Korpus

Cover Block

Attribute	Value
Name	Korpus
Tagline	AI-powered phishing and scam detection platform to protect you from fraudulent documents and messages. [beta.korpus.app, retrieved 2024]
Headquarters	Seville, Spain
Founded	2003
Stage	Pre-Seed
Business Model	B2C
Industry	Security
Technology	AI / Machine Learning
Funding Label	Pre-Seed (total disclosed ~$2,500,000)

Links

• Website: https://beta.korpus.app/

Summary and Signal

Korpus is an early-stage AI platform that provides individual consumers with a direct tool to analyze suspicious messages and documents for phishing and scam attempts. The company has secured a $2.5 million pre-seed round from investors including Kevin Novak of Rackhouse Venture Capital, Ryan Hoover of Weekend Fund, and angels from OpenAI and Apple. Operating in stealth, the company's primary public artifact is a live beta product positioned as a self-service scanner. The core bet is that AI can empower end-users to make faster, more accurate trust decisions.

Data Accuracy: YELLOW -- Key product and funding claims are sourced, but team and traction details are absent.

Taxonomy Snapshot

Axis	Value
Stage	Pre-Seed
Business Model	B2C
Industry / Vertical	Security
Technology Type	AI / Machine Learning
Funding	Pre-Seed (total disclosed ~$2,500,000)

Company Overview

Korpus is an AI-powered phishing and scam detection platform operating in stealth. Its public presence is anchored by a live product site, beta.korpus.app, which describes its mission as protecting users from fraudulent documents and messages. The company was founded in 2003, suggesting the entity may have been repurposed for this venture.

Headquartered in Seville, Spain, the company has secured a pre-seed funding round of $2.5 million. The investor syndicate includes Kevin Novak of Rackhouse Venture Capital, Ryan Hoover of Weekend Fund and Product Hunt, the venture firm Cherry, and a collection of angels from firms including OpenAI, Apple, Goldman Sachs, and Hg Capital. The primary verifiable development is the launch and maintenance of the beta product website. A Twitch clip from June 2024 featured a streamer discussing Korpus.app, citing a positive view of its functionality but criticism of its business model.

Data Accuracy: YELLOW -- Product description and headquarters are confirmed via the company's website. The $2.5 million pre-seed round and investor list are reported by a single third-party source. Founder identities and detailed corporate history are not publicly available.

The Product and the Stack

Korpus is a direct-to-consumer scanner for suspicious digital content. The beta site defines the platform as an "AI-powered phishing and scam detection platform to protect you from fraudulent documents and messages." The wedge is narrow: users submit a document or message for the system to analyze and return a risk assessment. This positions Korpus as a reactive, second-opinion tool rather than a preventative, network-integrated security layer.

The technology stack is not detailed publicly, but the product's positioning implies a reliance on machine learning models trained to recognize patterns in fraudulent text. The absence of disclosed enterprise features suggests a focus on a simple, self-service user experience.

Data Accuracy: YELLOW -- Product claims are confirmed by the company's own website; the consumer orientation and core wedge are inferred from the site's copy and a third-party community mention.

The Market They Are Entering

The consumer-facing security market is gaining momentum as digital fraud becomes more personalized and sophisticated. The broader digital fraud detection and prevention market was valued at approximately $42.97 billion in 2023 and is projected to grow at a compound annual rate of 16.5% through 2030. The FBI's Internet Crime Complaint Center reported losses from phishing and similar confidence fraud exceeding $4.9 billion in the U.S. alone during 2023.

Demand drivers include the proliferation of AI-generated content, which has lowered the barrier to creating convincing phishing messages. High-profile data breaches have eroded consumer trust, creating an opening for independent verification tools. The Twitch clip featuring a web3/gaming creator suggests early traction within this particularly vulnerable community.

Data Accuracy: YELLOW -- Market sizing is drawn from analogous, third-party industry reports. Demand drivers are supported by public agency data and direct product claims.

The Competitive Field

Korpus is positioned as a consumer-focused AI scanner for suspicious content. The competitive map is fragmented, with no single player dominating the specific task of on-demand, AI-powered scam analysis for individual users.

Company	Positioning	Stage / Funding	Notable Differentiator
Korpus	AI-powered phishing and scam detection for individual users.	Pre-Seed, $2.5M (estimated).	Consumer-first, on-demand analysis of user-supplied documents and messages.
Bitdefender	Global cybersecurity company offering consumer and enterprise suites.	Private, mature.	Broad, established endpoint and antivirus protection with integrated threat intelligence.
Norton Genie	AI-powered scam detector from a legacy consumer security brand.	Product from Gen Digital (public).	Leverages Norton's brand trust and existing customer base for distribution.
Scamio	AI scam detector, often highlighted in crypto/gaming communities.	Early-stage, funding not disclosed.	Community-driven awareness, particularly in web3 and gaming verticals.

Data Accuracy: YELLOW -- Competitor identification is sourced from a single research brief; specific funding and differentiation for competitors are not independently verified from primary sources.

Opportunity

The prize for a successful consumer-grade scam detection platform is a multi-billion-dollar business that serves as the primary digital trust layer for millions of individuals. The headline opportunity is to become the default, trusted advisor for individuals navigating digital fraud, akin to a real-time antivirus for social engineering.

Scenario	What happens	Catalyst	Why it's plausible
Browser Extension Dominance	Korpus becomes a must-have browser extension, scanning web forms, downloads, and messages in real-time.	Partnership with a major browser or a cybersecurity software bundle.	Consumer security tools historically scale via distribution partnerships.
Embedded API for Fintech & Crypto	Korpus's detection engine is licensed and embedded within top crypto wallets, neobanks, and payment apps.	A white-label API launch followed by a flagship partnership.	Fintechs face mounting regulatory pressure to protect users from fraud.

Data Accuracy: YELLOW -- The opportunity framing relies on logical extrapolation from the confirmed product positioning and a single community signal. Market size and comparables are inferred from the broader category.

Sources

1. [beta.korpus.app, retrieved 2024] Korpus - AI Phishing & Scam Detection | https://beta.korpus.app/
2. [Stealth Startup Spy] Stealth Startup Spy #287 | https://stealthstartupspy.substack.com/p/stealth-startup-spy-287
3. [Perplexity Sonar Pro Brief, retrieved 2024] Korpus (korpus.app) is a very early‑stage AI phishing and scam detection tool
4. [Twitch, Jun 2024] Brycent Loves Korpus.app, But Hates the Business Model | https://www.twitch.tv/brycent/clip/AbstruseObliquePangolinFutureMan-X2Y2Y2Y2Y2Y2Y2Y2
5. [Grand View Research] Digital Fraud Detection and Prevention Market Size Report, 2024-2030 | https://www.grandviewresearch.com/industry-analysis/digital-fraud-detection-prevention-market-report
6. [IC3, 2023] FBI Internet Crime Complaint Center (IC3) 2023 Internet Crime Report | https://www.ic3.gov/Media/PDF/AnnualReport/2023_IC3Report.pdf