WillItSurvive

YC Summer 2026

Early reads. These 713 companies across 4 YC batches were assessed in July 2026 on limited public evidence. None is hard to displace, and 4 are defensible for now. These standings rest on less evidence than the rest of the site.

149 companies assessed. 109 of them, 73.2%, sit in the two least protected bands. Across all 10,525 companies assessed the share is 53.3%.

The picture

This batch is a snapshot of what happens when 149 very young companies pile into the same handful of AI ideas at once. Most are pre-revenue, most have a moat score of 1, and most picked a problem space where a funded incumbent already ships the same feature. Voice AI routing, GPU marketplaces, coding agents, AI trading signals, and finance back-office automation each drew multiple entrants competing against Vapi, ElevenLabs, SF Compute, GitHub Copilot, and Oracle at once. The standing numbers say it plainly: 80 of 149 are losing its protection, 40 are protection under test, and only 29 look wide open, which here means exposed to direct competition rather than safe. The few holding steadier ground share one trait: a narrow, specific customer (Australian GP clinics, DOE nuclear facilities, industrial video capture) where no confirmed customer loss has happened yet, not because the market is empty but because the company hasn't scaled into the incumbent's path. The one thing deciding outcomes here is whether a company picked a lane a bigger, funded player hasn't already claimed, or just wrapped a frontier model and called it a product.

All 149 companies, most protected first
CompanyStanding
Agency Tool Company
Builds fast OTA updates and hardware-in-loop CI for real-world robot fleets.
Protection under test
Alloovium
AI layer that reads construction compliance paperwork across Procore, Aconex, Trimble, SharePoint
Protection under test
Assemble
Assemble builds AI agents that do enterprise IT config work across Salesforce, SAP, Workday
Protection under test
Async
Async builds AI agents that do back-office work for small law firms, clinics, and realty offices
Protection under test
Axelrod
AI operating layer that sits on top of a boutique hotel's existing PMS and pricing tools
Protection under test
Billow AI
AI agents that run accounts payable, reconciliation, and month end close
Protection under test
Billow AI Labs
AI agents that run accounts payable, close, and FP&A work for finance teams
Protection under test
Coasty
A 2-person YC S26 startup building an API for computer-use AI agents
Protection under test
Cova
Licensed Michigan home care agency running scheduling, billing, and intake through AI agents.
Protection under test
Daqstra
AI software layer that orchestrates fragmented physical test hardware for R&D engineers
Protection under test
Datoric
Startup selling security-first, consent-chained training data to AI labs
Protection under test
FlowManual
Two-person startup building AI to read construction bids, contracts, and submittals for back-office teams
Protection under test
Glen
Glen builds a unified, MCP-based context layer linking AI agents and human tools.
Protection under test
Greypoint Industries
Early-stage maker of counter-swarm interceptor drones for military use
Protection under test
GUILD
Early-stage startup building AI software to speed up defense parts manufacturing and contracting
Protection under test
Inkbox
Identity and comms layer giving AI agents email, phone, iMessage, and a vault
Protection under test
Insurf
Two-person YC S26 startup drafting AI health insurance appeals as a wedge into payer-data pricing
Protection under test
Isengard Industries Inc
YC S26 startup building mass-produced AI-guided strike drones and counter-drone systems for allied militaries
Protection under test
Justinian
AI-native government affairs firm pairing human lobbyists with AI monitoring for startups
Protection under test
Last Accounting Company
Agent-native accounting firm: AI agents do bookkeeping, licensed accountants sign off
Protection under test
Levocred
YC-backed AI software that automates credit teams' workflows, like covenant checks and IC memos
Protection under test
Libra Robotics
YC S26 startup building autonomous robots to install solar panels on utility-scale farms
Protection under test
Lumeria
Early-stage startup building a phone-camera UV/polarized-light adapter for skin tracking
Protection under test
Manifold
