Roadmap

Where the network
is heading.

No deadlines, no marketing dates. Just the order in which the pieces are coming online — and why each one waits its turn.

01 — Now

What's live.

Memory is the foundation. Everything else extends from it. The first specialized mind is in training; the agent runtime is shipped and validated.

Shipping N01
Memory engine

Persistent, affective memory for AI agents. Apache 2.0, on npm, with a 43-tool MCP server. Semantic match plus emotional resonance, ranked together at recall.

Shipping N02
Agent runtime

A self-hosted CLI and gateway that lives on your VPS. Memory-first. Smart-routed across models. Voice consistent, ethically grounded by default.

In training N03
Specialized AI/ML

The first specialized intelligence — built for the people who build AI in production. Training the corpus now. Pairs natively with memory at runtime.

Shipping N04

A public demo connected to the live memory engine. Talk to it, watch it remember, see how recall feels. The fastest way to understand what we're building.

02 — Next

Closer than far.

The pieces already in motion. Each one is a deliberate next step — not a wishlist.

In motion X01
AI/ML release

First specialized mind out of training and onto the network. Ships per VPS, runs on local compute, no cloud round-trip.

In motion X02
Hybrid retrieval upgrade

Memory's recall path is becoming sharper — semantic, full-text, and emotional resonance fused at the index layer. Faster, more grounded, harder to fool.

In motion X03
Marketplace listing

One-click deploy of the full Celiums stack — memory engine plus first specialized mind plus agent runtime — on infrastructure you already trust.

In motion X04
Open Harness compatibility

Plugging into the broader AI-native dataplane. Celiums agent + memory callable from any orchestrator that speaks the standard protocol.

03 — Soon

The next minds.

Specialized intelligences come online one field at a time. Each one waits its turn. The depth has to justify the build.

Soon S01
Medical research

Literature synthesis, protocol design, evidence-grounded reasoning across clinical and pre-clinical work.

Soon S02
Legal analysis

Precedent navigation, contract review, jurisdictional nuance, drafting that respects the form.

Soon S03
Financial modeling

Scenario reasoning, quantitative analysis, the discipline of assumptions made explicit.

Soon S04
Engineering systems

Design review, optimisation, safety margins — across mechanical, electrical, and software domains.

Specialization isn't about counting domains. It's about the moment a mind starts answering in the field's own words instead of translating from English first.
04 — Beyond

The full network.

Where the work is heading once the early specialties land. Not promises — directions.

Beyond B01
Creative writing

Voice consistency across long arcs, narrative continuity, character coherence over chapters and seasons.

Beyond B02
Personal context

The long-term you. Built with the deepest memory grounding — for the work that only makes sense across years.

Beyond B03
On-device inference

Specialized minds running entirely on your machine. No cloud, no vendor lock-in, no telemetry. Privacy at the architectural level.

Beyond B04
A network of minds

Six or more specialized intelligences, talking to each other through memory as the shared substrate. The colleague becomes a team.

05 — The shape of it

A nervous system made of memory.

Each specialty is a node. Memory is the substrate that lets them think across time, across domains, across you. The roadmap is the order in which the nervous system grows.