Description
Avery NXR Fab is a local AI agent fabricator designed to address the trust issues plaguing current agent deployments. It empowers users to describe desired automation outcomes in plain language, which Avery then translates into private, auditable, and deterministic agents that run on user-owned hardware. This approach bypasses the limitations of cloud-based, token-metered, and non-deterministic agents, offering a more reliable and cost-effective solution.
The core of Avery's functionality lies in its ability to fabricate agents from simple natural language descriptions. Users articulate what they want to automate, and Avery first drafts a plan for confirmation. Once approved, it builds the agent, wires necessary connections, and rigorously tests it on real data until it passes its own checks. This process is transparent, with users able to observe every step of the agent's creation.
Avery NXR Fab emphasizes privacy and governance by running locally. Your data and models remain on your machine, with zero egress by default. The agents are deterministic, meaning they produce consistent outputs for the same inputs, and are fully auditable, providing a clear trail of every step and cost. This contrasts with many cloud-only solutions that are metered by the token and lack transparency.
The platform supports a variety of connections to services like QuickBooks, Gmail, and Google Calendar, and can leverage local models via Ollama or frontier models when necessary. It offers features like cheapest-model routing, ensemble cross-checking, and self-healing capabilities, learning from errors and user feedback. Users can also export agents as shareable files or compose multiple agents into a single application.
Avery is targeted at individuals and organizations seeking to automate high-value tasks involving research, customer data, and internal judgment without compromising privacy or incurring unpredictable cloud costs. It aims to democratize agentic AI by removing the need for extensive engineering expertise, making powerful automation accessible through a no-code, plain-language interface.
Avery NXR Fab's Core Features
Fabricates deterministic AI agents from plain language descriptions.
Runs agents locally on user hardware for enhanced privacy.
Provides auditable and repeatable agent workflows.
Features cheapest-model routing, prioritizing on-device models.
Supports agent orchestration into composed applications.
Offers approval-gated access to external services by default.
Implements per-run and per-agent budgets to control spending.
Agents learn and self-heal based on feedback and errors.
Allows agents to be exported and shared as signed files.
Integrates with various services via connections.
Supports local model execution via Ollama.
How to use Avery NXR Fab?
Describe: State your automation goal in a single sentence.
Plan: Review the drafted plan and confirm the agent's specifications.
Build: Watch Avery fabricate, test, and self-repair the agent on your data.
Configure: Connect necessary services and set budgets.
Use: Deploy the agent as a standalone tool or part of an app.
Optimize: Provide feedback to help the agent learn and improve.
Avery NXR Fab's Use Cases
- Market News Digest
- Prospect Brief Builder
- Equity Analyst
- Chief of Staff Agent
- Client Reporting Agent
- Records Analyst
- Invoice Chaser
- Freight Forwarder App
