Add a memory-powered AI chat assistant to your customer portal

Answers questions inside your customer portal and remembers each conversation so replies stay relevant.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"customer sends chat message"]:::trig s0[("retrieve conversation history")]:::store s1["AI generates contextual reply"]:::task s2["return reply to portal"]:::task trig --> s0 s0 --> s1 s1 --> s2 out[/"AI reply with conversation memory"/]:::out pay{{"consistent context-aware support"}}:::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 stepA record or sheetResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAGAPI & Webhook Integration
Connects
OpenAI
Featured in

The problem it solves

When customers ask questions inside your portal, you want quick, sensible answers, not a bot that forgets what was just said. Building an AI assistant that keeps context across a conversation usually takes development work you don't have time for.

Who it fits

Businesses running a customer portal or app who want a built-in AI chat assistant.

How it works

  1. A customer sends a message and a session ID from your portal
  2. The system checks the conversation history for that session
  3. AI reads the message with that history in mind and generates a reply
  4. The reply is sent straight back to the portal in the expected format
What you get

Customers who get answered inside your portal

Your customers get quick, consistent answers to their questions right inside your own portal, any time of day.

What you get

An AI-generated reply sent back to the portal, with the conversation remembered for next time.

What you need

An OpenAI API key and a portal or app that can call a web endpoint.

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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