Fundraising advisory for AI startups

AI founders think in algorithms; investors think in milestones
At dups, we help you translate innovation into investment.
We structure and execute AI startup fundraising from strategy to closing, integrating legal precision and financial modeling under one roof. Our role: make sure your capital structure grows as smartly as your technology.
Why fundraising for AI startups is different
AI startups operate at the intersection of innovation, data, and risk, and that's exactly where fundraising becomes complex. Investors look for IP ownership and defensibility (code, models, data), regulatory and ethical compliance (GDPR, AI Act, data governance), capital efficiency and compute scalability, and monetization clarity (SaaS, API, enterprise licensing).
We help you present your company as investment-ready: legally clean, financially credible, and strategically structured for growth.
Our fundraising process: from strategy to signature
1. Investor readiness and capital planning
We start with your fundamentals: business model and monetization strategy (API, SaaS, enterprise, licensing), valuation modeling based on data and recurring revenue metrics, IP and data ownership audit, and investor mapping (AI funds, deeptech VCs, corporate investors).
You get a clear fundraising roadmap, from capital need to investor shortlist.
2. Term sheet and negotiation
We help you understand and negotiate key clauses: valuation, dilution and cap table modeling, investor rights (veto, governance, IP restrictions), convertible or hybrid instruments, and exit or liquidity rights for long-term scalability.
We translate every legal term into financial implications, so you always negotiate from a position of clarity.
3. Documentation and closing
Once your deal is live: drafting or reviewing investment agreements and shareholders' agreements (SHA), structuring SAFE or convertible notes for early rounds, aligning IP assignment, licensing, and data usage rights, and managing signature, closing, and investor onboarding.
We handle everything, so your focus stays on product and growth, not on paperwork.
Types of AI startups we support
Applied AI and SaaS models
ARR-based valuation, convertible or priced equity rounds, and option pools for technical teams.
Deep learning and research AI
Milestone-based funding, IP licensing and research agreements, and hybrid grant and equity capital structures.
Generative AI and data platforms
AI model ownership and training data compliance, API monetization structuring, and investor education and negotiation support.
AI for regulated sectors (health, finance, cyber)
Legal compliance under GDPR and AI Act, strategic investor mapping (sector-specific funds), and governance and transparency documentation.
What makes dups different
Integrated legal and financial advisory: we align your valuation, IP, and governance under one clear structure.
AI-savvy, deal-experienced: we understand model ownership, data governance, and investor perception of AI risk.
Speed and pragmatism: we move fast, without overcomplicating your round; clarity over jargon.
Cross-border execution: we align EU AI startups with UK and US investor frameworks, ensuring compliance with GDPR and emerging AI regulations.
Key deliverables
We deliver a complete AI fundraising package:
- AI investor readiness assessment
- Financial and valuation modeling (ARR, compute cost, data value)
- Term sheet drafting and negotiation support
- Shareholders' agreement (SHA) or convertible note drafting
- IP and data ownership structuring
- Closing documentation and compliance review
Each deliverable is tailored to your AI maturity, funding stage, and data model.
Raise AI capital.
Get the legal, financial, and IP expertise AI investors expect.
