Real business scenarios

Helpers become workflows.

One Margaret helper can summarise a call. Another can spot missing information. Another can draft a response. Used together, they become repeatable workflows for the work your business already does.

Emma — training company owner

From vague enquiries to clearer next steps

Emma’s website gets enquiries like “we’re looking for leadership training — can you send more info?” Her team spends time asking the same follow-up questions before any real conversation can happen.

Bundle: Sales Enquiry Bundle

Over time, Emma notices that the same missing questions appear again and again. She updates her website with a guided enquiry form, reducing vague messages and saving admin time before the first call.

How Margaret helps

  1. 1Paste the enquiry
  2. 2Enquiry Qualifier checks buyer fit and intent
  3. 3Missing Info Detector lists the key gaps
  4. 4Next Best Question picks the single most useful thing to ask
  5. 5Response Draft Helper writes a warm, focused reply
  6. 6Lead Note Builder creates a structured internal note

What you get

  • A cleaner reply that asks the right thing first
  • A structured lead note for follow-up
  • Clarity on what her enquiry form should ask earlier

James — specialist logistics business

Support help without handing customers to a chatbot

Customers email James's team with questions about fragile items, site access, insurance, and delivery windows. The details matter too much to automate fully — but the team keeps answering the same things manually.

Bundle: Support Helper Bundle

The team still reviews every customer reply — Margaret doesn't send anything automatically. But the repeated thinking work drops, and customers start providing better information upfront.

How Margaret helps

  1. 1Paste the customer email or call notes
  2. 2Support Call Summariser extracts what matters
  3. 3Issue Classifier sets urgency and owner
  4. 4Escalation Detector flags what not to promise yet
  5. 5Reply Draft Helper writes a careful, human-reviewed response
  6. 6Help Doc Gap Finder spots FAQ gaps across multiple tickets

What you get

  • A cleaner support summary
  • A safer draft reply (always reviewed before sending)
  • Escalation flags for tricky cases
  • FAQ and quote form ideas from repeated patterns

Priya — independent consultant

From messy call notes to a clear client follow-up

Priya has useful discovery calls but turning rough notes into polished follow-ups, action lists, and scoped next steps takes too long. She wants to stay thoughtful, but cut the blank-page admin.

Bundle: Client Delivery Bundle

Priya still reviews everything. But the blank-page work disappears — she responds faster after calls and turns more conversations into clear proposals without lowering the quality of her thinking.

How Margaret helps

  1. 1Paste rough notes from the call
  2. 2Client Call Summariser creates context, key quotes, decisions, and open questions
  3. 3Decision and Action Extractor pulls owners, dates, and missing commitments
  4. 4Risk and Assumption Mapper spots budget gaps, missing decision-makers, unrealistic timelines
  5. 5Client Follow-Up Writer drafts a clear, professional email
  6. 6Scope Builder drafts a fixed-scope mini engagement if there's a natural next step

What you get

  • A polished follow-up email
  • A clear action list with owners
  • Risk notes to raise before next steps
  • An optional scoped proposal outline

Sam — growing service business owner

Before you automate, understand the workflow

Sam knows his team repeats too much manual work, but the process is messy and nobody has mapped it clearly enough to decide what to change. He's tempted by AI tools but doesn't want to automate the wrong thing.

Bundle: Workflow Audit Bundle

The team sees that the first fix isn't a big AI project. It's a clearer intake workflow with safe human review. This reduces delays and gives the business a better foundation if they want to go further later.

How Margaret helps

  1. 1Describe the repeated workflow in plain language
  2. 2Workflow Mapper turns it into a clear step-by-step map
  3. 3Friction Finder identifies where delays and errors happen
  4. 4Automation Candidate Finder suggests safe places to use AI
  5. 5Human Judgement Guardrail flags where humans must stay in the loop
  6. 6Workflow Improvement Plan creates a prioritised list of practical next steps

What you get

  • A workflow map the whole team can read
  • Specific friction points, not vague observations
  • Safe automation candidates (and which to avoid)
  • A practical improvement plan — not an AI project

Try it on your own work.

Download Margaret free, start with the Starter Bundle, and build your first helper in under ten minutes.