aibrevo

HubSpot · B2B SaaS

Forecast accuracy: roughly ±40% to within ±12%

A 60-person SaaS company moving off spreadsheets

Anonymized, composite example representative of aibrevo's HubSpot engagements — not a named client. We don't publish a client's identity or specifics without their explicit sign-off.

The challenge

The sales team had moved deals into HubSpot from spreadsheets, but without agreed lifecycle-stage definitions or required fields, reps logged deals however they personally interpreted "qualified" or "committed." Leadership's forecast to the board was built on a pipeline nobody actually trusted, and marketing and sales disagreed about what a lifecycle stage even meant.

The approach

  1. 01

    Lifecycle alignment workshop

    Ran a working session with sales and marketing leadership to agree, in writing, what each lifecycle and deal stage actually means — before touching any configuration.

  2. 02

    Pipeline and property rebuild

    Rebuilt deal stages and required properties so a deal can't move to "committed" without a close date and amount already on the record.

  3. 03

    Validation rules

    Added stage-advance validation so the data entered at each step is the data a forecast actually needs, not whatever a rep remembered to fill in.

  4. 04

    Migration and training

    Migrated and de-duplicated the existing deal data against the new lifecycle definitions, then trained the team on the new required-field flow before go-live.

The result

±40% → ±12%Forecast accuracy

Once every deal in a given stage actually meant the same thing, the pipeline number leadership took into board meetings moved from a rough guess to something they could stand behind — forecast accuracy improved from roughly ±40% to within ±12%.

Delivered within aibrevo's typical mid-market HubSpot timeline — see the HubSpot implementation page for the full range.

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