Search your automation template library from Slack

Mention the bot in Slack and AI finds matching automation templates plus tips, in English, Spanish, or Japanese.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig>"bot mentioned in slack"]:::trig s0["detect intent and language"]:::task s1[("check cached results")]:::store s2["post reply in slack"]:::task s3[("log search for report")]:::store trig --> s0 s0 --> s1 s2 --> s3 gx{"× cache hit or miss"}:::gate s1 --> gx p00["reuse cached results"]:::task gx -->|"cache hit"| p00 p10["search template library"]:::task gx -->|"cache miss"| p10 p11["ai adds tips"]:::task p10 --> p11 jn{"○ merge into reply"}:::gate p00 --> jn p11 --> jn jn --> s2 out[/"matching templates and tips posted"/]:::out pay{{"faster automation discovery without leaving slack"}}:::pay s3 --> 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 sheetOne path onlyPaths rejoinResultPayoff
Build size
Advanced

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

Business functions
Messaging & NotificationsTranslation & LocalizationSpreadsheet & Database OpsReporting & AnalyticsHR & Recruiting
Connects
SlackOpenAIGoogle Sheets

The problem it solves

Your team wants to automate a process but doesn't know where to start or what's already been built. Digging through a template library outside of Slack breaks focus, and language differences make it harder for some teammates to search effectively.

Who it fits

Teams building automations who want to search a template library without leaving Slack.

How it works

  1. Someone mentions the bot in Slack and describes what they need
  2. The system detects the language and the intent, whether it's a search, a question, or browsing categories
  3. It checks a cached list of past searches before calling the template library
  4. AI reviews the matching templates and adds practical tips for the use case
  5. Results and tips are posted back in Slack, and every search is logged for a weekly usage report
What you get

The right template found without digging

Mention the bot in Slack and get matching automation templates with practical tips, in your own language.

What you get

A Slack reply with matching templates and AI tips, plus a weekly usage report.

What you need

A Slack workspace, an OpenAI API key, and a Google Sheets account for caching and logs.

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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