Private AI workflow pilots

AI agent systems that do real business work.

I build secure AI agent systems for founders, e-commerce teams and technical leaders who want agents connected to content, SEO, APIs and workflows without exposing public write access.

Operating layer

Public discovery + private actions

Public MCP

Read-only discovery

Pilot key

Scoped content and SEO workflow

Owner MCP

Private content operations

Human review

Draft-first publishing boundary

27

owner tools behind auth

4

public read-only tools

Private

pilot keys for approved companies

Draft-first

content workflows with human review

MCP-ready

tool surfaces for agent clients

Business outcomes

Start with one useful workflow, then expand.

The first pilot focuses on AI content and SEO automation because it is valuable, measurable and low-risk. Once it works, the same architecture can support e-commerce operations and custom internal processes.

Content and SEO workflows

Turn topics, products, videos and briefs into research-backed drafts, metadata, internal links and review-ready SEO recommendations.

E-commerce operations

Support product copy, category pages, campaign ideas, research tasks and reporting workflows without opening broad write access.

Custom internal workflows

Connect one repeatable business process to approved APIs, data sources and human checkpoints before scaling further.

Private pilot key model

Test the system without opening your business.

The pilot key is intentionally narrow. It proves one workflow before connecting deeper systems, and it keeps write access, publishing and owner tools private.

  1. 1Pick one content or SEO workflow to test.
  2. 2Receive a private pilot key with narrow scope.
  3. 3Submit a topic, product, YouTube URL or content brief.
  4. 4Get a structured draft, SEO metadata, FAQ and internal-link suggestions.
  5. 5Review the output before anything is published or connected deeper.

Proof of work

This site is the reference implementation.

The service page is not a theory pitch. The current site already exposes machine-readable discovery and separates public read-only access from private owner workflows.

Read the technical proof article

Public agent card for machine-readable discovery

Read-only public MCP for site and blog discovery

Owner MCP protected by a separate bearer key

API catalog, OpenAPI metadata, llms.txt and markdown rendering

Private customer keys for scoped pilot workflows

Multi-agent content pipeline with draft-first publishing

Technical trust

Built for buyers and technical reviewers.

Scoped keys

Pilot access is separated from owner and admin credentials.

No public write access

Public tools are read-only by default.

Human oversight

Publishing workflows can stay draft-first.

Auditable layers

Discovery, customer API and owner tools stay separate.

FAQ

Practical questions before a pilot.

Is anything write-capable open to the public?

No. Public discovery is read-only. Any workflow that creates, updates, publishes, translates, generates images or spends AI budget requires a private key.

What does the first pilot usually include?

The recommended pilot is an AI content and SEO workflow because it has clear inputs, measurable output and low integration risk.

Can technical teams review the architecture?

Yes. The page links to a technical proof article that explains the discovery layer, MCP split, auth model and private workflow boundaries.

Want to test a private AI content and SEO workflow?

Request a pilot key or book a demo. We will scope one workflow, define what the key can do, and keep the first run reviewable.