ArchiChat

Professional knowledge, kept current for every agent you run.

ArchiChat is a knowledge infrastructure platform that keeps professional knowledge current for every AI agent an organization runs. Regulation moves, standards get revised, practice changes; ArchiChat tracks those changes in each agent's domain and updates the agent, so your legal, compliance, financial, quality, engineering and operations agents stay accurate for as long as they are deployed.

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accurate stale regulation amended standard revised new guidance issued practice shifts your policy changes maintained unmaintained month 1 month 4 month 7 month 12
Knowledge is infrastructure. An unmaintained agent is an agent that is gradually wrong. Illustrative, not measured data. Each update is structured: the agent's understanding changes, not just the text available to it.

One agent, one domain, one scope.

A deeply accurate agent in a narrow domain beats a broadly capable one in any domain. Each ArchiChat agent is specified before it is trained, and its domain is defined so that "current" can be measured.

Knows
The regulation, standards, research and accepted practice of its professional domain
Watches
Amendments, revisions, advisories, new guidance and shifts in practice within that domain
Updates
Its understanding, not just the text available to it. Noise is filtered; relevant change triggers a refresh
Ships with
Defined scope, quality gates and optional human approval on every change
Your part
The internal context and policy only you can provide. ArchiChat owns the domain knowledge and keeps it current

Any domain that changes on a schedule

Any organization running agents with domain-specific knowledge requirements that change over time.

  • Legal and compliance

    Agents referencing current regulation, jurisdiction-specific law and internal policy.

  • Financial services

    Agents working against regulatory frameworks that shift across jurisdictions and reporting cycles.

  • Quality and standards

    Agents working against ISO, IEC or industry certification requirements that revise periodically.

  • Engineering

    Agents trained on a specific stack, kept current as frameworks release and deprecations ship.

  • Operations

    Agents handling processes governed by requirements that update on a government cycle.

  • Research-adjacent teams

    Agents incorporating published research, clinical guidelines or evolving technical standards.

The lifecycle

Stages one and two happen once per agent. Three and four run for as long as the agent is deployed.

  1. 01

    Train

    Learns its professional domain and your internal context. Scope is set before breadth.

  2. 02

    Deploy

    Ships with guardrails: defined scope, quality gates, approvals.

  3. 03 repeats

    Update

    Relevant changes in its domain refresh its knowledge automatically.

  4. 04 repeats

    Evaluate

    "Current" is defined per domain and measured against it, so drift is caught before your people notice.

Read the full lifecycle

Tell us what your agent needs to know.

ArchiChat is in private alpha. If your organization runs, or plans to run, agents whose knowledge changes over time, tell us the domain, the agent's role, and how quickly that domain changes. We scope each engagement by hand.

Request early access

From the blog

Questions

What is ArchiChat?
ArchiChat is a knowledge infrastructure platform that keeps professional knowledge current for every AI agent an organization runs. It tracks changes in regulation, standards, guidance and accepted practice in each agent's domain and updates the agents that depend on them.
How do ArchiChat agents stay current?
ArchiChat monitors amendments, revisions, advisories and new guidance in each agent's domain and updates the agent's knowledge when something relevant changes. Nobody re-trains or re-prompts.
Is this the same as an agent that learns from interactions?
No. Adapting behaviour at runtime does not change what an agent knows about current law, standards or practice. ArchiChat updates the knowledge itself.
Is ArchiChat only for software development teams?
No. ArchiChat is domain-agnostic. Any team running a specialized agent with knowledge requirements that evolve over time is a fit: legal, compliance, financial services, quality and standards, engineering, operations and others.
How do I get started with ArchiChat?
ArchiChat is in private alpha. Email contact@archichat.dev with the domain, the agent's role and how quickly that domain changes. We scope each engagement by hand.
Request early access The lifecycle