Gothic Holdings

Gothic Holdings is a venture capital firm based in New York that invests in AI-native companies from seed to Series B. Founded in 2022, the firm manages $180 million across two funds and has backed 23 companies. It operates its own research lab to conduct technical and architectural reviews of prospective portfolio companies.

The firm concentrates its investments across four sectors and reports a 78% follow-on rate in its portfolio. This means they have re-invested in at least one company in 78% of their portfolio positions. They underwrite decades rather than demos and run a research lab where the people judging architecture have shipped code themselves.

Gothic Holdings looks for AI-native companies where the model is the reason the product can exist, not a feature bolted onto a product. They apply three tests in order: AI-native from the first commit, architecture review at the first meeting, and model-economics underwriting. They prefer teams whose architecture, data pipeline, and pricing assume inference is a primary cost line.

The firm's portfolio includes applied models in clinical documentation for specialty practices, underwriting review at a mid-market carrier, and design-review automation for structural firms. They also hold positions in infrastructure like inference scheduling across mixed GPU fleets and deterministic replay for agent systems, as well as vertical agents for freight exception handling and permitting workflows.

Gothic Holdings began in New York in 2022 with $64M and one researcher on staff. The first three investments were made before the firm had an office, and the diligence memos from that year still set the template used today. The firm is structured as a conventional fund but managed with a permanent-capital orientation.

The firm has an in-house research group of four researchers working on efficient inference and domain-specific models. They train their own models and serve costs that have dropped from $4.10 to $0.62 per million tokens. The lab began publishing internal technical notes on a monthly cadence in 2025.

The firm's name comes from Gothic architecture, where the structure and decoration are a single decision, like the rib that carries the vault. They back companies where the technical decision and the product decision are indistinguishable and underwrite them on a horizon long enough for second and third model generations to arrive while they are still shareholders.

The firm operates out of New York, NY, US. They have two vehicles, Fund I vintage 2022 and Fund II opened 2025, with eleven people on staff. They deploy Fund II at five to seven new positions a year with a lab researcher on technical diligence for every one.

The firm's website states they are looking for founders who read the literature, run their own evaluations, and can say precisely why the obvious approach fails. Credentials are optional, but judgment is not. They underwrite the unit economics of the market rather than the demo being shown.

The firm's approach involves underwriting the unit economics of the market you are entering, not the demo you are showing. They model what happens when inference gets an order of magnitude cheaper and look for software that removes most of a cost line rather than just being ten percent better.

The firm's website mentions they have a serving stack that took their own inference cost from $4.10 to $1.40 per million tokens in 2024, and later down to $0.62 per million tokens in 2025. This work convinced them the lab was not a hobby.

The firm's portfolio snapshot lists 23 companies concentrated across four sectors. Companies are described by what they do rather than what they are called, and most of the portfolio is not public about its investors. The firm prefers it that way.

The firm's website footer includes contact emails [email protected] and [email protected] along with the address New York, NY. The firm is identified as Gothic Holdings Management LLC.

The firm's website mentions they are building to still be here in thirty years. They deliberately moved slowly, taking four years to build the structure. The partnership's own money is a meaningful share of every vehicle.

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