Workflow Automation
Automate recurring processes that span multiple apps.
The Problem
Every week, the same ritual: download data from the CRM, paste it into a spreadsheet, run some formulas, format the results, copy key numbers into a slide deck, and send it to leadership. Two hours gone — not to thinking, but to shuffling.
These recurring workflows exist everywhere. Sales reporting, customer onboarding, expense reconciliation, status updates. They follow predictable patterns, touch multiple apps, and consume time that could go toward actual work.
How Deep Notebook Helps
A notebook captures the entire workflow in one place. Each step becomes a block, and the chain runs end-to-end:
Block 1: Extract "Pull all closed-won deals from Salesforce this week. Include company name, deal size, and closing date."
Block 2: Enrich "Cross-reference these companies with our support tickets from Zendesk. Flag any with open issues."
Block 3: Summarize "Calculate total revenue, average deal size, and count by region. Highlight the top 3 deals."
Block 4: Format "Create a Google Slides presentation with these metrics. Use our standard reporting template."
Block 5: Distribute "Post the summary to #sales-leadership in Slack with a link to the full deck."
What took two hours now runs in minutes. Automate it on a weekly schedule, and it runs without you.
Getting Started
Identify the workflow. Start with something you do at least monthly. Map out the steps: where does data come from, what transformations happen, where does output go?
Build it block by block. Don't try to automate everything at once. Start with extraction — can the notebook pull the right data? Then add transformation. Then output. Test each step.
Add the schedule. Once the workflow runs reliably on-demand, set up an automation. Choose a frequency that matches your actual needs.
Monitor and refine. Check the first few automated runs. Adjust prompts when outputs aren't quite right. Good workflows improve over time.
Examples in Practice
Finance: Monthly close reporting Pull transactions from accounting software, categorize by department, generate variance analysis, create summary slides, email to CFO.
Sales: Pipeline review prep Extract current pipeline from CRM, identify deals with no activity in 14 days, flag at-risk opportunities, create briefing doc for weekly review.
Marketing: Campaign performance Aggregate metrics from ad platforms, combine with website analytics, calculate ROI by channel, generate weekly performance digest.
HR: Onboarding coordination When a new hire appears in HRIS, create accounts in required tools, schedule orientation meetings, send welcome email with first-week checklist.
What Makes a Good Automation Candidate
Not every workflow should be automated. Good candidates share traits:
- •Recurring — Happens on a predictable schedule
- •Structured — Follows a consistent pattern each time
- •Cross-app — Involves multiple tools that don't natively connect
- •Time-consuming — Takes enough time that automation saves meaningfully
- •Low-judgment — Doesn't require nuanced human decisions at each step