Use Cases

What SMBs actually use AI for

Not theoretical. These are the real workflows we build for businesses like yours.

📊

Sales & GTM

AI-powered lead research

An agent pulls prospect data, summarizes company news, and drafts personalized outreach — before your rep even opens their inbox.

Claude Claude Code CRM API
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Save 2–4 hrs/rep/week on research and email writing.

Proposal and quote generation

Feed the AI a discovery call transcript and it drafts a tailored proposal, pricing table, and follow-up email.

GPT-4o Claude Code Google Docs API
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Cut proposal turnaround from days to hours.

💬

Customer Service

Tier-1 support agent

An AI agent handles common support questions, pulls from your knowledge base, and escalates to humans only when needed.

Claude Claude Code Zendesk API
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Resolve 40–60% of tickets without human intervention.

Onboarding email sequences

Automated, personalized onboarding emails triggered by user actions — written by AI, reviewed once, running forever.

Claude Claude Code Email API
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Higher activation rates without extra headcount.

⚙️

Operations

Document summarization and extraction

Contracts, invoices, reports — an AI reads and extracts key data into your spreadsheet or CRM automatically.

Gemini Claude Code Google Drive
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Hours of manual review eliminated per week.

Internal knowledge base Q&A

Your team asks questions in Slack, an AI searches your SOPs, wikis, and docs and returns accurate answers instantly.

Claude Claude Code Notion API
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Faster onboarding, fewer interruptions for senior staff.

📣

Marketing

Content repurposing pipeline

One blog post becomes LinkedIn posts, a newsletter blurb, and three social captions — automatically, in your brand voice.

Claude Claude Code CMS API
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Multiply content output without adding headcount.

SEO brief and outline generation

Feed a keyword and the AI researches the SERP, structures an outline, and writes a brief for your writer or itself.

GPT-4o Claude Code
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Publish more content, faster, with consistent structure.

Don't see your use case?

Every business is different. Book a free review and we'll identify the highest-impact places to start for your specific workflows.

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