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Products we operate

Comonad Limited builds and operates three products of its own: Proxed.AI, Plop and Notiterms. Each solves one operational problem behind a defined interface. Running them keeps our engineering and governance advice grounded in systems we are accountable for.

Why an applied-AI consultancy runs its own products

The products use the same discipline we apply in client work: a defined interface, careful handling of keys and secrets, structured outputs that can be checked, monitoring, and a way to switch things off. Operating them ourselves means we deal with the same questions our clients face: what a provider retains, how a request is verified, what happens when an input is malformed, and how a change is noticed. Work inside your own systems is scoped separately, as AI engineering.

Proxed.AI

Proxed.AI

Secure AI API access for iOS apps, without building a backend.

Proxed.AI is a proxy that lets iOS apps call AI models without shipping full API keys or building a backend, verifying requests with Apple DeviceCheck. The provider key is split between the server and the app and is only put back together in memory, so full AI provider keys stay off iOS devices. It supports structured output for text, vision and PDF input, with schemas. It can be used as a hosted service or self-hosted, and its source is public under AGPL-3.0.

What it demonstrates: secret handling and request verification for AI calls.

Visit Proxed.AISource on GitHub

Plop

Plop

Plop stores and normalises inbound email and makes it available through a UI and an API, for operations, workflows and test automation. Its source is public under AGPL-3.0.

What it demonstrates: reliable ingestion of unstructured input, and structured access to it.

Visit PlopSource on GitHub

Notiterms

Notiterms

Notiterms monitors the published terms of the services an organisation relies on and notifies compliance and commercial teams when those terms change, so the check runs continuously.

What it demonstrates: continuous monitoring that feeds a compliance process, the same pattern as model and vendor risk in AI governance.

Visit Notiterms

What operating these products informs in client work

  • Key and secret handling: keeping credentials out of places they should not be, and verifying the caller.
  • Structured outputs: defining schemas and rejecting what does not conform.
  • Monitoring change: noticing when an input, a provider or a set of terms changes, and routing that to a person.
  • Operating code in public: publishing source under an open licence and maintaining it.

Questions about Comonad's products

Which products does Comonad build and operate?

Comonad Limited builds and operates three products. Proxed.AI gives iOS apps secure access to AI models without shipping full API keys or building a backend. Plop stores and normalises inbound email and exposes it through a UI and an API. Notiterms monitors the published terms of the services an organisation relies on and notifies compliance and commercial teams when they change.

Are Comonad's products open source?

Proxed.AI and Plop are open source under the AGPL-3.0 licence. Proxed.AI's source is at github.com/nech-ai/proxed and Plop's at github.com/plop-email/plop. Notiterms has no public repository. Comonad Limited operates all three products, and Proxed.AI can also be self-hosted by teams that prefer to run it inside their own environment.

Do you build products for clients?

Client work sits under AI engineering. The products on this page are Comonad's own, and a similar capability inside your own systems is scoped as a separate AI engineering engagement. That work starts from your system and your release process, and your team keeps the tests, the runbooks and the ability to switch the AI feature off at handover.

Why does an AI consultancy run its own products?

Running products in public keeps our advice tied to systems we are accountable for. Proxed.AI, Plop and Notiterms involve the same problems our clients face: key handling, request verification, structured outputs, ingestion of messy input and monitoring for change. Comonad Limited, the London consultancy founded by Alex Vakhitov, builds and operates all three alongside its engineering and governance work.

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