies without leaking a byte.
Export controls, CFIUS, FIRB, and semiconductor access—all the moving parts when AI talent and compute travel across borders.
Governance frameworks that satisfy regulators and still let your engineers deploy on Friday. Metrics, rituals, and the minimum viable paperwork.
Using generative AI to accelerate compliance and investigations while keeping privilege walls intact and auditors happy.
The five questions every board and investor will ask about your AI controls this quarter, and how to answer them with confidence.
A dual-qualified Australian solicitor and barrister with a decade in global technology law. My edge comes from pairing high-stakes advocacy with hands-on experience building Lex LLM systems for leading innovators.
Guiding companies through the EU AI Act, emerging safety institutes, and AI assurance frameworks with documentation regulators actually accept.
Structuring acquisitions, JVs, and strategic partnerships that touch AI, data, and export controls while preserving deal timelines and valuation.
Translating privileged legal knowledge into reliable copilots with retrieval, evaluation, and governance layers that satisfy security and legal teams.
Leading sensitive investigations around bias, sanctions, and cyber incidents, then briefing regulators and boards with clarity and speed.
From Sydney to Singapore, London to New York, I partner with founders, boards, and GCs to de-risk AI expansion. Most mandates blend regulatory diplomacy, cross-border transactions, and Lex LLM deployment.
Jurisdictions
Coordinated filings and counsel across APAC, EU, Middle East, and North America.
Deal Value
AI-heavy M&A, financings, and strategic alliances supported end-to-end.
Global Coverage
Rapid response capability for regulators, boards, and investigations.
AI Governance Diagnostics
Risk-ranking systems against EU AI Act, US AI EO, UK safety guidance, and APAC sandboxes with clear remediation plans.
Cross-Border Launch Kits
Expansion playbooks covering entity structuring, data residency, payment flows, and local regulator engagement.
Lex LLM Enablement
Bespoke legal copilots trained on privileged corpora with continuous evaluation and audit support.
Full matter lists available to clients under NDA.
Clarity on how I support AI-native companies and global enterprises. If you need a tailored response, reach out directly.
Email victor@gebarski.com with a short brief and we can schedule a strategy call within 72 hours.
Contact Victor→Let’s align your AI roadmap with global regulation, close the deals that matter, and deploy Lex LLM copilots that keep privilege intact. One conversation is usually enough to map the next ten moves.