Changelog

Organization-Aware Browser Titles

Every workspace page now shows a clear, organization-scoped browser tab title — for example, "Acme's Chiro on Achiral AI" — with the current section shown first, such as "Team · Acme's Chiro on Achiral AI". Titles render on the server, so the right title appears the moment a page loads instead of briefly showing a generic label.

Faster, Flicker-Free Page Loads

Organization pages now resolve your workspace just once per request, removing a duplicate lookup that previously ran on every org-scoped page. Combined with server-rendered titles, the browser tab stays stable as the page loads — no flash of a generic title before your organization is ready.

Compare Page Architecture

Updated the comparison page positioning Achiral as an ACT-R-inspired organic AI memory layer for teams, including an architecture diagram and a side-by-side comparison with mem0.

Homepage and Pricing Copy

• •Refined homepage language around ACT-R memory for AI
• •Updated pricing page messaging for organic AI memory and shared organic memory benefits
• •Clarified plan labeling to include the free plan alongside paid tiers

AI Memory Resource Hub

Added a resource hub for teams evaluating shared AI memory, agentic RAG, secure RAG, private AI platforms, and the difference between retrieval and durable organizational memory.

Crawler and AI-Citation Signals

• •Added resource pages to the sitemap and llms.txt
• •Advertised the docs/blog sitemap alongside the marketing sitemap in robots.txt
• •Cleaned unsupported rating and screenshot claims from global structured data

High-Availability Inference

Chiro now runs on a multi-replica inference fleet with automatic load balancing. Replicas are distributed across dedicated hardware for fault tolerance — if one goes down, the others continue serving without interruption.

Escalation Tier for Complex Tasks

Introduced a secondary inference tier optimized for complex multi-file coding and debugging tasks. Chiro automatically routes complex requests to the escalation model for higher-quality responses.

Streaming Responses

Chiro now streams tokens incrementally via WebSocket, so you see responses as they are generated instead of waiting for the full reply.

Executive Assistants

Organizations can now create personalized AI executive assistants for every team member. Each assistant draws from the tenant-isolated organic memory layer, scoped by role — carrying forward context, decisions, and operational history relevant to that member's work.

Capability System

• •Assistants can schedule meetings, send emails, access analytics, and manage contacts
• •Capabilities are individually scoped per assistant for fine-grained control
• •Multi-intent detection — assistants handle complex requests that span multiple capabilities

Memful Human–Agent Collaboration Layer

Implemented a memful collaboration layer that bridges human team members and AI agents through shared organic memory. Humans and agents now operate on the same tenant-isolated memory substrate — context, decisions, and operational history flow bidirectionally, so agents carry forward what humans know and humans can inspect what agents have learned.

Custom Avatar Generation

Generate unique AI-powered avatars for assistants and team members. Powered by state-of-the-art image generation running on dedicated infrastructure.

Document Intelligence Pipeline

Upload documents and Chiro ingests, indexes, and retrieves relevant context during conversations using ACT-R-inspired activation scoring — prioritizing memory by recency, frequency, and contextual relevance rather than generic semantic similarity.

Subdomain-Based Organization Workspaces

Each organization gets its own subdomain (yourorg.achiral.ai) with a dedicated dashboard, team management, and AI configuration.

Real-Time Chat with Chiro

Live WebSocket-based conversations with Chiro, including typing indicators, message persistence, and real-time presence. Session-based authentication keeps conversations secure.

Multi-Tenant AI Infrastructure

Launched Chiro — Achiral's organic AI memory layer, ACT-R-inspired and tenant-isolated. Each organization gets a dedicated memory substrate that activates, scores, and decays over real operational context, with automatic infrastructure scaling for enterprise workloads.

Tier-Based Capacity

• •Free & Spark (1–10 seats): Org-wide Chiro memory, up to 10 personal executive assistants
• •Seed & Rise (11–50 seats): Shepherd support, priority response, up to 50 personal assistants
• •Boost through Grow (51–500 seats): Advanced analytics, white-label options, unlimited messages
• •Expand and above (501+ seats, contact sales): Dedicated infrastructure, enterprise SSO, and custom SLAs

Compliance-Ready Infrastructure

Private infrastructure options, BAAs for qualifying customers, SOC 2 audit work in progress, and isolation controls for qualifying requirements.