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

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

Cut proposal turnaround from days to hours.

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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

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

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

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

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

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

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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