Who it is forTeams building an agent platform or product for their own customers (founders, CTOs and platform engineers shipping a multi-tenant agent product on top of OpenClaw)

You are building an agent product. You are not in the cloud business. Stop acting like you are.

Molted is the managed operating environment underneath your agent platform: every customer gets a real OpenClaw instance that never gets stuck in a crash loop, on compute benchmarked for agents, with versioned workspaces, browser automation and 1,500+ integrations, all run by us and all white-labelable under your product.

You set out to build an agent platform for your customers, and somewhere along the way you became an infrastructure company by accident. Every feature your roadmap promised now sits behind an infrastructure problem, a server out of memory or a captcha you did not plan for. Molted gives you agent-ready environments instead of bare machines, so the only thing you have to build is the product your customers actually pay for.

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01The reality today

What this costs you now.

Multi-tenant OpenClaw is eating your whole roadmap

Running one OpenClaw in production is already painful. Now you are running one per customer on shared servers, 24/7, and it has quietly become your real product. Crashloops, corrupted configs that brick an instance, a single tenant that exhausts a server's memory and takes every other customer's agent down with it: each one is a support ticket with your name on it, and every hour spent on it is an hour not spent on the features that differentiate you.

You are paying for idle machines and still feel slow

To make agents feel fast you reach for bigger boxes, then watch them sit 90% idle because a single agent only needs a fraction of one. You are burning margin on hardware you babysit, and your agents still cold-start in seconds because consumer-grade or oversold compute is the bottleneck. Your customers feel the lag, and you eat the cloud bill either way.

Every customer wants integrations, mailboxes and a browser that just works

Your customers do not care that Gmail, Slack, HubSpot, Salesforce and Stripe each have their own OAuth dance, that proxies get IP-banned, that captchas block the checkout flow, or that giving each agent its own email and phone number is a project on its own. They just expect their agent to reach the tools and act. Building and maintaining that surface yourself is a second engineering org you never budgeted for.

02How Molted helps

The operating layer you were about to build.

We run the OpenClaw fleet so your platform is reliable by default

Molted hands every one of your customers a real OpenClaw instance that never gets stuck in a crash loop, behind a daemon that survives even OpenClaw itself dying. Corrupted configs auto-repair with openclaw doctor, per-agent resource limits keep one noisy tenant from ever taking the others down and versions are pinned per instance so you control exactly what each customer runs. Four-tier self-healing catches crashes in under 60s and brings instances back in under 90s, with a full post-mortem on every failure. Your on-call rotation stops being about infrastructure.

Fast compute and versioned workspaces, with no machines to own

Agents cold-start in about 1.1s on Molted, versus roughly 4s on a $3,400 MacBook Pro M3 Pro and about 5.1s on a $799 Mac mini, around 3.6x faster than the M3 Pro. You pay per agent, so you stop paying for machines that sit 90% idle. Every customer's filesystem is natively versioned: you get file-level diff between any two versions, point-in-time restore that hot-reloads the running instance, and the ability to roll back even after a delete. That is undo, audit and recovery you can expose to your own users without writing a storage engine.

The integration and browser surface your customers expect, ready on day one

Ship with 1,500+ app integrations from the start: Gmail, Slack, HubSpot, Salesforce, Notion, Stripe, GitHub and more, powered by a managed integration layer, with credentials AES-256-GCM encrypted at rest. A managed MCP layer gives each instance isolated scoped connections, agents self-discover tools and trigger OAuth after a user approves the link. Browser automation solves captchas automatically, uses managed rotating geo-aware proxies so you avoid IP bans and geo-locks, and keeps persistent per-instance profiles logged in. Each agent can get its own mailbox and phone number to send and receive email, place and receive calls, and handle SMS and 2FA. You wire it into your product; we keep it running.

