Sample deliverable · Automation Audit
Automation Audit — sample
A redacted example of the automation audit we deliver within two business days of the $100 retainer kickoff call. Formatting, level of detail, and structure match what a real prospect receives. Numbers here are illustrative.
Executive summary
Northline's bottleneck is not the volume of support email — it's the context-switching cost per message. Each ticket requires the owner to leave email, open a billing tool, check a calendar, and return. Repeat-intent tickets (invoices, reschedules, basic FAQ) account for roughly 65% of inbound but consume the same per-ticket minutes as genuinely novel questions.
Three automations, implemented in order, would save an estimated 10–14 hours per week at acceptable risk, with no auto-send behavior until the team explicitly enables it.
Current state
| Metric (last 30 days) | Observed | Notes |
|---|---|---|
| Inbound support emails | ~420 | ~14 per business day |
| Median first-reply time | 22 hours | Target is "same business day" |
| % responded within 1 business day | 58% | Industry peer benchmark ~80% |
| Repeat-intent share | ~65% | Invoices, reschedules, FAQ |
| Owner time on inbox | ~14 hrs/wk | Self-reported + sampled |
| Dropped threads (no reply 7+ days) | 9 | 3 flagged as likely retention risk |
Findings
Finding 1 · Invoice resend requests dominate and are fully templatable
What's happening: Customers ask for a resend of a past invoice. The owner looks up the customer, downloads the PDF, and writes a short reply. Every step is deterministic.
Recommendation: Inbox Copilot with billing-tool context pull. Draft auto-attaches the correct invoice; owner reviews and sends. No auto-send by default.
Estimated win: ~5 hours/month.
Finding 2 · Reschedule requests require calendar context the owner keeps re-deriving
What's happening: Each reschedule request triggers a calendar lookup, a proposed-slot calculation, and a confirmation reply. The owner does this serially. The proposed slots are usually the same three options.
Recommendation: Extend the Copilot with Google Calendar read + tentative-hold write. Draft proposes specific Thursday/Friday slots; owner confirms with one keystroke.
Estimated win: ~4 hours/month.
Finding 3 · Dropped-thread retention risk is systematic, not random
What's happening: When the owner is pulled into client work, the "hard" emails (pricing questions, complaints, upsell requests) sit while easier ones get cleared. 3 of 9 dropped threads represented active revenue at risk.
Recommendation: Operator-layer priority detection. The same AI that drafts replies also flags retention-risk threads and surfaces them at the top of the review queue with a draft pre-written. This is the highest-leverage finding of the audit.
Estimated win: 2–3 recovered conversations per month. At Northline's average engagement size, a single recovered lead covers the Operator Layer cost for the year.
Recommended roadmap
| Phase | Deliverable | Timeline | Cost |
|---|---|---|---|
| Kickoff | This audit + scoped quote (delivered under retainer) | 2 business days | $100 (credited) |
| Phase 1 | Inbox Copilot on shared inbox · draft-only · tone import · billing context pull | Week 1 | $1,500 setup + $29/mo per mailbox |
| Phase 2 | Calendar integration for reschedules · retention-risk flagging | Week 2 | included in Operator Layer |
| Phase 3 | Operator Layer: weekly tuning, monitoring, FAQ ingestion, reports | Ongoing | $500/mo |
Projected outcome
| Metric | Today | After 30 days | Delta |
|---|---|---|---|
| Owner hours on inbox / week | ~14 | ~4–5 | ~10 saved |
| Median first-reply time | 22h | <3h | ~7× faster |
| % responded in 1 business day | 58% | ~95% | +37pts |
| Dropped threads / month | 9 | <1 | retention risk down |
What's not in scope
- Auto-send. Off by default. Staying off is a sensible default even after launch.
- Training AI models on Northline customer content. We don't do that.
- Changes to the billing or booking software itself. Copilot reads it; it doesn't replace it.
How to approve and start
- Reply "approved" to this audit (or comment in line). We prep the implementation contract within one business day.
- The $100 retainer applies 1:1 as credit on Phase 1. If the scope doesn't fit after reading this, reply "refund" and we refund it in full, no questions asked.
Want an audit like this for your business?
The $100 retainer books the kickoff call and lands this audit in your inbox within two business days. Refundable in full if we don't end up booking work.
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