Prepared by Work with JocelCase study · November 2026
Content Hub · Case study

A month of social content, approved one stage at a time.

For a San Diego HVAC company, I built an AI content team that researches, writes, designs and checks every post, and a Content Hub where the owner approves each step before the next one starts. Nothing goes out without a person.

Straight Shooter Heating & Cooling · Santee, California · first month: December 2026
7posts approved and ready to publish
38branded slides from real job photos
70source links behind the research
6approval stages per month
7/7posts passed the final quality check
0posts published without the owner
The problem

Small businesses need steady content. They also need it to be true.

No time to write

An owner running service calls cannot also research, write and design 8 posts a month. Content slips, then stops.

Generic AI gets facts wrong

Off-the-shelf AI invents prices, promises 24/7 service the business doesn't offer, and forgets the legal fine print on offers.

Agencies feel like a black box

The owner sees the finished post, not the thinking behind it, and has no clean way to say "change this part" at the right moment.

How it works

Six stages. Five AI specialists. One owner who signs off.

Each specialist does one job and hands over to the next. The owner approves every stage in the Content Hub, and an approval is what starts the next stage.

Stage 1

Research

Researcher

Seasonal topics, homeowner questions, competitor activity. A source for every claim.

Stage 2

Ideas and briefs

Idea Strategist

One brief per post across four content pillars, with the hook, message, visual and call to action.

Stage 3

Copywriting

Copywriter

Hooks, headlines, separate Facebook and Instagram captions, hashtags and required disclaimers.

Stage 4

Visuals

Visual Producer

Branded slides from the client's real photos, sized for each platform.

Stage 5

Quality check

Quality Checker

Pass or Needs Fix on every post: facts, voice, disclaimers, phone numbers, images.

Stage 6

Publishing

The owner

Final go-ahead, then posts go out on the planned dates.

AI stage, approved by the owner before the next beginsOwner's own step
Foundation

One source of truth

  • Every specialist reads the same knowledge base: services, prices, offers, brand voice, colors
  • Anything unconfirmed is never used. The team stops and asks
  • Banned claims and required disclaimers are written down once and enforced everywhere
The team

Specialists, not one generalist

  • Five AI agents, each with one job and its own checklist
  • Proven playbooks for calendars, captions and design from an open-source social media skill set
  • A built-in design tool that renders on-brand slides and refuses banned words
Control

The Content Hub

  • Approve or request changes at each stage, with a note
  • Every post's slides and captions in one place, with copy buttons
  • The team checks the hub every morning and picks up where the owner left off
Try it

The approval flow, live.

You are the owner. Approve a stage and watch the AI team pick up the next one, or ask for changes and watch it redo the work. This demo replays the real December 2026 results.

December 2026Interactive demo

Activity

In the real Content Hub, approvals are saved and the AI team picks them up at its morning check, or right away on request. Nothing is ever posted without the owner.

The owner's view

Everything the owner needs, on one page.

Content Hub pipeline with six stage cards and a decision box
Approve each stageEach stage shows what the agent delivered, the files it made, any questions for the owner, and what happens next. One click approves it and queues the next stage. A note sends it back for changes.
Content Hub posts tab with slides beside the headline, hooks and caption
Post, ready to copyEvery slide, three hook options, separate Facebook and Instagram captions with a Copy button, hashtags, the required disclaimer and the folder to upload from. A calendar, a publishing queue and a scheduling guide sit alongside.
The work

December 2026, in the client's own colors.

Seven posts across four content pillars: straight answers on price, homeowner tips, local San Diego angles, and the crew. Every photo is a real job or team photo. Offer slides carry their full legal disclaimer.

Safeguards

What the checks caught in month one.

These are real catches from December, fixed before the owner saw a single post.

Quality check
Six figures without a source

Weather and humidity numbers in two posts had no link. They were re-researched, five lines were corrected to match the source, and every link was saved.

Design
An old phone number on the van

The company van still shows a retired number. It was covered on the slide, along with the license plate and license number.

Privacy
Location data in phone photos

Three photos carried GPS data that could point to a customer's home. Only clean copies are ever posted.

Privacy
A trainer's contact details

A team training photo showed a presenter's name, email and phone on screen. It was cropped out, and no one is named.

Brand rules
A banned word in a real term

Heat pump thermostats label a setting "emergency heat", but the company never advertises emergency service. The post says "backup heat".

Research
An out-of-date claim

The company's own notes said competitors hide their prices. Research found two now publish prices, so the claim was retired from the knowledge base.

The monthly rhythm

About a week from idea to ready-to-post.

The team checks the hub every morning. When the owner approves a stage, the next one is ready by the following day, or within the hour on request.

1Plan the month

Owner picks the month, number of posts and platforms in the hub.

2Research

Owner reviews topics and sources.

3Ideas

Owner approves the post ideas. The key decision.

4Captions

Owner reads the copy.

5Visuals

Owner looks at the slides.

6Final check

Owner sees the QA result and gives the go-ahead.

→Publish

Posts go out on their dates. The owner ticks each one off.

Built with

Simple tools, no extra subscriptions.

AI agent teamClaude Code, with five specialist agents and a coordinator
Craft playbooksAn open-source social media skill set for calendars, captions and design, connected to the client's knowledge base
DesignA custom Graphics Maker that turns text and real photos into on-brand slides on the client's own computer. No design subscription or AI image service
ApprovalsThe Content Hub, a private web page with saved approvals that only the owner and invited editors can change
AutomationA daily morning check that picks up approvals and runs the next stage
PublishingThe owner's choice: Meta Business Suite (free), a Google Sheet with Make.com, or Blotato. The hub includes a step-by-step guide for each
For your business

Your own Content Hub, built around your facts.

What I need from you

  • Your services, service area, hours and contact details
  • Current offers, with the exact terms and fine print
  • Your logo, brand colors and fonts
  • Two or three competitors you watch
  • A few past posts that worked
  • Real photos of your work and team, with consent from anyone shown
  • Your platforms and who approves content

How we start

Setup

Knowledge base, your branded design tool, your private Content Hub and the daily check.

First month, together

We approve research and ideas on a call and tune the knowledge base from what you say.

Every month after

You approve each stage from the hub in a few minutes a day. Optional: Reels from your footage, Google Business posts, scheduling automation, and a month-end performance review.

Next step

Let's map your first month.

A short call to walk through your business, your offers and your platforms. You leave with a clear plan for your own Content Hub.

Prepared by Work with Jocel