Instances that never get stuck in a crash loop, plus a daemon that survives OpenClaw itself dying, per customer instance

Per-agent resource limits, so one tenant can never take down the rest

~1.1s OpenClaw cold start, about 3.6x faster than a $3,400 MacBook Pro M3 Pro

Versioned filesystem with file-level diff, point-in-time restore and hot-reload, recoverable even after a delete

1,500+ integrations via a managed integration layer, plus a managed MCP layer with scoped per-instance connections and on-demand OAuth

Managed browser automation: auto-solved captchas, rotating geo-aware proxies, persistent logged-in profiles

Per-agent mailboxes and phone numbers for email, voice, SMS and 2FA, live in production

Four-tier self-healing: crashes caught in under 60s, back online in under 90s, with a post-mortem on every failure

Versions pinned per instance, so you decide exactly which OpenClaw each customer runs

In production since Jan 2026; the same team also runs molted.cloud with 300+ managed clients

03FAQ

Questions, answered.

I am building my own agent platform. Why would I run it on Molted instead of building the infrastructure myself?

Because the infrastructure is not your product, it is the tax on shipping it. Molted gives you agent-ready environments instead of bare machines: managed OpenClaw instances that never get stuck in a crash loop, fast compute, versioned workspaces, browser automation and 1,500+ integrations, all run by us. You build the product your customers pay for; we run the operating environment underneath it. AWS and GCP give you machines, Molted gives you agent-ready environments.

Is Molted multi-tenant safe? Can one of my customers' agents take down another?

No. Each customer gets an isolated OpenClaw instance that never gets stuck in a crash loop, with scoped per-instance MCP connections and credentials AES-256-GCM encrypted at rest. Per-agent resource limits keep a single noisy tenant from starving or crashing the others. Four-tier self-healing catches crashes in under 60s and restores instances in under 90s, with a full post-mortem on every failure.

Can I white-label Molted and put my own product in front of it?

Yes. Molted is designed to sit underneath your agent platform as the managed operating environment. You expose your own product, branding and workflows to your customers, and Molted runs the OpenClaw fleet, its compute, the versioned filesystem, browser automation, the MCP layer and integrations underneath. Pricing is per instance per day, pro-rated, with up to 30% off annual, so your cost scales cleanly with the customers you onboard.

What integrations and capabilities do my customers get out of the box?

From day one: 1,500+ app integrations including Gmail, Slack, HubSpot, Salesforce, Notion, Stripe and GitHub via a managed integration layer, a managed MCP layer with isolated scoped connections and on-demand OAuth, browser automation with auto-solved captchas, rotating geo-aware proxies and persistent logged-in profiles, and per-agent mailboxes and phone numbers for email, voice, SMS and 2FA. You wire these into your product instead of building and maintaining each one.

Where can my customers' agents run? Do you support on-premise or data residency?

Three deployment models: managed in Molted regions, on-premise on your own infrastructure and a dedicated Swiss deployment for data sovereignty. That lets you offer your own customers the residency and isolation guarantees they ask for, without standing up and operating separate infrastructure yourself.

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Other situations

AI agencies deploying client-ready autonomous agents Companies wrapping OpenClaw into their own branded product (white-label resellers and platform builders)Teams already selling basic AI assistants who are now moving to autonomous, action-taking agents.Companies rolling out a personal AI agent to every employee, where IT and platform teams are already stretched and cannot absorb a new always-on infrastructure burden.AI-native companies where autonomous agents are part of the workforce OpenClaw consultants turning custom deployments into repeatable managed offers AI training companies productizing their courses into managed agent offers AI and data consulting firms and systems integrators delivering agentic AI to enterprise clients Teams running autonomous agents in production at scale Teams running OpenClaw who want it hosted and managed at scale Teams running Hermes agents who want them hosted and managed at scale Companies running OpenClaw on their own infrastructure (on-premise)Companies running Hermes agents on their own infrastructure (on-premise)Enterprises running autonomous AI agents on their own infrastructure

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