Summary capsule
Achiral is an Emergent Memory System for teams. A secure and private organization-wide memory layer that forms and thickens (emerges) from daily work, strengthens with reuse, decays when stale, and is activated through Chiro, personal Executive Assistants, or Shelby Memory Agents.
Connects to the tools your team already uses.
Always stay current
People forget. So should AI.
Use noteworthiness to encode signals from every decision, email, document, ticket, or workflow your team touches, so when you need to remember something important, Chiro already does.
Zero effort
Passive capture
Knowledge forms from conversations, decisions, documents, and workflows as your team already works. No one has to update a wiki or write documentation for Chiro to learn.
Always current
Self-maintaining memory
Mathematical decay keeps context fresh automatically. Information your team references regularly stays current. Everything else fades below the retrieval threshold. No cleanup sprints needed.
Institutional wisdom
Pattern recognition
Periodic consolidation cycles distill institutional patterns from raw interactions, like how a team responds under pressure and which arguments land with a specific client. Insights no one had to write down.
You decide
Human-in-the-loop
When Chiro detects a pivotal decision, strategic shift, or hard-won lesson, it flags it for confirmation. You decide what becomes a core memory. It just works.
Drop-in layer
Works with your stack
First-party connectors for Slack, Teams, Google Workspace, Jira, HubSpot, Salesforce, and more. MCP extensions for everything else. A memory layer, not a replacement.
Your data, your rules
Private by design
Memory is scoped to your organization, encrypted at rest and in transit, and never used to train shared models. Role-based access controls and audit logs come standard.
“The better we get at getting better, the faster we will get better.”
Smart Model + Emergent Memory = Contextually Intelligent.
Achiral improves decision-making, follow-through day by day, and internal operations.
How it works
Three steps to shared AI memory. Most teams are up and running within a day.
- Step 1: Connect your stack
Link Slack, Jira, Notion, HubSpot, Google Workspace, and the other tools your team already uses. Chiro starts wiring up memories passively.
- Step 2: Invite team
Set up your organization, invite your team, and assign AI assistants and a workspace to each. Chiro scopes memory to your org and per employee from day one.
- Step 3: Collaborate. Memory follows.
Every conversation contributes to a living memory that compounds and evolves over time. Chiro keeps context fresh and relevant, surfaces emerging patterns, and helps everyone stay up to speed.
What teams are saying
Trusted by teams building with AI.
Achiral’s collaborative approach has been immensely useful for us.
The problem isn’t how much is remembered, but what gets chosen as memory.
Frequently asked questions
Everything you need to know before getting started.
- What does Chiro actually do for my team?
- Chiro captures knowledge passively from conversations, decisions, documents, and workflows as your team already works. No wiki updates needed. Your team gets answers grounded in what the organization already knows.
- How long does it take to set up?
- Most teams connect their first tools and see useful memory forming within a day. First-party connectors for Slack, Teams, Google Workspace, Jira, HubSpot, Salesforce, and more. No custom engineering required. See all integrations →
- Is my organization's data private and secure?
- Yes. Your data is scoped to your organization, encrypted at rest and in transit, and never used to train shared models. Role-based access and audit logs come standard. Read our security practices →
- How is this different from RAG or a chatbot?
- A chatbot starts fresh every conversation. Basic RAG retrieves documents but forgets between sessions. Achiral builds persistent memory that gets smarter over time by distilling institutional patterns automatically, so no one has to write a post-mortem for the system to learn.
- Does the memory require manual upkeep?
- No. Mathematical decay handles freshness. Knowledge your team references stays current, and stale information fades automatically. When Chiro detects something significant, it flags it for confirmation. You decide what becomes a core memory.
- Does it work with the AI tools we already use?
- Achiral is a memory layer, not a replacement for your AI stack. Chiro provides context to the tools your team already relies on, so they give better answers without retraining. Explore features →
- How does pricing work?
- Transparent per-seat pricing with no hidden fees. Every plan includes core memory, integrations, and security. Start with a free trial. If you cancel, your data is yours to export. View pricing →
- What is ACT-R and why does it matter?
- ACT-R is a cognitive architecture from decades of memory research. Achiral uses its principles to make AI memory behave more like how teams actually remember and recall context, not just search a database. Learn about ACT-R memory →
Your team already knows the answer. Let Chiro find it.
Add your team and connect your tools. Chiro builds context from there.