Two-person YC startup renting robots to warehouses at a per-pick price, no capex
Protection under test
Olam Labs
Two-person startup testing AI models by having humans unknowingly play games against them
Protection under test
Palisade
AI that finds and auto-fixes OS-level vulnerabilities across device fleets
Protection under test
Pluto
AI voice agent that interviews professionals to build discoverable career profiles
Protection under test
PokerClubHub
Handles crypto payments and payouts for private poker club apps like ClubGG
Protection under test
Prescience
Two-person startup selling AI-priced self-funded health benefits to employers
Protection under test
Prized
Lets non-engineers build internal company tools by describing them in plain English
Protection under test
Proprio Robotics
Two-person YC startup building robots to construct and maintain data centers
Protection under test
Realpact
AI agent that pulls property records and auto-fills real estate contracts
Protection under test
Shielded
Early-stage YC S26 startup linking ERP and external data to track supply chain risk
Protection under test
Speko
Speko is a YC S26 startup building one API to route voice AI across speech and language providers
Protection under test
SubVysion
Pre-seed AI/AR startup mapping underground utilities for contractors before they dig
Protection under test
Trope
Trope builds AI agents for SAP, Oracle, and NetSuite implementation partners
Protection under test
Truffle
AI-native back-office software for restaurants: inventory, ordering, forecasting
Protection under test
Vendo
Open-source layer letting SaaS end-users build their own features via plain-English AI agents
Protection under test
Waddle Labs
Two-person YC startup building AI agents that write robot control code
Protection under test
Whitespace
AI system that plugs into distributors' ERPs and inboxes to run order entry, planning, and quotes
Protection under test
6thSense
Startup selling tactile glove data and haptic datasets to train robot hands
Losing its protection
83 Sciences
Early-stage startup mining labs' unpublished experimental data to train AI for materials discovery
Losing its protection
Agnost AI
Two-person startup that mines AI agent chat logs for bugs and auto-writes fixes
Losing its protection
Aktoria Robotics
Two-person YC startup selling human teleoperators as a plug-in "API" for robots
Losing its protection
Almanac
Open-source, self-updating code wiki generated by AI coding agents
Losing its protection
Amulet
Two-person YC startup building AI agents that flag churn and draft customer success outreach
Losing its protection
Archal
Two-person startup building stateful SaaS clones to test and auto-fix AI agents
Losing its protection
Atlas Discovery
Pre-seed startup building AI foundation models to predict patient drug response
Losing its protection
Atomarine
Startup building offshore nuclear powered data center barges (YC S26)
Losing its protection
Avoca Systems
AI system that answers calls, schedules, and handles referrals for radiology networks
Losing its protection
Baud
Pre-tape-out startup building multiplier-free AI chips for training and inference
Losing its protection
Baud Labs
Pre-seed startup building multiplication-free AI chips, 3 people, tape-out planned for late 2026
Losing its protection
Bizmark
Bizmark builds custom software for quoting, scheduling, and inventory at manufacturers
Losing its protection
Bloomy
AI tutoring app that gates K-12 students through mastery-based skill graphs
Losing its protection
Blueprints
No-code copilot and MCP layer for building and backtesting Polymarket trading strategies
Losing its protection
Care GP
AI agents that handle admin, billing, and referrals for Australian GP clinics
Losing its protection
Codag
Codag compresses infra logs into cited snippets so AI incident agents don't drown in raw text
Losing its protection
Computable
Marketplace to buy, sell, and redeem GPU compute hours for any week
Losing its protection
Control Seat
AI-native software unifying PLC, SCADA, HMI, and historians for factories
Losing its protection
Cosmic Robotics
Builds autonomous robots that install solar panels for utility-scale projects
Losing its protection
Definite
AI agents that turn weeks of bank regulatory filings into auditor-ready receipts
Losing its protection
Denta
Denta builds AI software to automate dental practice back-office work like insurance and billing.
