We agree the metrics first
Before launch we define the handful of numbers that matter: response time, qualification rate, booked appointments, show rate and follow-up completion.
Illustrative scenarios
Illustrative Scenarios: How We Would Build These Systems
These pages are example workflows, not client results. They show the business types we work with, the manual problems we see, and exactly how we would build the system — so you can picture it on your own pipeline.
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What an illustrative scenario is
- Real The business type, the manual bottlenecks and the workflow logic.
- Real The steps of the system we would configure, in order.
- Labeled Every page is marked clearly as an illustrative scenario.
- Not a result No client, no outcome and no metric is claimed anywhere.
Read this first
These are scenarios, not case studies with results
We deliberately do not publish a portfolio of client outcomes here. Real results belong to the businesses that earned them, and we only share measurable numbers when we have that client’s written permission and verified data behind them. What we can show you honestly is the thinking: how we diagnose a manual workflow, which layers we would build, and what we would measure once it is live.
Each scenario below follows the same shape — the business type, the manual problem, the system we would build, and what we would track. Read it as a proposal template for your industry, not as a claim about anyone else’s results.
Illustrative scenario
Illustrative scenario. We publish measurable results only when we have client permission and verified data. Everything on these pages describes a proposed workflow, not an outcome we achieved.
The scenarios
Seven business types, seven example builds
Pick the one closest to how your business actually runs.
HVAC
AI intake for an HVAC company — no-cool and no-heat calls, tune-ups, maintenance agreements, SEER2 replacement quotes and dispatch.
Plumbing
AI dispatch for a plumbing company — burst pipes, water heaters, drains, repipes and sewer lines routed to the right tech.
Roofing
AI intake for a roofing company — storm damage, inspections, estimates, insurance claims and tarping requests.
Dental
AI reception for a dental practice — scheduling and admin only: new-patient exams, hygiene recall, insurance verification and reminders.
Real Estate
AI follow-up for real estate leads — buyer and seller leads, showings, lead ads and drip follow-up.
Online Coach
AI booking for an online coach — discovery calls, an application funnel, webinars and no-show recovery.
Instagram Business
Instagram DM sales for a small business — comment-to-DM, DM follow-up, link-in-bio and booked calls.
Honest reporting
How we report results honestly
When a system goes live, we agree on what we will measure — and we only publish it with permission.
We measure from real data
Numbers come from your CRM, calendar and conversation records — not from estimates, screenshots or a marketing narrative.
We ask before we publish
If a result is worth sharing, we ask the client for written permission and verify the data with them first. No permission, no publication.
We label anything hypothetical
Worked examples are marked as illustrative scenarios, exactly like the pages in this section. We never dress up a hypothetical as a case study.
We separate work from outcome
“The agent replies instantly” is a description of the build. “It produced more revenue” is an outcome that needs proof. We keep the two apart.
We tell you when the fit is wrong
Sometimes the fastest win is not automation. If that is true for you, an honest audit should say so rather than sell a build.
Illustrative scenario
Illustrative scenario. We publish measurable results only when we have client permission and verified data.
Every scenario, same route
Audit → build → launch → optimize
Whichever scenario fits you, the engagement runs the same four stages.
1
Audit
We map how leads arrive today and find the single biggest leak in the journey.
2
Build
We configure the capture, response, qualification and follow-up layers on your tools.
3
Launch
You approve the knowledge base and escalation rules, then the system goes live.
4
Optimize
We review the agreed metrics together and tune the system over time.
Timelines vary by scope. We confirm dates after the audit — no fixed promises.
Get your plan
Turn a scenario into a plan for your business
Tell us how leads and follow-up work today. On a free strategy call we will map the fastest fix for your situation — often the first automation worth building.
- A free 30-minute AI strategy call — no obligation.
- A scoped blueprint: the biggest leak, and the first automation to fix it.
- Honest fit check — we will tell you if automation is not your fastest win.
Keep going
Related pages
The full system
Industries
AI services
Illustrative scenario
Illustrative scenario. We publish measurable results only when we have client permission and verified data.
Ready to map one of these onto your business?
Book a free AI strategy call and we will walk the scenario that fits you against your live pipeline.