Give your app a custom AI assistant that reads text and images

A secure endpoint lets your own app or site send messages, including images, to a custom AI assistant and get answers back.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"app sends message with key"]:::trig s0["validate security key"]:::task s1["process message with AI"]:::svc s2["send reply back"]:::svc trig --> s0 s1 --> s2 gx{"× is the key valid"}:::gate s0 --> gx p00["generate AI reply"]:::task gx -->|"valid key"| p00 p10["reject request"]:::task gx -->|"invalid key"| p10 p00 --> s1 p10 --> s1 out[/"secure AI generated reply returned"/]:::out pay{{"AI assistant without building infrastructure"}}:::pay s2 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceOne path onlyResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsKnowledge Base & RAGAPI & Webhook Integration
Connects
OpenAI

The problem it solves

You want to add AI-powered answers to your own product or website, but stitching together the request handling, security, and response formatting yourself takes real development time. You just want a reliable connection point your app can talk to.

Who it fits

A business building its own app, website, or internal tool that needs a private AI assistant behind the scenes.

How it works

  1. A message arrives from your app or website, with a security key attached
  2. The system checks that the key is valid before doing anything
  3. It reads the message, including any text or image sent
  4. Your custom AI logic processes it and generates a reply
  5. The formatted answer is sent straight back to whoever asked
What you get

Messages your app can hand off to AI reliably

Your own app or website gets a private AI assistant that can read text and images and answer instantly.

What you get

A live, secure endpoint that turns incoming messages into AI-generated answers your app can use.

What you need

An account with an AI provider such as OpenAI, plus wherever you host your app or website.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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