Morph Labs
Morph Labs builds Morph Cloud, a self-serve cloud infrastructure platform for AI agents featuring Infinibranch, which enables instantaneous zero-overhead branching of entire computational environments. It serves AI agent developers, AI/ML researchers running RL rollouts, and agentic software engineers.
- Company typePrivate
- Founded-
- Headquarters—
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Morph Labs does
Morph Labs is a privately held cloud infrastructure company building computational environments for AI agents. The company's core technology, Infinibranch, enables instantaneous branching of entire running computational environments with zero overhead, built on a proprietary virtualization stack (MorphVM) and a distributed copy-on-write filesystem (MorphFS). Morph Cloud is the primary product surface, offered via a self-serve platform at cloud.morph.so, and supports both ephemeral instances (under one second, similar to Lambda) and persistent instances (months-long).
The company targets AI agent developers, AI/ML researchers running reinforcement learning and evaluation workloads, and software engineers using agentic development tools. Named reference customers include cmux, which runs parallel computer-use agents on Morph Cloud, and Math, Inc, which uses the platform for its Gauss agentic reasoning system for RL rollouts. In October 2025, Morph Labs released Infinibranch Liquid Metal, an infrastructure update delivering burst scalability and higher concurrency on team and scale subscription tiers, with benchmarked p90 latency of 3.96s versus 45.0s on prior infrastructure under burst workloads.
Morph Labs operates a product-led and community-led go-to-market. Distribution is entirely self-serve through the cloud platform, with technical blog content and a developer early access program as the top-of-funnel channels. Revenue is generated through subscription tiers (team and scale) with usage-based scaling; specific pricing is not publicly disclosed. The company is small (approximately 6 employees), privately held, actively hiring researcher-engineers, and based in a structure typical of an early-stage venture-backed startup (no funding rounds, investors, or ownership details disclosed in available data).
Morph Labs firmographics
Firmographics- Name
- Morph Labs
- Legal name
- Morph Labs
- Website
- https://morph.so
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Morph Labs builds Morph Cloud, a self-serve cloud infrastructure platform for AI agents featuring Infinibranch, which enables instantaneous zero-overhead branching of entire computational environments. It serves AI agent developers, AI/ML researchers running RL rollouts, and agentic software engineers.
- Ownership category
- akta.pro rank
Morph Labs industry classification
Industry- Product category
- Cloud Infrastructure for AI Agents
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Managed Application Platforms (App PaaS & Runtime Services) (HDABAAAD)
- akta.pro secondary industry
- Hybrid Cloud DR/BC & High Availability (HDABAMAI)
Keywords
Morph Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Morph Cloud Compute Services: Cloud infrastructure services for AI agents with subscription tiers (team and scale). Usage-based scaling with generous concurrency and pricing. Instances can be ephemeral (<1s) or persistent (months).
Go-to-market motion2 records
Distribution channels1 record
Marketing channels3 records
Morph Labs product offering
Product offeringCore offering
Morph Labs sells Morph Cloud, a self-serve cloud infrastructure platform purpose-built for AI agent workloads, featuring Infinibranch technology that takes snapshots of complete running systems and creates zero-overhead parallel branches in a fraction of a second. The platform supports both ephemeral instances (sub-second, Lambda-like) and persistent instances (months), with team and scale subscription tiers providing burst scalability and higher concurrency for RL rollouts, agentic evaluations, and parallel computer-using agents.
Product overview
Morph Labs offers Morph Cloud as its primary cloud platform for the AI agent era. The platform is powered by Infinibranch, a breakthrough infrastructure technology that enables instantaneous branching of entire computational environments, allowing AI agents to explore millions of possible paths simultaneously. Infinibranch Liquid Metal is a major update to this infrastructure that provides burst scalability and higher concurrency quotas, enabling developers to effortlessly scale agent workloads to thousands of replicas. The platform supports both ephemeral instances (under 1 second, similar to Lambda) and persistent instances running for months uninterrupted.
Differentiator
Problem solved
Functional benefit
Brands
- Infinibranch: Breakthrough cloud infrastructure technology enabling instantaneous branching of entire computational environments, allowing AI agents to explore millions of possible paths simultaneously.
- MorphVM
- MorphFS
- Morph Cloud
Products and services
- Morph Cloud Self-serve cloud infrastructure platform designed for AI agent workloads, supporting ephemeral instances (<1s, Lambda-like) and persistent instances (months), with team and scale subscription tiers offering higher concurrency and burst scalability.