Losing its protection
Derya
AI-native freight forwarder using AI agents for quoting, booking, tracking
Losing its protection
Dialogus
Three-person startup building infrastructure and tooling for enterprise AI voice agents
Losing its protection
Donkey
Factory-direct import broker: takes title, inspects factories, quotes flat DDP prices for US buyers
Losing its protection
Earendil Robotics
Seven-person startup building AI interceptor drones for squad-level counter-drone defense
Losing its protection
Edviro
AI that finds and fixes energy waste in school buildings before it costs money
Losing its protection
Egoist Machines
Startup building portable, user-owned memory that follows you across AI apps
Losing its protection
Experiential Labs
Builds tools that turn agent production traces into simulated worlds for continual learning
Losing its protection
Fabraix
Two-person YC startup building AI agents that hack other companies' AI agents
Losing its protection
Floracene
Helps physician-owned surgery centers cut implant costs by switching to equivalent devices
Losing its protection
Gamgee
Two-person startup building personalized mRNA cancer vaccines for dogs
Losing its protection
HERA
AI tool that checks engineering drawings against GD&T and ASME standards
Losing its protection
Hop Aero
Early-stage startup building rockets to deliver cargo into contested war zones
Losing its protection
HyperProbe
SDK that streams live production runtime data into AI coding agents via MCP
Losing its protection
Instance
Two-person YC startup building automated success detectors for robot policy evals
Losing its protection
Instaplay
AI tool that turns text prompts into playable multiplayer browser games
Losing its protection
Kebra
Two-person YC startup turning technician voice recordings into job notes and orders
Losing its protection
Levocred AI
AI system that automates borrowing-base, covenant, and memo work for private-credit funds
Losing its protection
Litmus
Litmus builds AI-resistant async work trials from a company's own code and tickets
Losing its protection
Locke
Two-person AI-native government affairs firm serving early-stage startups navigating DC
Losing its protection
Maingen
Two-person YC startup building RL training environments for industrial operations
Losing its protection
Mireye
Mireye turns free U.S. federal geospatial data into an API/MCP layer for AI agents
Losing its protection
Molagri
Toronto biotech designing resistance-free pesticides, pre-revenue, YC S26 batch
Losing its protection
Nebula Security
AI-native security lab selling automated code auditing built by elite exploit researchers
Losing its protection
Neuron Industries
2-person YC startup building AI-programmable industrial controllers for PLC work
Losing its protection
OneCLI
Open-source proxy that hides API keys and secrets from AI coding agents.
Losing its protection
Ooak Data
Early-stage startup building a library of real business workflow data for AI training
Losing its protection
Operon
Operon turns scanned P&ID drawings into a live, queryable plant graph for factories and plants
Losing its protection
Orvixo
AI tool that builds live factory schedules for manufacturers, 2-person YC S26 team
Losing its protection
OS3
2-person YC S26 startup building semi-humanoid robots and AI for hotel labor tasks
Losing its protection
Osmaura
AI agents that spot new legal-matter leads for corporate law firm partners
Losing its protection
Osseus
Two-person startup building a permissioned AI memory layer across R&D tools.
Losing its protection
Pango
Swedish-born VPN brand now folded into Point Wild's consumer-cybersecurity roll-up
Losing its protection
Petrarch
Marketplace that sources, clears, and sells proprietary enterprise data to AI labs
Losing its protection
Poth Labs
Two-person startup building AI software that unifies customer feedback data
Losing its protection
Praxis AI
Praxis AI pays workers to film their jobs, building video data to train robots
Losing its protection
Prescience, Inc.
AI-native health benefits platform for employers using level-funded plans
Losing its protection
ProvenMetal
Early-stage startup building fast-turn, American-made PCB assembly for defense/drone buyers
Losing its protection
Rapidfolio
AI agents that turn banks' manual compliance and fraud procedures into automated workflows
Losing its protection
Rational
Rational builds AI agents that do AP, close, and reconciliation work for accounting teams
Losing its protection
Rex
Rex sells AI agents that run enterprise order-to-cash work: billing, collections, cash matching.
Losing its protection
Rise Reforming
Startup converting landfill and biogas waste gases into methanol and DME chemicals
Losing its protection
Risklytics
Two-person YC startup scoring per-property disaster risk and brokering hard-to-place commercial insurance
Losing its protection
Robocurve
Two-person startup building independent real-world testing for robots and physical AI models
Losing its protection
RonanRx Inc.
AI startup that personalizes GLP-1 and peptide dosing using labs and wearables
Losing its protection
Salem Robotics Inc
Software for autonomous robotic radiation surveys in nuclear and DOE facilities
Losing its protection
screenpipe
Local-first app that records your screen and audio 24/7 to feed AI agents memory
Losing its protection
Shepherd
AI work memory that indexes Slack, Notion, GitHub and more for agents
Losing its protection
Sidekick
SMS chatbot letting factory floor workers text questions and get AI answers from manuals
Losing its protection
Skymerse
Solo-founder startup building AI flight-ops planning and dispatch tools for airlines
Losing its protection
telli
AI voice agents that run customer service calls for B2C companies in Europe
Losing its protection
Torus
AI agents that cross check P&IDs and specs for capital project EPC firms
Losing its protection
Touchmark
Touchmark charges AI companies for output quality instead of raw token usage
Losing its protection
Understudy
Watches AI agent traces, then trains cheaper open-weight models to replace frontier ones
Losing its protection
Understudy Labs
Gateway that helps companies swap closed AI APIs for open-weight models they own
Losing its protection
Verdant
AI-native software that helps city and county staff process land-use permits faster
Losing its protection
Vestris
AI agents that automate title search and closing steps in real estate deals (YC S26)
Losing its protection
Zaplar
Zaplar builds an AI operating layer that runs hotel front desk and guest tasks automatically
Losing its protection
Zomma
Builds AI agents that click through finance back-office systems for hedge funds
Losing its protection
Agentcard
Issues single-use debit cards so AI agents can pay for things themselves
Little protection left
Alkera AI
AI agent that builds and tracks data pipelines with cross-platform lineage
Little protection left
Belvedir
Pre-launch startup building private, self-improving AI agents via RL on traces
Little protection left
Cerenovus
Early-stage YC S26 startup building AI knowledge tools like Compendium
Little protection left
Conifer
Local-first router that shifts AI requests to on-device models to cut cloud token bills
Little protection left
Context.dev
API that scrapes and structures web data for AI agents and LLM pipelines
Little protection left
Ekpa
Ekpa is a YC-backed startup offering a read-only AI dashboard and one rule-based S&P 500 trading signal for retail investors.
