ACT-R-inspired memory
Emergent Memory for Teams
Helps your AI keep up with daily work and let go of what stops mattering.
Summary capsule
Achiral is ACT-R-inspired memory for teams. It provides:
- Memory that keeps itself current. It learns from conversations, decisions, documents and connected tools, strengthens what gets reused, and lets the rest fade. Fresh context helps AI reason efficiently, without spending tokens on what’s out of date.
- Assistants for everyone. The whole team shares an organization-wide assistant, and each member gets a personal assistant with private memory. Assistants coordinate with each other and join group conversations.
- Connected to your tools. Connectors bring in Slack, Jira, Notion, HubSpot and more, and MCP extensions add your own.
- Tasks and habits. Work is tracked as shared tasks, and repeated work becomes a workflow you approve before it runs.
- Memory apps. Dashboards built from your team’s memory, with the evidence behind every number.
- Memory Agents and the Memory API. Durable memory for your production agents, and access from your own code.
- Bring your own model. Connect with your favorite inference provider. Works with Claude, ChatGPT, Gemini, Kimi, and any OpenAI-compatible endpoint.
- Private by default. Each organization has its own memory tenant.
Build on your memory
Your people and your agents work from the same memory, so what one learns, the other can use.
Memory apps
Describe a dashboard in plain words and Achiral drafts it from your team’s memory, with the evidence behind every number. An Owner or Admin approves each app before it is published.
Memory Agents
Give your production agents durable, scoped memory through an OpenAI-compatible API, and keep what they learn with structured write-back.
Memory API
Recall and remember from your own code with the TypeScript SDK or the OpenAPI specification. Included with your Memory seats.
Memory that compounds
The part a generic assistant can’t do: context doesn’t reset between sessions. It accumulates into shared organizational memory your whole team can retrieve, reuse, and trust.
Declarative Memory
Achiral serves as your organization’s declarative memory by indexing official decisions, events, conversations, documents, and operational knowledge from connected tools. When a question is asked, relevant tenant-scoped context can be brought into scope before inference.
Living Memory
Memory behaves like a system, not a log. Useful memories strengthen each time they are retrieved and reused, low-signal context can fade or be archived, and people can validate what should persist as core memory.
Assistants that collaborate
Every teammate gets a personal assistant, and the whole organization shares one. They work with each other and with you, so making memories together is the default, not an afterthought.
Personal Executive Assistants
Each team member gets a dedicated executive assistant (EA) with its own private memory. Your EA reports to you, remembering your preferences, ongoing work, past conversations, and priorities across sessions. It helps with the daily operational work that fills your calendar, so you can stay focused, move faster, and manage your time more effectively.
EA-to-EA Conversations
When enabled, executive assistants can delegate structured sub-tasks to one another, exchange responses, and retain the interaction as prior context. Each EA retrieves from the memory and permissions it has access to, with configurable autonomy and controls.
Group Discussion
Include any mix of users and assistants for an in-depth conversation. Add or remove assistants as needed, with the option for them to participate actively or join as silent observers who respond only when @mentioned. This keeps threads readable while preserving full context for memory.
Static & Dynamic Teams
Start any project or conversation by selecting a mix of teammates and their EAs from the team list. The conversation opens with everyone present from the first message. Add or remove participants at any time without interrupting the flow. Supports all conversation types between humans and assistants, and combinations of both.
Persona & Behavior
Configure each EA’s tone, verbosity, initiative level, and decision-making style. Admins can review assistant behavior and adjust configuration over time.
Assistant Persona & Retirement
Retiring an executive assistant can mark its state as read-only with audit history. A replacement assistant can be provisioned to the same role and granted access to the relevant shared organizational context.
Context from your stack
Memory forms from the tools where work already happens. Connect once, and Achiral keeps the thread across them.
Context Connectors
Connectors for tools including Slack, GitHub, HubSpot, Zendesk, Intercom, Notion, Asana, and Linear. Operational activity can be indexed into your organization’s memory layer for retrieval when relevant.
MCP Extensions
Register official MCP-compatible servers as context sources for internal systems, proprietary databases, and tooling outside the prebuilt connector catalog. Credentials are encrypted at rest.
Model Routing
Use configured model routing for tasks that require a different model or external provider. Routing behavior depends on customer settings, official providers, and the selected deployment model.
Act with oversight
Memory becomes action through tasks, workflows, and operational signal, with a human approval step before anything ships.
Collaborative Tasking
Create and delegate tasks from conversations when tasking is enabled. Tasks can preserve provenance such as originating conversation, due date, priority, and notes.
Automation Templates
Apply reusable, multi-step workflows that can be triggered by schedules, connector events, or operational insights, with approval before execution where configured.
Bird's Eye View (Dashboard)
Provides an operational view across connected systems and can highlight potential execution risks, including missing ownership, stalled work, and approval bottlenecks.
Private by default
All your memories live in one isolated tenant.
Achiral is subdomain-scoped per organization. Memory is encrypted at rest and in transit. Access is gated by roles and recorded in audit logs.
Achiral preserves the operational context for AI.
Connect supported tools, add your team, and choose what context your assistants can use.