- Infinibranch Cloud infrastructure technology that enables instantaneous branching of complete running computational environments with zero overhead, allowing AI agents to explore millions of possible paths simultaneously in a fraction of a second.
Quantifiable outcome
- p90 latency reduced from 45.0s to 3.96s under burst workloads with Liquid Metal
- +2 more outcomes
Companies that use Morph Labs
Customer profileNamed customers2 records
Segments3 records
Ideal customer profiles3 records
Morph Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature4 records
Morph Labs partnerships and signals
Strategic signalScale indicators1 record
Recent moves4 records
Expansion highlights5 records
Morph Labs competitors and assessment
Company assessmentDirect peers
- Replicate: Cloud platform for running and deploying ML models with API access, targeting AI developers with self-serve model serving. Comparable AI cloud infrastructure peer with similar PLG motion.
- Modal Labs: Serverless cloud platform for AI/ML workloads with ephemeral compute, autoscaling, and developer-first PLG. Most directly comparable to Morph Cloud in target market (AI engineers/researchers) and self-serve delivery model.
- Anyscale: Ray-based platform for scaling AI/ML workloads including training, inference, and RL. Overlaps Morph on RL rollout and AI compute, though emphasizes distributed compute rather than branching primitives.
- E2B: Provides sandboxed cloud compute environments specifically designed for AI agents to execute code safely. Direct competitor to Morph's branching/snapshot primitives for agentic workloads.
- Beam Cloud: Cloud compute platform targeting AI developers with serverless GPU/CPU workloads and self-serve onboarding. Overlaps Morph on developer-first AI cloud infrastructure.
Emerging players
- RunPod: GPU cloud platform serving AI/ML workloads with autoscaling and developer-focused UX. Comparable target market but focused on GPU compute rather than branching/snapshotting.
- Lambda Labs: GPU cloud provider for AI training and inference with developer-friendly deployment. Comparable customer base (AI researchers, startups) but focused on GPU instances rather than agent compute primitives.
- Fly.io: Developer-focused compute platform offering fast container deployment and autoscaling globally. Comparable self-serve, developer-first cloud compute model, though general-purpose rather than AI-agent-specialized.
Broad incumbents
- CoreWeave: Large-scale GPU cloud provider serving AI training and inference workloads at hyperscale. Serves overlapping customers (AI labs, agent startups) but operates at much larger scale with broader GPU focus.
- AWS Fargate: Serverless container compute service from AWS, explicitly benchmarked by Morph. Serves similar containerized workloads but lacks instantaneous branching — Morph's primary competitive comparison point.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat3 records
Key risks6 records
Key highlights6 records
Customer concentration
Morph Labs social profiles
Digital presenceMorph Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Morph Labs leadership team
Management profileNumber of profiles
Morph Labs funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Morph Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Morph Labs
What does Morph Labs do?
Morph Labs sells Morph Cloud, a self-serve cloud infrastructure platform purpose-built for AI agent workloads, featuring Infinibranch technology that takes snapshots of complete running systems and creates zero-overhead parallel branches in a fraction of a second. The platform supports both ephemeral instances (sub-second, Lambda-like) and persistent instances (months), with team and scale subscription tiers providing burst scalability and higher concurrency for RL rollouts, agentic evaluations, and parallel computer-using agents.
Is Morph Labs a public or private company?
Morph Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was Morph Labs founded?
Morph Labs was founded in -1. It employs 1 to 10 people.
How does Morph Labs make money?
One revenue line is on record: morph Cloud Compute Services.
Who are Morph Labs's main competitors?
Direct peers on record are Replicate, Modal Labs, Anyscale, E2B and Beam Cloud. Emerging players are RunPod, Lambda Labs and Fly.io. Broad incumbents are CoreWeave and AWS Fargate.
Does Morph Labs have an API?
No public API is recorded for Morph Labs.
What industry is Morph Labs in?
Morph Labs's product category is Cloud Infrastructure for AI Agents. Its primary akta.pro industry code is HDABAAAD, Managed Application Platforms (App PaaS & Runtime Services), with a secondary code of HDABAMAI, Hybrid Cloud DR/BC & High Availability. Its NAICS code is 518 and its SIC code is 7370.