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Your Data, Your Control

Achiral AI is a privacy-first AI platform for businesses with enterprise-grade, self-hosted, secure infrastructure. When you use frontier AI services — ChatGPT, Gemini, or similar platforms — your conversations, documents, and business data flow through shared infrastructure. Your prompts may be logged, analyzed, and used to improve models you don't control. Achiral was built to eliminate that tradeoff entirely.

How Achiral Is Different​

Complete Tenant Isolation​

Every Achiral organization receives its own dedicated Weaviate tenant — a logically isolated data boundary where all your knowledge, conversations, preferences, and training data live. No other customer can access, query, or even detect your data.

This isn't a folder on a shared drive. Each tenant maintains:

  • Separate vector collections: Your documents, conversations, training data, decision logs, preferences, and domain knowledge are stored in independent, tenant-scoped collections
  • Isolated embeddings: Your text embeddings exist only within your tenant boundary
  • Independent search indexes: Semantic search operates exclusively within your data

Organizations on the Dedicated plan receive pod-level isolation — a dedicated inference pod and optional dedicated Weaviate instance running in its own Kubernetes namespace with network policies.

Zero Data Training​

Achiral never trains foundation models on your data.

When you use frontier AI services, your inputs often become training data — improving the model for everyone, including your competitors. With Achiral:

  • Your conversations are never used to train or improve shared models
  • Your uploaded documents stay within your tenant boundary
  • Fine-tuning (LoRA adapters) produces organization-specific model weights that are never shared
  • Your Chiro instance learns from your data and only your data

Your AI Learns Only From You​

Chiro uses Retrieval Augmented Generation (RAG) to ground every response in your organization's actual knowledge:

  • Website intelligence: ChiroBot crawls your website to build organizational context
  • Document uploads: PDFs, text files, and other documents are chunked and embedded into your private vector store
  • Conversation memory: Past conversations are summarized and stored for continuity
  • Decision logs: Important decisions and commitments are extracted and remembered
  • User preferences: Individual communication styles and working patterns are learned over time

All of this context lives exclusively in your tenant. When Chiro answers a question, it retrieves relevant context from your data — not from a shared pool of millions of users' conversations.

Fixed, Predictable Pricing​

Frontier AI services charge per token. A busy month with complex queries can result in surprise bills. Achiral uses fixed monthly pricing:

  • Spark ($99/month): For solo entrepreneurs and small teams (1-5 people)
  • Seed ($999/month): For growing teams (5-20) with quarterly fine-tuning
  • Growth ($9,999/month): For enterprise teams (20+) with continuous learning

No per-token charges. No usage surprises. Budget with confidence.

Multilingual From Day One​

Chiro's foundation supports 1,811 languages natively — not as an afterthought translation layer, but as core capability. Whether your team operates in English, Mandarin, Hindi, Arabic, Swahili, or any combination, Chiro understands and responds naturally.

Frontier models have strong English capabilities but degrade significantly for less-common languages. Achiral's multilingual architecture treats every language as a first-class citizen.

Enterprise Compliance Built In​

Right to be Forgotten (GDPR Article 17)​

When a user requests data erasure, Achiral doesn't just mark records as deleted. Our compliance pipeline:

  1. Removes all user messages from MongoDB
  2. Anonymizes user profile information
  3. Deletes user-specific data from all Weaviate collections (preferences, conversation memories, decision logs)
  4. Provides a verifiable audit trail of what was erased and when
  5. Completes within the GDPR-mandated 24-hour window

Full Data Portability (GDPR Article 20)​

Export everything — not just your profile, but your entire knowledge graph:

  • Standard export: Human-readable JSON of all your conversations, documents, preferences, and decisions
  • Technical export: Includes raw vector embeddings for direct re-import into compatible systems

Your data is never held hostage. You can leave at any time with everything you brought in and everything Chiro learned.

Memory Access Audit Trail​

Every time Chiro retrieves information from your organization's knowledge base, it's logged:

  • Which collections were searched
  • How many results were returned
  • Who triggered the query
  • Response time

These logs are available to organization admins for compliance audits, internal reviews, and regulatory reporting.

Configurable Retention Policies​

Set per-collection retention periods that match your industry requirements:

  • Conversation memories: Auto-purge after 6 months, 1 year, or custom period
  • Decision logs: Retain for 2 years (common for regulated industries)
  • Training data: Keep indefinitely or set your own schedule
  • Chat messages: Configure based on your data governance policy

Retention enforcement runs automatically — no manual cleanup needed.

Comparison: Achiral vs. Frontier AI Services​

Data ownership: Frontier services retain broad rights to use your data. Achiral gives you complete ownership — your data never leaves your tenant.

Training isolation: Frontier models improve from all users' inputs. Chiro only learns from your organization's data.

Pricing model: Frontier services charge per token with variable costs. Achiral offers fixed monthly pricing.

Data erasure: Frontier services may retain data in training sets indefinitely. Achiral provides verifiable, complete erasure across all storage layers.

Multilingual support: Frontier models are strongest in English. Chiro's foundation natively supports 1,811 languages.

Compliance: Frontier services offer general compliance features. Achiral provides GDPR-ready erasure, full portability, access logging, and configurable retention — designed for regulated industries.

Deployment flexibility: Frontier services are cloud-only. Achiral supports shared infrastructure, dedicated pods, and VPC deployment for the strictest requirements.

Who Is This For?​

Achiral is built for organizations that:

  • Handle sensitive customer data (healthcare, finance, legal)
  • Operate in regulated industries requiring audit trails
  • Need predictable AI costs without per-token billing
  • Want AI that learns their business without sharing knowledge
  • Require multilingual support beyond English
  • Need the ability to fully erase data on request

Next Steps​

Learn more​