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Building a One-Person Operations System: Notion + Feishu + AI Workflow

Building a One-Person Operations System: Notion + Feishu + AI Workflow

One-person ops system: Notion for content planning, Feishu Bitable for CRM, n8n automation, DeepSeek/Claude AI workflows. Complete guide with costs and setup.

Building a One-Person Operations System: Notion + Feishu + AI Workflow

As a solopreneur, you wear every hat: CEO, marketer, customer support, accountant, and product manager. Without a structured operations system, you drown in busywork. The tools you choose can either amplify your output or become another source of complexity.

This guide walks through a proven stack for the one-person company in 2026: Notion for content operations, Feishu (Lark) Bitable as a lightweight CRM, n8n for workflow automation, and DeepSeek/Claude APIs for AI-powered tasks. Plus, a framework for deciding when to use Make vs. Zapier.


1. Notion: Your Content Operations Hub

Notion is the central nervous system of your operations. It handles content calendar management, project tracking, and knowledge documentation in one place.

Content Calendar Database

Create a database with these properties:

PropertyTypePurpose
TitleTextArticle title
SlugFormulaAuto-generated URL slug
StatusSelectDraft, Writing, Editing, Scheduled, Published
CategorySelectOps, Marketing, Product, etc.
ChannelMulti-selectBlog, Newsletter, X/Twitter, LinkedIn
Publish DateDateScheduled publication date
Word CountNumberTrack article length
SEO KeywordsTextTarget keywords for the piece
AI Draft LinkRelationLink to AI-generated draft
NotesTextInternal comments and reminders

View Setup: Create four database views:

  1. Calendar View — See your month at a glance, grouped by status
  2. Kanban Board — Drag articles through the editorial pipeline
  3. Table View — Bulk edit metadata
  4. Gantt Timeline — Plan quarterly content themes

Templates for Consistency

Create a page template for each content type. Your blog post template should include:

# [Title]

**SEO Excerpt:** [Under 160 chars]
**Target Keywords:** [Keyword 1], [Keyword 2], [Keyword 3]
**Estimated Read Time:** [X] minutes

## Outline

1. [Section heading]
   - Key point
   - Key point

## Draft

[Paste your AI-generated draft here]

## Human Edits

[Track your edits and improvements]

## Final Review Checklist

- [ ] SEO title includes primary keyword
- [ ] H2/H3 structure is logical
- [ ] At least one table or list
- [ ] External links open in new tab
- [ ] Featured image selected
- [ ] Meta description written

Knowledge Base Wiki

Create a second database for your operations knowledge: standard operating procedures (SOPs), tool credentials (securely stored), client notes, and process documentation. Link relevant SOPs to your content calendar items.


2. Feishu Bitable as a Lightweight CRM

Feishu (known as Lark outside China) is an underrated tool for the solopreneur stack. Its Bitable feature — a spreadsheet-database hybrid — is perfect for customer relationship management without the overhead of Salesforce or HubSpot.

Setting Up Your CRM in Feishu Bitable

Table 1: Contacts

FieldTypeExample
NameText"John Doe"
EmailText"john@example.com"
CompanyText"Acme Corp"
SourceSelectCold Email, Product Hunt, Referral
StatusSelectLead, Warm, Trial, Customer, Churned
Last ContactDate2026-05-15
NotesText"Interested in enterprise plan"
Deal ValueNumber$299
TagsMulti-selectVIP, Enterprise, High Intent

Table 2: Interactions

Link to Contacts via Bitable's Link feature. Log every email, call, support ticket, and meeting. This creates a complete interaction history without manual note-taking.

Table 3: Pipeline

A visual Kanban view of your sales pipeline: Outreach → Connected → Demo → Negotiation → Closed Won → Closed Lost.

Why Feishu Bitable Instead of Dedicated CRM Tools

FeatureFeishu BitableHubSpot (Free)Pipedrive (Paid)
Cost$0 (with Feishu free tier)$0 (limited)From $14/month
Custom fieldsUnlimitedLimitedLimited
API accessFullFullFull
AutomationVia n8n integrationLimitedBuilt-in
CollaborationReal-time with chatReal-timeReal-time
Mobile appYesYesYes

For a solopreneur with under 500 contacts, Feishu Bitable is more than sufficient — and completely free.


3. n8n: The Automation Backbone

n8n is an open-source workflow automation tool that connects all your services. Unlike Zapier or Make, n8n gives you complete control: self-hosted, custom code nodes, and no per-task pricing.

Critical Workflows for a One-Person Ops System

Workflow 1: Content Publication Pipeline

When you mark an article as "Published" in Notion:

  1. Notion Trigger: Watch for status change to "Published"
  2. Format Content: n8n extracts the article body from Notion and formats it as Markdown
  3. Generate Social Posts: Send to Claude API with prompt: "Write 3 X/Twitter posts promoting this article. Each under 280 chars. Include relevant hashtags."
  4. Schedule Social Posts: Create drafts in your social media scheduler
  5. Send Newsletter: Add the article to your Mailchimp/ConvertKit newsletter queue
  6. Log to Analytics: Record the publication in your analytics spreadsheet

Workflow 2: Lead Capture & CRM Update

When someone fills out your contact form:

  1. Form Trigger: Webhook from your landing page
  2. Enrich Data: Look up company info using Clearbit or similar
  3. Create CRM Record: Add to Feishu Bitable Contacts table
  4. Send Welcome Email: Via Resend or SendGrid
  5. Post to Slack: Notify you (even if it's just yourself)
  6. Log to Analytics: Track lead source

Workflow 3: Weekly Ops Report

Every Monday at 9 AM:

  1. Notion Query: Count articles published last week
  2. CRM Query: Count new leads and interactions
  3. Analytics Query: Fetch last week's traffic and conversion data
  4. Compose Report: Use Claude API to write a concise weekly summary
  5. Send to Email/DM: Deliver the report to your inbox or a private Slack channel

n8n Hosting Options

OptionCostSetup Difficulty
n8n CloudFrom $20/monthLow (managed)
Railway/Render$5-15/monthMedium
Self-hosted (Docker)$0 + server costHigh
PikaPodsFrom $4/monthLow

Start with n8n Cloud or PikaPods. Upgrade to self-hosting when your workflow count exceeds 50.


