~195k contacts re-segmented






The in-house marketing and RevOps team was running a complex, tightly coupled GTM stack, Salesforce, HubSpot, Chili Piper, Outreach and Clay, where a change in one system quietly broke something in another. Segmentation was the sharpest example: the field existed in both CRMs with a broken mapping, populated on barely a thousand contacts, with dozens of downstream reports pointing at it.
SalesforceRe-architected the segment field as a Salesforce formula mirroring the account-level segment, mirrored as a text field in HubSpot with a remapped integration, then re-imported contacts to backfill it, and rebuilt all 37 downstream Salesforce reports onto the new field as part of the same change.
Chili PiperBuilt and maintained the Chili Piper inbound and CRM routers with segment, sub-industry and billing-system rules, added automatic opportunity creation when a demo is booked, and fixed Outreach race conditions that had been silently preventing opportunities from being created at all.
Stood up MQL timestamp and lifecycle flows, iterated on the lead-scoring model, and tightened MQL rules so webinar registrants stopped being mis-tagged as demo-request MQLs and inflating the MQL number.
HubSpotDelivered high-volume HubSpot email workflows, including an eight-email product-waitlist nurture on a weekly cadence with dynamic late-joiner enrollment and a hard stop before the general-availability announcement, plus dozens of webinar and dinner-event campaigns with invite lists, post-event sequences and CRM campaign uploads.
~195k contacts re-segmented
The segment field was re-architected across Salesforce and HubSpot and backfilled, taking contacts with segment populated from roughly 1,700 to about 195,000.



+5
7 steps
Merging two Salesforce orgs into one against a contract-expiry deadline
Cutover executed on schedule, ahead of the contract deadline
ERP implementation or migration

4 steps
Retiring a legacy ERP integration and answering 'what is our active ARR?'
Legacy ERP retired
CPQ


5 steps
Retiring a sunsetting CPQ and standing up guided quoting with a four-tier approval matrix
Reps quoting live in the new system