Loading startup

DealFlow OS
Market indexPublic companiesMorning briefingTerminal
Request accessSign in

DealFlow

Terminal access

IndexTop moversSignals

Public markets

Public companiesMorning briefing
Browse index
I

Interfaze

Pre-SeedFunding signal
interfaze.aiB2BSan Francisco, CA, USA
Market index

Market data is refreshed once per day from public sources. Information may be incomplete or outdated — verify independently before making decisions. This is not investment advice.

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · May 20, 2026, 6:29 PM

Strong interestEvidence-bound analyst verdict
  • •Funding: Latest: Accelerator (Apr 2026). Investors: Y Combinator.
  • •Named backers in indexed sources: Y Combinator.
  • •Hiring: 1 hiring‑related row(s); role‑spam risk if mostly generic boards
  • •Engineering: 1 GitHub‑linked row(s)

DealFlow OS uses public web data and automated enrichment. Research may be incomplete, outdated, or incorrect. Verify important information before making investment or outreach decisions.

TL;DR

Seed (YC)

Interfaze — Deterministic AI for developer tasks OpenAI-compatible API for OCR, scraping, vision, audio, and guardrails.

Funding

Latest: Accelerator (Apr 2026). Investors: Y Combinator. (High).

Quick read

  • •Interfaze — Deterministic AI for developer tasks OpenAI-compatible API for OCR, scraping, vision, audio, and guardrails.
  • •Reported angle: Blog - Interfaze

Key signals

Funding

Latest: Accelerator (Apr 2026). Investors: Y Combinator. (High).

Hiring

1 hiring‑related row(s); role‑spam risk if mostly generic boards (Low).

GitHub

1 GitHub‑linked row(s) (Low).

Product / news

1 product/news‑styled row(s); headline risk without filings (High).

Evidence summary

Verified facts

  • •Interfaze — Deterministic AI for developer tasks OpenAI-compatible API for OCR, scraping, vision, audio, and guardrails.
  • •Reported angle: Blog - Interfaze

Recent movers

  • •May 20, 2026 · interfaze.ai — We got into YC P26 - Interfaze
  • •May 20, 2026 · ycombinator.com — Interfaze | Y Combinator
  • •May 11, 2026 · Blog / news — Blog - Interfaze

+2 more in Recent movement below

  • •May 20, 2026 · interfaze.ai — We got into YC P26 - Interfaze
  • •May 20, 2026 · ycombinator.com — Interfaze | Y Combinator
  • •May 11, 2026 · Blog / news — Blog - Interfaze
  • •May 11, 2026 · GitHub (linked from site) — Interfaze · GitHub
  • •May 10, 2026 · Careers page — Notion | Where teams and agents work together
  • •Y Combinator

Suggested next steps

  • ▸Schedule a partner intro within 2 weeks and request a data pack.
  • ▸Verify the funding history and syndicate directly with the founders.

Funding & hiring signals

funding_articleConfidence: low

Interfaze | Y Combinator

YC P26; research paper accepted to IEEE CAI 2026.

Affected score: noObserved: May 20, 2026

Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.

funding_articleMay 20, 2026Confidence: high

We got into YC P26 - Interfaze

Interfaze announced acceptance into Y Combinator P26 after evolving from JigsawStack.

Affected score: yesObserved: May 20, 2026Round: Accelerator
raisedaccelerator

Open roles (indexed)

No open roles indexed yet.

Public index
52Activity 76/100Elevated public activity signal
7D+17 (+48.6%)
30D+17 (+48.6%)
High Confidence

The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.

Source health

  • githubok
    Last checked Mon, Jun 29, 01:57 PM
  • socialok
    Last checked Mon, Jun 29, 01:57 PM

    Interfaze:reddit_credentials_not_configured

  • public_page:blogok
    Last checked Mon, Jun 29, 01:57 PM
  • public_page:pricingok
    Last checked Mon, Jun 29, 01:57 PM
  • public_page:homeok
    Last checked Mon, Jun 29, 01:57 PM
  • public_page:careersok
    Last checked Mon, Jun 29, 01:57 PM
  • public_market_enrichmentok
    Last checked Mon, May 11, 05:12 AM
  • public_page:_careersok
    Last checked Mon, May 11, 05:12 AM
  • public_page:_blogok
    Last checked Mon, May 11, 05:12 AM
  • public_page:_ok
    Last checked Mon, May 11, 05:12 AM

Signal timeline

18 dated public signals · newest on the right

Funding
Hiring
Product
Code
Press
Social
Company
Other
Dec 25, 2025Apr 2, 2026Jul 9, 2026
Funding (2)Hiring (1)Product (1)Code (2)Press (1)Social (4)Company (4)Other (3)

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Public source summary

Total evidence rows
18
Latest evidence
Thu, Jul 2, 04:11 PM

Source types found

blogcareers_pagecompany_sitefunding_articlegithubofficial_siteotherproductsocial

Strongest / recent news-style rows

  • We got into YC P26 - Interfaze

    Wed, May 20, 06:29 PM · confidence 88%high quality

  • Interfaze | Y Combinator

    Wed, May 20, 06:29 PM · confidence 85%high quality

  • Pricing - Interfaze

    Pricing · Sun, May 10, 10:20 PM · confidence 90%high quality

Public signal timeline

Newest first · 18 event(s)

1
Thu, Jul 2, 04:11 PM · blog · 90% · publichigh qualityBlog - Interfaze

Source: Blog

Product updates, engineering deep dives, and tutorials from the Interfaze, deterministic AI and developer tooling.

