AchiralAchiral

Early intake: Apply here to join our second cohort of founder-guided onboarding.

Emergent memory, inspired by ACT-R

Memory for modern teams

Turn teamwork into experience your AI can draw on.

Free for up to 2 seatsNo credit card requiredReady in minutes

Summary capsule

Achiral is an AI memory platform for teams of people and agents, inspired by the ACT-R cognitive architecture. Its memory emerges from daily work, strengthens with reuse, fades when unused, and is available through chat, the API, apps, and agents.


Learn more about Memory Emergence and why it matters.

Connects to the tools your team already uses.

  • Slack
  • Microsoft Teams
  • Notion
  • Google Workspace
  • Linear
  • Asana
  • GitHub
  • Jira
  • HubSpot
  • Salesforce
  • Zendesk
  • Intercom
  • Slack
  • Microsoft Teams
  • Notion
  • Google Workspace
  • Linear
  • Asana
  • GitHub
  • Jira
  • HubSpot
  • Salesforce
  • Zendesk
  • Intercom

Stay current with your team

Context you can trust. ACT-R keeps it current.

Achiral's emergent memory, inspired by ACT-R, activates the right context and lets go of what you no longer need.

Memory Pressure

20/100
-60mnowStatus

Achiral helps teams make better decisions by remembering what worked.

Smart model + emergent memory = contextual intelligence.

Mechanisms

Make every token count.

Save tokens by replacing bloated static context with compact organic AI memory.

Zero effort

Passive capture

Memories form from everyday conversations, processes, decisions, and data—no wikis or documentation to maintain.

Always current

Self-maintaining memory

Keep context fresh with mathematical decay. Stay current with your team and let the rest fade into the background.

Institutional wisdom

Pattern recognition

Distill patterns from raw memories about how teams respond under pressure, where to focus, and what keeps clients happy.

Trust first

Human-in-the-loop

Flag pivotal decisions, strategic shifts, and hard-earned lessons as core memories. Nothing becomes durable without human confirmation.

Drop-in layer

Works with your stack

Weave memories from work scattered across tools and teams, including Slack, Jira, Notion, HubSpot, and MCP extensions.

Your data, your rules

Private by design

Your memory stays in its own tenant, with encryption and access controls. See our SOC 2 and GDPR readiness.

How it works

Start using Achiral’s ACT-R-inspired memory in 3 simple steps.

  1. Step 1: Connect your tools

    Link Slack, Jira, Notion, HubSpot, Google Workspace, and any other tools your team already uses.


  2. Step 2: Invite your team

    Each member gets a personal memory assistant in a shared workspace.

  3. Step 3: Use memory in your day-to-day work

    Chiro answers from what your team already knows, and memory stays current as you work.


What teams are saying

Trusted by industry leaders

We built our customer success dashboard on top of Achiral’s AI memory, so everyone on the team gets an intelligent view of each account’s history and current status in one place.

Niraj R. Ranjan
CEO, Hiver

Love what the Achiral team is building! I tried every memory tool I could find for our pen-testing scanner, and went with Achiral’s ACT-R memory for our agent.

Tikka Nagi
Founder and CEO, Sekura

Frequently asked questions

Questions before you start

Free forever for up to 2 seats; Team starts at $30/seat/month when your organization is ready to grow.

What does Chiro actually do for my team?
Chiro captures knowledge passively from conversations, decisions, documents, and workflows as your team already works. Each organization gets 1 shared Chiro, so 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 for 1 team workspace 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, including ChatGPT, Claude, and model providers your team already uses, so they give better answers without retraining. Explore features →
How does pricing work?
Transparent per-seat pricing with no hidden fees. Free forever for up to 2 seats; Team starts at $30/seat/month. Every plan includes core memory, integrations, and security. If you cancel, your data is yours to export. View pricing →
What is ACT-R and why does it matter?
ACT-R (Adaptive Control of Thought–Rational) is a cognitive architecture developed by John R. Anderson at Carnegie Mellon University from decades of research on human memory. 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 →

“In the practical use of our intellect, forgetting is as important a function as recollecting.”

William JamesPsychologist and philosopher, The Principles of Psychology (1890)

Own your memories, not just your data.

Add your team and connect your tools. Achiral builds context from there.

Free tier available for small teams.

Member of NVIDIA Inception
Member of NVIDIA Inception