4. DeepSeek and Claude API Integration

AI APIs are the differentiator in a one-person ops system. DeepSeek offers the best cost-performance ratio for bulk content tasks, while Claude excels at nuanced writing and analysis.

When to Use Each Model

TaskRecommended ModelWhy
First draft generationClaude Sonnet 4Better narrative flow and structure
Content rewrites/improvementsClaude Sonnet 4Nuanced understanding of voice
Bulk SEO meta descriptionsDeepSeek V410x cheaper, fast, consistent
Data extraction from textDeepSeek V4Cost-effective for structured output
Customer email classificationDeepSeek V4Fast, cheap, reliable categories
Complex analysisClaude Sonnet 4Better reasoning and citation
TranslationDeepSeek V4Competitive quality at lower cost

Implementation in n8n

Add an HTTP Request node in n8n pointing to the respective API. Example Claude integration:

{
  "method": "POST",
  "url": "https://api.anthropic.com/v1/messages",
  "headers": {
    "x-api-key": "{{$credentials.claudeApiKey}}",
    "anthropic-version": "2023-06-01",
    "content-type": "application/json"
  },
  "body": {
    "model": "claude-sonnet-4-20250514",
    "max_tokens": 4096,
    "messages": [
      {
        "role": "user",
        "content": "Write a 500-word blog introduction about {{$node['Notion'].json.title}}"
      }
    ]
  }
}

Cost Projection for a Solo Operator

UsageMonthly VolumeClaude CostDeepSeek Cost
Blog drafts20 articles$12$2
Social posts60 posts$6$0.60
Email responses200 emails$8$0.80
SEO metadata50 pages$2$0.20
Total$28/month$3.60/month

A hybrid approach — Claude for drafts and analysis, DeepSeek for bulk tasks — costs under $30/month.


5. Make vs. Zapier: Decision Framework

You might wonder: should I use n8n, Make, or Zapier? Here's the framework for a solopreneur.

The Decision Tree

Do you need to self-host for data privacy?
├── Yes → Use n8n (only self-hosted option)
└── No → Ask: How complex are your workflows?
    ├── Simple (1-2 steps, common apps) → Zapier
    ├── Medium (3-7 steps, some custom logic) → Make
    └── Complex (8+ steps, custom code, branching) → n8n

Side-by-Side Comparison

Factorn8nMakeZapier
PricingFree self-hosted, $20/mo cloudFrom $9/moFrom $19.99/mo
Per-task pricingNoNoYes (tasks = executions)
Custom codeJavaScript/PythonNoJavaScript (limited)
Self-hostingYesNoNo
AI integrationDirect API callsHTTP moduleOpenAI integration
Error handlingRetry, error workflowsRetryLimited
Learning curveSteepMediumLow
CommunityLarge open-sourceLargeMassive

Recommendation for Solopreneurs

  • Start with n8n if you're technical or want to learn. The $0 entry cost and unlimited workflows win long-term.
  • Use Make for rapid prototyping. Their visual editor is excellent, and $9/month for 10k operations is fair.
  • Avoid Zapier unless you need a 5-minute setup for a single, simple workflow. Their per-task pricing becomes expensive above 1,000 tasks/month.

Bringing It All Together: A Day in Your Ops System

Here's what your operations look like with this stack fully implemented:

Monday 9:00 AM: n8n sends you a weekly ops report (composed by Claude) showing last week's metrics: 3 articles published, 12 new leads, 8.5% conversion rate on the trial page.

Monday 10:00 AM: You review the Notion content calendar. Three articles are in "Draft" status, each pre-populated by Claude API via an n8n workflow triggered when you move a card from "Outline" to "Writing."

Monday 11:00 AM: A new lead comes in from your Product Hunt launch. n8n captures the form submission, enriches the data, adds the contact to Feishu Bitable CRM, and sends a personalized welcome email — all without your involvement.

Wednesday 2:00 PM: You publish an article. n8n detects the status change in Notion, uses DeepSeek to generate SEO metadata, creates social posts via Claude, schedules them, and adds the article to your newsletter queue.

Friday 4:00 PM: You review your Feishu Bitable CRM. Pipeline view shows you which leads need follow-up. You write three personalized emails. n8n logs each interaction automatically.


Implementation Roadmap

WeekMilestone
1Set up Notion content calendar with templates
2Create Feishu Bitable CRM with Contacts and Pipeline tables
3Install n8n (cloud or self-hosted) and connect Notion + Feishu
4Build the content publication pipeline workflow
5Build the lead capture workflow
6Integrate DeepSeek and Claude APIs for content generation
7Build the weekly ops report automation
8Refine, optimize, and add error handling

A solopreneur who implements this system buys back 15-20 hours per week previously lost to manual operations. That time goes where it matters: talking to customers, improving your product, and building your business.

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