Build a smart AI assistant that searches, calculates, and remembers

A conversational AI agent that reasons, searches the web, does math, and remembers your chat.

How the work actually flows

It branches. Any that apply are taken; all paths must finish before it continues.

Pattern: Multi-Choice (6) · Synchronisation (3) · Transient Trigger (23)

flowchart TD trig>"user sends a message"]:::trig s0["AI reasons through request"]:::svc s1["decide what actions are needed"]:::task trig --> s0 s0 --> s1 gx{"○ needs search or calculation"}:::gate s1 --> gx p00["search the web"]:::task gx -->|"search needed"| p00 p10["perform calculation"]:::task gx -->|"calculation needed"| p10 jn{"+ combine results into reply"}:::gate p00 --> jn p10 --> jn jn --> out out[/"reply combining reasoning and data"/]:::out pay{{"smarter assistant without manual research"}}:::pay 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 serviceAny that applyWaits for allResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsResearch & Market Intelligence
Connects
Google GeminiSerpAPI

The problem it solves

Basic chatbots can only respond to what's in front of them, so you end up doing your own research and math on the side. You want an assistant that can actually think through a problem and remember what you told it earlier in the conversation.

Who it fits

A business owner or team that wants a capable AI assistant for research, support, or productivity tasks.

How it works

  1. You send a message to the assistant
  2. AI reasons through your request step by step
  3. It searches the web for real-time facts when needed
  4. It performs any necessary calculations
  5. It replies using memory of your recent conversation
What you get

Quick answers without opening a dozen tabs

You get one assistant that can research, calculate, and remember your conversation whenever you need it.

What you get

A conversational reply that combines reasoning, live search results, and calculations.

What you need

A Google Gemini API key and a SerpAPI key.

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

Related automations

Back to the AI Playbook