🔮 Fibery's take on AI (vision)

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We’ve been trying many things with AI at Fibery during the last three years. Some of them worked, some of them failed. Here is our take on Fibery + AI and the whole industry.

AI future bets

  1. Autonomous agents that can produce some value will appear in 2026 or 2027. Right now we already have some relatively dumb but quite autonomous agents. Most likely, smarter and more useful agents will be there soon.
  2. Humans and Agents will co-exist for some future (~10 years? Forever? who knows).

Fibery future bets

  1. Fibery is Operating system for orgs run by nerds. We believe in near future operating system for orgs should also include external Agents. And we believe that nerds will become Agents early adopters.

  2. We believe Fibery is perfectly positioned to be a place where Humans and Agents collaborate to get things done.

    • Fibery has flexible domain that connects databases via relations or bi-directional links, and supports rich text content, so it can be configured and evolved to almost any domain and use case.
    • Fibery is mendable. Agents and humans are be able to build own solutions to work more efficiently.
    • Fibery has one of the most advanced permissions model on the market. It will help to isolate Agents context.

  3. We bet on external AI Agents. We think that other vendors (Anthropic? OpenAI? …) have 100x better potential and resources to build AI Agents than we do, so we will not spend significant time on Fibery internal agents.

    • We will keep Fibery Agents for getting started for sure. There are chances that Agents implementation will be unified and it will be not so hard to have less powerful but good enough internal agent as well.

What we will work on in the future

  1. We will open up Fibery to the External Agents and make Fibery as easy to use for them as possible. We bet that Claude Cowork or similar things will beat internal agents (like Notion Agents) eventually. It means we will work on:

    • MCP Server with ~100+ tools to do anything with Fibery, including querying, searching, creating, updating and configuring all the things.
    • Any other ways to provide all the tools more efficiently (CLI, …). Overall, if you have tools it is not hard to wrap them up into the new shells. It also the reason why we will keep Fibery Agent inside. It will help new users with getting started and building things.
    • Native support of external Agents. There will be new abstraction in Fibery that will work like User in general. You will be able to setup new external agents and communicate with them from Fibery.

  2. We will add mechanisms in Fibery to control, review, reject, accept and undo changes done by Agents (and by humans). It includes:

    • Changes of every object in Fibery will be saved (including Databases, Views, Formulas, Rules, etc)
    • Undo of any object will be possible
    • Versions diffs with approvals, including text and structural diffs (Agent wants to make 23 changes in 12 tasks and projects, review them) will be added eventually

  3. We will improve Fibery Flexible Domain to support connected data even better:

    • Finalize permissions theme
    • Great search
    • Improve auto-relations
    • Support multi-relations
    • Better formulas
    • etc.

TLDR

We believe agents will become real contributors to organizational work. For years, humans and agents will coexist. Fibery’s role is not to build the smartest agent, but to become the best environment for humans and external agents to work together safely and effectively. We will make Fibery deeply usable for agents, while giving humans the visibility and control needed to trust the results.

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