How a mid-market B2B SaaS company eliminated 12+ hours per week of manual sales ops work, automated lead routing and follow-up sequencing, and quadrupled SDR output — under their own brand, in 6 weeks.
This B2B SaaS company had a 4-person SDR team with solid pipeline hygiene goals and a CRM that had become a source of anxiety rather than leverage. Every morning, the team started with an hour of manual cleanup: sorting leads by tier, logging call dispositions from the previous day, updating fields that should have been updating themselves.
The routing rules were in a spreadsheet. Follow-up sequences were semi-manual — templates existed, but someone still had to trigger them, track timing, and flag leads that hadn't responded. Pipeline reports took 3 hours to pull every Friday because the data was never clean enough to export directly.
Leadership had tried fixing this twice — once with a consultant who delivered a process document, and once with a RevOps hire who got pulled into other work. By the time they came to Clearfield, they had 12+ hours a week of ops burden distributed across the SDR team and a head of sales who was ready to either hire a dedicated ops person or solve it with software. We gave them a third option.
We built a three-component AI operations layer on top of their existing HubSpot CRM and Apollo.io outreach stack. Nothing was ripped out. The SDRs didn't change how they worked — the work that didn't require humans just stopped needing them.
Everything runs under their brand. The automated sequences come from the rep's email address. The pipeline reports carry their company header. Clearfield is invisible.
| Metric | Before | After |
|---|---|---|
| SDR throughput (qualified activities/week) | ~48/week (4 SDRs, manual ops burden) | ~200/week — 4.2× increase |
| Manual ops time per SDR per week | 3+ hrs (lead triage, logging, sequence trigger) | <15 min — 92% reduction |
| Lead response time (inbound) | 2–4 hrs (manual triage + assignment) | <4 min (automated routing + first touch) |
| Pipeline report prep time | 3 hrs/week (manual data consolidation) | 0 hrs — fully automated Friday 8am delivery |
| CRM field completeness | ~64% (missing data common) | 97% (hygiene bot fills or flags daily) |
| Annualized time recovered (team) | — | ~650 hrs/yr ($180K+ at fully loaded cost) |
The most surprising outcome wasn't the throughput number — it was the shift in team morale. Within two weeks of launch, the SDRs stopped starting their mornings with CRM cleanup and started starting their mornings by reading the qualified lead queue that had already been routed and first-touched overnight.
The Head of Sales called it a "headspace unlock." The SDRs were doing the same volume of outreach with more focus and less friction. The CRM was clean. The pipeline report was waiting in their inbox on Friday mornings instead of taking three hours to produce.
The $22K engagement generated $180K+ in annualized labor recovery. That's an 8× ROI — not counting the pipeline impact from faster lead response times and higher contact rates.
The Discovery Sprint is the same first step we ran here — one week, a written blueprint of your highest-leverage sales ops automation opportunity, $2,500 fully credited toward any full engagement. Or if you want to talk it through first, book a 30-minute audit with no commitment.
No commitment on the audit. Discovery Sprint is fully credited if you build.