Source ↗
2
Mon, Jun 29, 01:57 PM · social · 72% · publichigh qualityShow HN: A new model architecture because transformers are not enough

Source: hackernews

Source ↗
3
Mon, Jun 29, 01:57 PM · social · 72% · publichigh qualityInterfaze: A new model architecture built for high accuracy at scale

Source: hackernews

Source ↗
4
Mon, Jun 29, 01:57 PM · social · 72% · publichigh qualityCNNs + VLM outperforms pure VLMs on OCR

Source: hackernews

Source ↗
5
Mon, Jun 29, 01:57 PM · social · 72% · publichigh qualityShow HN: A new benchmark for testing LLMs for deterministic outputs

Source: hackernews

Source ↗
6
Mon, Jun 29, 01:57 PM · official_site · 75% · publichigh qualityPricing - Interfaze

Source: official_site

Pricing - Interfaze Interfaze Beta pricing help docs blog sign in Pricing Interfaze token pricing Input tokens $1.50 / MTok Output tokens $3.50 / MTok Infrastructure Sandbox, Browser engine, etc. Included Caching Included Observability & Logging Coming so…

Source ↗
7
Mon, Jun 29, 01:57 PM · official_site · 75% · publichigh qualityThe AI model built for deterministic developer tasks - Interfaze

Source: official_site

The AI model built for deterministic developer tasks - Interfaze Interfaze Beta pricing help docs blog sign in Backed by Combinator A model built for deterministic tasks Interfaze is an AI model built on a new architecture for deterministic tasks achieving th…

Source ↗
8
Mon, Jun 29, 01:57 PM · official_site · 75% · publichigh qualityNotion | Where teams and agents work together

Source: official_site

Notion JavaScript must be enabled in order to use Notion. Please enable JavaScript to continue.

Source ↗
9
Mon, Jun 29, 01:57 PM · official_site · 75% · publichigh qualityBlog - Interfaze

Source: official_site

Blog - Interfaze Interfaze Beta pricing help docs blog sign in Blog All posts | Trending AI Models Interfaze Updates: OCR improvements, Gemini 3.5 benchmarks, STT word level accuracy, caching and more - 28 May 2026 Does the ability to refuse make a model more…

Source ↗
10
Wed, May 20, 06:29 PM · funding_article · 85% · verified_publichigh qualityInterfaze | Y Combinator

YC P26; research paper accepted to IEEE CAI 2026.

Source ↗
11
Wed, May 20, 06:29 PM · funding_article · 88% · verified_publichigh qualityWe got into YC P26 - Interfaze

Interfaze announced acceptance into Y Combinator P26 after evolving from JigsawStack.

Source ↗
12
Wed, May 20, 06:29 PM · company_site · 85% · verified_publichigh qualityInterfaze — Deterministic AI for developer tasks

OpenAI-compatible API for OCR, scraping, vision, audio, and guardrails.

Source ↗
13
Mon, May 11, 05:12 AM · github · 72% · verified_publichigh qualityInterfaze · GitHub

Source: GitHub (linked from site)

GitHub presence linked from official site for Interfaze.

Source ↗
14
Sun, May 10, 10:20 PM · product · 90% · publichigh qualityPricing - Interfaze

Source: Pricing

Interfaze API pricing: input and output tokens per million. Compare rates and reduce cost with run-task patterns.

Source ↗
15
Thu, Jul 2, 04:11 PM · careers_page · 70% · publicmedium qualityNotion | Where teams and agents work together

Source: Careers page

A collaborative AI workspace, built on your company context. Build and orchestrate agents right alongside your team's projects, meetings, and connected apps.

Source ↗
16
Mon, Jun 29, 01:57 PM · github · 55% · publicmedium qualityinterfaze-types

Source: npm_registry

TypeScript types, typed client, and utilities for the Interfaze AI API. Fixes the untyped precontext gap in the official SDK.

Source ↗
17
Mon, Jun 29, 01:57 PM · other · 50% · publiclow qualityInterfaith marriage

Source: wikipedia

Source ↗
18
Mon, Jun 29, 01:57 PM · other · 50% · publiclow qualityInterferon gamma

Source: wikipedia

Source ↗

Official / company site

5 row(s)

The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.

official_site·Mon, Jun 29, 01:57 PM·Confidence 75%high qualitypublic
Pricing - Interfaze

Pricing - Interfaze Interfaze Beta pricing help docs blog sign in Pricing Interfaze token pricing Input tokens $1.50 / MTok Output tokens $3.50 / MTok Infrastructure Sandbox, Browser engine, etc. Included Caching Included Observability & Logging Coming so…

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗
official_site·Mon, Jun 29, 01:57 PM·Confidence 75%high qualitypublic
The AI model built for deterministic developer tasks - Interfaze

The AI model built for deterministic developer tasks - Interfaze Interfaze Beta pricing help docs blog sign in Backed by Combinator A model built for deterministic tasks Interfaze is an AI model built on a new architecture for deterministic tasks achieving th…

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗
official_site·Mon, Jun 29, 01:57 PM·Confidence 75%high qualitypublic
Notion | Where teams and agents work together

Notion JavaScript must be enabled in order to use Notion. Please enable JavaScript to continue.

