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The Shepherd Program

A Dedicated AI Expert for Your Organization

An AI Shepherd is the person who turns your team’s knowledge into a smarter Chiro. They handle the technical side of AI training so your staff never has to.

What a Shepherd Does

Translate Business Context into AI Behavior

Your Shepherd learns how your organization operates — the terminology, the workflows, the unwritten rules — and configures Chiro to reflect that knowledge accurately.

Continuously Improve Your AI

They review Chiro's outputs, identify gaps, and refine the system based on your team's real-world feedback. Your AI gets measurably better every week.

Train Without Disrupting Your Team

Your staff never needs to learn prompt engineering, write training data, or understand model internals. The Shepherd handles all of that behind the scenes.

Maintain Quality and Safety

Shepherds monitor outputs for accuracy and appropriateness, ensuring Chiro stays aligned with your organization's standards and compliance requirements.

How the Engagement Works

01

Assignment

When your organization signs up for a paid plan, we assign a Shepherd who has relevant domain experience. They study your industry, your tools, and your team structure before the first interaction.

02

Onboarding

Your Shepherd works with your team lead to understand your operational context — what knowledge matters most, what decisions get made repeatedly, and where information gets lost today.

03

Continuous Refinement

As your team uses Chiro, the Shepherd reviews interactions, incorporates feedback, and tunes the system. This is an ongoing relationship, not a one-time setup.

04

Compounding Returns

Over time, your Chiro instance becomes deeply aligned with how your organization actually works — knowledge that would take a new hire months to absorb.

For Organizations

Every paid Achiral AI plan includes access to a dedicated Shepherd. You don’t need to hire an ML engineer, manage training infrastructure, or learn AI tooling. Your Shepherd handles the technical complexity while your team focuses on the work that matters.

View plans with Shepherd access

Become a Shepherd

We’re looking for experienced AI and ML practitioners who want to work directly with organizations on their AI adoption — not in a lab, but embedded in real business operations.

What we look for

  • •Hands-on experience with LLMs — fine-tuning, RAG pipelines, or prompt engineering in production environments
  • •Strong communication skills — you'll be translating between technical AI capabilities and business outcomes
  • •Domain expertise in at least one industry vertical (legal, finance, healthcare, engineering, operations)
  • •Comfort working asynchronously with multiple client organizations simultaneously
  • •Experience with vector databases, embedding models, or semantic search is a strong plus

How to apply

Send your resume (PDF) to the address below with a brief note on your AI/ML background and what draws you to working directly with organizations on their AI adoption.

[email protected]

Engagement model: Shepherds work as independent consultants on a contract basis. Fully remote. You manage your own schedule across your assigned organizations. Compensation is tied to the tier and count of organizations you support.

Questions about the Shepherd program?

Whether you’re an organization looking for AI guidance or an expert interested in joining, we’re happy to talk.

FAQContact Us