--- title: "Achiral AI | Organic AI Memory for Teams" description: "Achiral is an ACT-R-inspired organic AI memory platform for teams, agents, and developers building durable, private context from daily work." last_updated: 2026-10-25 --- # Memory for modern teams Canonical HTML: https://achiral.ai/ **Emergent memory**, inspired by **[ACT-R](https://achiral.ai/concepts/act-r-memory-architecture)**. Turn teamwork into [experience your AI can draw on](https://achiral.ai/blog/emergent-memory-systems). 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](https://achiral.ai/ai-agent-memory). Learn more about [Memory Emergence](https://achiral.ai/blog/emergent-memory-systems) and [why it matters](https://achiral.ai/essays/why-emergent-memory-matters). - [Start for free](https://app.achiral.ai/start) - [View pricing](https://achiral.ai/pricing) Connects to the tools your team already uses: Slack, Microsoft Teams, Notion, Google Workspace, Linear, Asana, GitHub, Jira, HubSpot, Salesforce, Zendesk, and Intercom. ## How Achiral keeps team context current Achiral's emergent memory, inspired by ACT-R, activates the right context and lets go of what you no longer need. ## Achiral helps teams make better decisions by remembering what worked. Your AI model, plus a memory of what worked. ## Compact memory instead of static context Save tokens by replacing bloated static context with compact organic AI memory. - **Passive capture.** Memories form from everyday conversations, processes, decisions, and data—no wikis or documentation to maintain. - **Self-maintaining memory.** Keep context fresh with mathematical decay. Stay current with your team and let the rest fade into the background. - **Pattern recognition.** Distill patterns from raw memories about how teams respond under pressure, where to focus, and what keeps clients happy. - **Human-in-the-loop.** Flag pivotal decisions, strategic shifts, and hard-earned lessons as core memories. Nothing becomes durable without human confirmation. - **Works with your stack.** Weave memories from work scattered across tools and teams, including Slack, Jira, Notion, HubSpot, and MCP extensions. - **Private by design.** Your memory stays in its own tenant, with encryption and access controls. See our [SOC 2 and GDPR readiness](https://achiral.ai/compliance). ## How it works Start using Achiral’s ACT-R-inspired memory in 3 simple steps. 1. **Connect your tools.** Link Slack, Jira, Notion, HubSpot, Google Workspace, and any other tools your team already uses. 2. **Invite your team.** Each member gets a personal memory assistant in a shared workspace. 3. **Use memory in your day-to-day work.** Chiro answers from what your team already knows, and memory stays current as you work. ## 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 ## 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](https://achiral.ai/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](https://achiral.ai/security). ### 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](https://achiral.ai/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](https://achiral.ai/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](https://achiral.ai/concepts/act-r-memory-architecture). > “In the practical use of our intellect, forgetting is as important a function as recollecting.” > > William James, psychologist 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. [Start for free](https://app.achiral.ai/start). Achiral is a member of NVIDIA Inception. ## More - [Features](https://achiral.ai/features) · [Markdown](https://achiral.ai/features.md) - [Pricing](https://achiral.ai/pricing) · [Markdown](https://achiral.ai/pricing.md) - [Technical specs](https://achiral.ai/specs) · [Markdown](https://achiral.ai/specs.md) - [Compare platforms](https://achiral.ai/compare) · [Markdown](https://achiral.ai/compare.md) - [Memory API](https://achiral.ai/memory-api) · [Markdown](https://achiral.ai/memory-api.md) - [llms.txt](https://achiral.ai/llms.txt)