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How an AI Infrastructure Startup Raised $2.3M in 34 Days

  • AI/ML
  • Seed
$2.3M

Total Raised

34 Days

Time to Close

11

Investors

About

AI teams building LLM-powered apps struggle with context management. ChatGPT forgets conversations. RAG systems are complex. Vector databases are expensive and hard to manage. Developers waste weeks building custom memory layers.

Neural Sync is a managed context API for AI apps. It gives AI agents long-term memory, persistent context, and intelligent retrieval so your AI assistant remembers everything across sessions. Think of it as Supabase for AI memory. One API call, infinite context. Priya Anand built it after years of running into the same problem.

The Challenge

Priya built Neural Sync as an internal tool, then realized other developers needed it too. They launched their waitlist and got 1.6K users join their waitlist in 2 weeks. But they had zero idea how to raise capital.

  • First-time founder who had never raised before
  • Complex technical product that was hard to explain to non-technical investors
  • Competitive space where everyone is building AI infra
  • No financial model and no idea how to project revenue
  • No investor network at all
How Swyft Fundr Helped

Week 1: Education + Materials
The first call was fundraising 101: what is a SAFE vs. priced round, how to think about valuation, what metrics investors care about. Then the entire fundraising package was built: a 14-slide pitch deck (repositioned as “Supabase for AI memory”), a financial model projecting $1M ARR by Year 2, a one-pager, and an executive summary.

Week 2-3: Investor Matching
Matched to 16 investors: 6 AI-focused VCs (firms investing in the OpenAI ecosystem), 7 dev-tool angels, and 3 infrastructure funds. Conversion: 16 matched, 12 took meetings, 7 interested, 4 committed.

Week 4-5: Closing
Two VCs co-led: $1.2M + $1.1M at $10M post-money. Total: $2.3M. Closed in 34 days.

The Results
  • Capital Raised: 2.3M
  • Timeline: 34 days
  • Investors: 11
  • Cost: $75K ($6K + 3% success fee)
“We’re AI researchers, not business people. Swyft Fundr didn’t just connect us to investors. They taught us how to pitch, how to value our company, how to negotiate. The deck they built was 10x better than what we had. Every investor we talked to was AI-focused and moved fast. 34 days. $2.3M closed. Best decision we made.”

Priya Anand

CEO, Neural Sync

What Swyft Fundr Provided
  • Fundraising education (SAFEs, valuations, metrics)
  • 14-slide pitch deck creation
  • Financial model ($1M ARR projection)
  • Investor matching (16 targeted intros)
  • Negotiation and closing support
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