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗
official_site·Mon, Jun 29, 01:57 PM·Confidence 75%high qualitypublic
Blog - Interfaze

Blog - Interfaze Interfaze Beta pricing help docs blog sign in Blog All posts | Trending AI Models Interfaze Updates: OCR improvements, Gemini 3.5 benchmarks, STT word level accuracy, caching and more - 28 May 2026 Does the ability to refuse make a model more…

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗
company_site·Wed, May 20, 06:29 PM·Confidence 85%high qualityverified_public
Interfaze — Deterministic AI for developer tasks

OpenAI-compatible API for OCR, scraping, vision, audio, and guardrails.

Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.

Open source ↗

News

3 row(s)

Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.

product·Sun, May 10, 10:20 PM·Confidence 90%high qualitypublic
Pricing - Interfaze

Interfaze API pricing: input and output tokens per million. Compare rates and reduce cost with run-task patterns.

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗
other·Mon, Jun 29, 01:57 PM·Confidence 50%low qualitypublic
Interfaith marriage

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗
other·Mon, Jun 29, 01:57 PM·Confidence 50%low qualitypublic
Interferon gamma

Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.

Open source ↗

Funding / news

2 row(s)

Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.

funding_article·Wed, May 20, 06:29 PM·Confidence 85%high qualityverified_public
Interfaze | Y Combinator

YC P26; research paper accepted to IEEE CAI 2026.

Why it matters: Funding signal — capitalization evidence; check the linked source for round, amount, and investors.

Open source ↗
funding_article·Wed, May 20, 06:29 PM·Confidence 88%high qualityverified_public
We got into YC P26 - Interfaze

Interfaze announced acceptance into Y Combinator P26 after evolving from JigsawStack.

Why it matters: Funding signal — Accelerator per this source; verify against the linked original before relying on it.

Open source ↗

Hiring

1 row(s)

Open roles and careers pages. Active hiring implies runway to spend and shows where the company is investing (engineering vs GTM vs ops).

careers_page·Thu, Jul 2, 04:11 PM·Confidence 70%medium qualitypublic
Notion | Where teams and agents work together

A collaborative AI workspace, built on your company context. Build and orchestrate agents right alongside your team's projects, meetings, and connected apps.

Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.

Open source ↗

GitHub

2 row(s)

Public engineering activity. Sustained commits, releases, and stars indicate real product development and, for dev tools, developer adoption.

github·Mon, May 11, 05:12 AM·Confidence 72%high qualityverified_public
Interfaze · GitHub

GitHub presence linked from official site for Interfaze.

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗
github·Mon, Jun 29, 01:57 PM·Confidence 55%medium qualitypublic
interfaze-types

TypeScript types, typed client, and utilities for the Interfaze AI API. Fixes the untyped precontext gap in the official SDK.

Why it matters: Engineering signal — public repo activity evidences active development and possible developer adoption.

Open source ↗

Social

4 row(s)

Social presence and mentions. A soft signal — useful for gauging attention and launch reception, not a substitute for verified traction.

social·Mon, Jun 29, 01:57 PM·Confidence 72%high qualitypublic
Show HN: A new model architecture because transformers are not enough

Why it matters: Attention signal — social mention or presence; soft signal of market interest.

Open source ↗
social·Mon, Jun 29, 01:57 PM·Confidence 72%high qualitypublic
Interfaze: A new model architecture built for high accuracy at scale

Why it matters: Attention signal — social mention or presence; soft signal of market interest.

Open source ↗
social·Mon, Jun 29, 01:57 PM·Confidence 72%high qualitypublic
CNNs + VLM outperforms pure VLMs on OCR

Why it matters: Attention signal — social mention or presence; soft signal of market interest.

Open source ↗
social·Mon, Jun 29, 01:57 PM·Confidence 72%high qualitypublic
Show HN: A new benchmark for testing LLMs for deterministic outputs

Why it matters: Attention signal — social mention or presence; soft signal of market interest.

Open source ↗

Blog

1 row(s)

Company blog and newsletters. Shipping cadence and technical depth of posts hint at product velocity and team quality.

blog·Thu, Jul 2, 04:11 PM·Confidence 90%high qualitypublic
Blog - Interfaze

Product updates, engineering deep dives, and tutorials from the Interfaze, deterministic AI and developer tooling.

Why it matters: Company publishing — post cadence and depth hint at product velocity.

Open source ↗

Private workspace

Sign in as an active team member to view private notes, watchlist controls, transcript evidence, and interaction history.

Sign in
DealFlow OS · Public market terminal
Privacy PolicyTerms & Conditions