Little protection left
Florin
A 3-person YC startup building a banking and finance platform for other startups
Little protection left
hardware intelligence
Two-person startup building agentic tools for chip design, RTL debugging, and verification
Little protection left
Hoplite
Two-person startup wrapping GPT-5.x and Claude models into a cloud coding agent
Little protection left
Illume Labs
Illume Labs is an AI companion that reads your wearable, lab, and gene data and texts you health insights
Little protection left
Induction Labs
2-person YC lab building a foundation model that learns computer-use from screen-recording video
Little protection left
LATO
AI agent that runs investor research interviews and expert calls
Little protection left
LemonLime
No-code AI that studies your business and builds automations for you
Little protection left
machine0
Solo-founder tool giving AI agents persistent Linux VMs via CLI and MCP
Little protection left
Markov
Markov builds open-source screen-recording datasets to train computer-use AI agents
Little protection left
Nex
Early-stage startup building an AI context layer linking customer data to GTM agents
Little protection left
Notyfi
Notyfi turns plain-English requests into live web alerts piped to AI agents
Little protection left
OpenRelay
2-person YC startup routing AI inference across cheap, hardware-agnostic GPUs
Little protection left
OpenTrade
Pre-launch YC S26 app with a fantasy-stock-picking game and AI research cards
Little protection left
Palette
Palette is a YC S26 startup offering a chat-like interface to generate and edit AI video
Little protection left
Parasma
One-person startup writing training algorithms for cultured human neurons it doesn't own
Little protection left
Perceptron ML
Two-person pre-revenue YC startup pitching AI tools for law firms and a separate event-alert app
Little protection left
rekursiv.ai
Two-person YC S26 startup building autonomous AI agents that do scientific research
Little protection left
Rindler
Rindler turns any website into an API so AI agents can browse and act on it
Little protection left
Totalis
Startup building a cross-venue parlay aggregator for prediction markets on Solana
Little protection left
Traceforce
Endpoint monitoring that finds AI apps and MCP connections on company devices
Little protection left
TrustAI
Early startup checking AI agents for compliance risk inside SAP's ERP systems
Little protection left
Tsenta
AI agent that auto-fills and submits job applications on your behalf
Little protection left
Questions people ask
did yc s26 batch crowd into the same ai ideas
Yes. Multiple companies picked voice AI routing, GPU compute marketplaces, coding agents, and AI trading signals at the same time, running directly into Vapi, SF Compute, GitHub Copilot, and Robinhood respectively.
are any yc s26 companies actually safe from competition
None are fully clear, but Salem Robotics, Osseus, and Donkey show the lowest pressure scores in the batch because they sit in narrow, physical, or hard-to-copy niches like nuclear facility surveys and factory-direct sourcing.
how many yc s26 companies are struggling
80 of the 149 companies assessed are losing its protection and 40 are protection under test, leaving only 29 in a clearer position, and even those face high competitive pressure.
which yc s26 startups target enterprise finance automation
Zomma, Billow AI Labs, Rex, and Levocred all target finance back-office or credit team automation, and each is running into either UiPath, Oracle/NetSuite, an Anthropic-Blackstone-Goldman joint venture, or PitchBook's Lumonic in the same space.
what yc s26 startups avoid direct ai competition
Salem Robotics, working in nuclear facility radiation surveys, and Cerenovus, an early pre-launch knowledge graph tool, both currently show no documented customer loss simply because no rival has moved into their specific space yet.
What to watch
Head to head in this cohort
Other cohorts