Who it is for·Companies wrapping OpenClaw into their own branded product (white-label resellers and platform builders)
Molted is the managed operating environment under your white-label OpenClaw product, so you keep the brand, the UX and the customer, and we keep the pods alive at 3am.
Your product is OpenClaw with your name on it, your onboarding and your pricing. The hard part was never the wrapper, it was discovering that one OpenClaw in production is already painful and that a fleet of them on shared nodes is a 24/7 on-call nightmare. Molted runs that fleet underneath you: bare pods that never crashloop, per-instance version pinning, a RAM semaphore that protects shared nodes, and 1,000+ integrations your agents inherit on day one. You stay the brand. We become the infrastructure you no longer have to become.
You accidentally became an infrastructure company
You set out to ship a branded OpenClaw product. Instead you're debugging OOM kills on shared nodes, chasing pods that died and stayed dead, and getting paged when a config corrupts at 3am. Every engineer you hired for product features is now half a DevOps team. Running one OpenClaw in production is already painful, and you signed up to run thousands of them.
Every customer is a noisy neighbor waiting to happen
To make the margins work you pack many instances onto shared nodes, so the moment a handful spike RAM at once the node OOMs and takes paying customers down with it. K8s limits don't save you, they're tuned to accept the over-provisioning. Without something killing by priority before the node dies, one customer's load becomes everyone's outage, on your brand.
You're rebuilding integrations, browser automation and email instead of your product
Your customers expect their agents to log into Gmail, Slack, HubSpot and internal portals, solve captchas, keep proxies from getting banned, and send real email and calls. Building that integration and automation layer yourself is a roadmap-eating project that has nothing to do with the product you actually sell, and it's table stakes you're judged on before anyone sees your wrapper.
We run the OpenClaw fleet, you keep the brand
Molted operates the runtime your white-label product sits on: bare pods that never crashloop, a daemon that survives even OpenClaw itself dying, openclaw doctor auto-repairing corrupted configs, and a full post-mortem on every failure. Versions are pinned per instance, so different customers can run different OpenClaw builds without you maintaining a build farm. You ship features and onboarding; we keep the pods alive.
Shared nodes that don't take your customers down
A RAM semaphore throttles startups and kills selectively by priority before a shared node OOMs, so one customer's spike never becomes a fleet-wide outage. On top of that, a 4-tier self-healing chain (in-pod restart, pod recreation, known-good restore, critical alert) catches crashes in under 60s and brings instances back in under 90s, so your SLA holds without your team watching dashboards overnight.
1,000+ integrations and agent superpowers your wrapper inherits free
Your customers' agents reach Gmail, Slack, HubSpot, Salesforce, Notion, Stripe, GitHub and 1,000+ more from day one via a managed MCP layer, with credentials AES-256-GCM encrypted at rest. They get browser automation with auto-solved captchas, managed geo-aware rotating proxies and persistent logged-in profiles, plus dedicated mailboxes and phone numbers per agent for live email, calls, SMS and 2FA. You expose it under your name without building any of it.
FAQ
Q.01
Yes. Molted is the operating environment underneath your product, not a front-end. Your customers see your brand, your onboarding and your pricing. Molted runs the OpenClaw fleet, the self-healing, the integrations and the compute beneath it, so your product team ships features instead of operating infrastructure.
Q.02
Molted over-provisions shared nodes on purpose to keep per-instance cost low, then protects them with a RAM semaphore that throttles startups and kills selectively by priority before a node OOMs. Combined with 4-tier self-healing that catches crashes in under 60s and restores instances in under 90s, one customer's spike does not become a fleet-wide outage.
Q.03
From day one, agents get 1,000+ app integrations through a managed MCP layer (Gmail, Slack, HubSpot, Salesforce, Notion, Stripe, GitHub and more), browser automation with auto-solved captchas, managed rotating geo-aware proxies and persistent logged-in profiles, plus dedicated mailboxes and phone numbers for email, calls, SMS and 2FA. Credentials are AES-256-GCM encrypted at rest.
Q.04
Yes. OpenClaw versions are pinned per instance, so each of your customers can run a different build without you maintaining a build farm or risking one upgrade breaking everyone. A versioned filesystem on S3 adds file-level diff and point-in-time restore that hot-reloads the running instance, even after a delete.
Q.05
Pricing is per instance per day, pro-rated, on request, with up to 30% off annual. You wrap your own margin and pricing on top for your customers. There is a pricing calculator at /pricing-calculator to model your fleet.
Q.06
Three deployment options: Managed on Molted clusters, On-Premise on your own infrastructure, or a Swiss cluster for data sovereignty. Molted has been in production since Jan 2026, run by the team that also operates molted.cloud with 300+ managed clients.
Q.07
Molted is a white-label AI agent platform for agency partners and resellers: run a fleet of multi-tenant AI agents under your own brand, with per-client isolation, an API to manage every client, hosting and scaling handled, and self-healing, so you sell AI agents as a SaaS without operating the infrastructure.
Q.08
Yes. Molted is a white-label AI agent platform for autonomous agents with enterprise hosting and scaling: run multi-tenant AI agents as a SaaS under your own brand, with per-client isolation, self-healing, and an API to manage every client.
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