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Case Study 03 — Pipeline & Sales

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Pipeline & Sales HubSpot AI Queries

A small professional services firm was managing their entire sales pipeline in a shared spreadsheet. Deals went cold, follow-ups were missed, and nobody had a clear picture of what was likely to close. We set up HubSpot with an AI interface — and the team now runs their entire sales process through plain-language questions.

↑ 28%Win rate in the first quarter after setup
ZeroDeals lost to missed follow-up since deployment
100%Team CRM adoption within two weeks
DailyAI briefing used by all three partners
The Situation

The pipeline lived in a spreadsheet. And in people's heads.

A three-partner consulting firm had been operating for six years with a reasonable flow of new business — but no system behind it. Leads were tracked in a shared Google Sheet that no one really maintained. Follow-ups happened when someone remembered. The end-of-month pipeline review was a half-hour meeting where each partner tried to recall what they'd been working on.

The problem came to a head when two deals went cold in the same week — both prospects had emailed asking for a follow-up that never came. One of them had already signed with a competitor. The other was recoverable, but the damage was done.

The partners were open to a CRM but had tried HubSpot before and found it "too much work to maintain." The key requirement: it had to be useful from day one, and using it couldn't take more time than the spreadsheet did.

"We'd tried CRMs before and always ended up back in the spreadsheet after a few weeks. The difference this time was that AI made it feel like the CRM was working for us — not the other way around."

— Managing Partner (illustrative)
Project snapshot
IndustryProfessional Services
LocationMelbourne, VIC
Business size3 partners, 2 staff
PlatformHubSpot Sales Hub
Services usedPipeline & Sales
Setup time1 week
What We Did

HubSpot configured around how they actually sell.

  • Pipeline stages matched to their process

    Rather than using HubSpot's default stages, we mapped the pipeline to how the firm actually works: Initial conversation → Proposal sent → Negotiating → Verbal agreement → Signed. Custom fields captured the context that mattered — project type, estimated value, key contact, referral source.

  • AI daily briefing configured

    Each morning, each partner receives a plain-language summary via email: which deals need attention, what's overdue, what's close to closing, and what the pipeline value looks like. No login required to get the overview — the insight comes to them.

  • Follow-up sequences and task automation

    Deals that haven't moved in seven days automatically generate a task — and AI drafts the follow-up message for review. The partner approves in one click. Nothing goes cold without someone being explicitly prompted to act.

  • Plain-language pipeline queries via HubSpot Breeze

    Instead of building reports or filtering the pipeline view, partners can ask questions in plain English: "who hasn't heard from us in two weeks?", "what's our forecast for Q3?", "which deals came from referrals this year?" and get immediate, specific answers.

✦ The AI Difference

The reason previous CRM attempts failed was the maintenance burden — it took more time to update the system than it saved. With AI handling the daily briefing, drafting follow-ups, and answering pipeline questions in plain language, the system now gives back more time than it costs. That's the adoption flywheel: useful from day one, so people use it, so it stays accurate, so it stays useful.

Pipeline AI — Daily Briefing
"What needs attention today?"
You have 3 deals needing action. Two proposals are overdue for follow-up — both sent 8+ days ago with no response. One deal in Negotiating has been stalled for 12 days.
Harlow Group
Proposal sent · 9 days ago
Follow up
Clarke Advisory
Proposal sent · 8 days ago
Follow up
Metro Partners
Stalled · 12 days
Check in
"What's our pipeline value this month?"
$142,500 across 7 active deals. Win rate tracking at 71% — up from 55% last quarter. Two deals likely to close this week.
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