Executive Summary


  • Company Name: Quilter.ai (Legal Name: Allegro Labs, Inc.)
  • Description: Quilter.ai is developing a physics-driven AI platform to fully automate Printed Circuit Board (PCB) layout, aiming to reduce design cycles from weeks to minutes.
  • Key Business Metrics:
    • 31 employees (33% YoY growth)
    • $10M Series A (Feb 2024) led by Benchmark
    • Recent $25M Series B (Oct 2025) led by Index Ventures
  • Primary Value Proposition: To significantly accelerate hardware development and innovation by transforming PCB design into a rapid, autonomous, and physics-validated process.

Company Overview:


  • Business Model: Quilter operates on a B2B model, providing its AI-powered software to enterprises in the electronics sector. The platform integrates with existing CAD tools (Altium, Cadence, Siemens), suggesting a SaaS or licensing revenue model.
  • Target Market: The primary focus is on high-stakes, mission-critical industries including Aerospace & Defense, Semiconductor, and Consumer Electronics, where design speed and reliability are paramount.
  • Product/Service Portfolio:
    • The core offering is an AI platform that automates the entire PCB layout process, including component placement, routing, and verification, using a "physics-driven" reinforcement learning approach.
  • Geographic Presence: Headquartered in Los Angeles, CA, with web traffic indicating user interest from the US, Germany, and India.

Leadership Team:


  • Founder:
    • Sergiy Nesterenko is the Founder and CEO.
  • Professional Background:
    • Sergiy Nesterenko has a strong technical background with degrees in Physics, Mathematics, and Chemistry from UC Berkeley.
  • Previous Experience and Track Record: Prior to founding Quilter, Nesterenko was a Senior Radiation Effects Engineer at SpaceX, working on mission-critical systems. This experience in a high-stakes engineering environment is directly relevant to Quilter's target market.

Competitive Landscape:


  • Direct Competitors:
    • Established EDA Giants: Cadence (Allegro X AI), Zuken (CR-8000 AIPR), Siemens. These companies are integrating AI into their established, comprehensive platforms.
    • Emerging Startups: DeepPCB, Flux.ai, Celus, SnapMagic, AllSpice. These companies offer more focused or alternative approaches to design automation and collaboration.
  • Competitive Advantages:
    • Strong technical founder with relevant SpaceX experience.
    • Backing from top-tier VCs (Benchmark, Index Ventures).
    • A clear, ambitious vision for full automation that resonates with the market's need for speed.

Risks/Challenges:

  • Intense Competition: The EDA market is dominated by well-resourced incumbents (Cadence, Zuken) who are rapidly developing their own AI capabilities.
  • Technical Hurdles: Delivering on the promise of "fully autonomous" design for complex, mission-critical hardware is an enormous technical challenge.
  • Sales Cycle: Enterprise sales cycles in aerospace and defense can be long and complex.
  • Risk Factors: The primary risk is the ability to execute on their ambitious technical roadmap and compete with the R&D budgets of incumbents.

Recent Developments & Insights:


  • Latest News and Announcements: The most significant recent news is the announcement of a $25M Series B funding round on October 8, 2025, led by Index Ventures. This provides significant capital for growth and market expansion.
  • Product Updates and Launches: The company is actively promoting its platform's ability to integrate with existing enterprise workflows (Altium, Cadence, Siemens) and its availability for on-premise and GovCloud deployments.
  • Strategic Partnerships: While no formal partnerships have been announced, the company is actively engaged with major players in the aerospace, defense, and automotive sectors.

Key Insights

  • Strengths and Opportunities:
    • Strong Founder-Market Fit: Sergiy Nesterenko's background at SpaceX provides immense credibility.
    • Significant Market Pull: The electronics industry faces a major bottleneck in PCB design, and there is clear demand for solutions that can accelerate this process.
    • Top-Tier Investors: Backing from Benchmark and Index Ventures provides strong validation and access to a powerful network.