Ramp Year

How do we connect prospect research to a buyer-specific business case?

The answer in brief

Turn research into a business case by validating the account hypothesis, mapping the buyer's current workflow, quantifying a supported consequence and agreeing how the proposed change would be evaluated. Use buyer-owned inputs and show adoption costs and uncertainty. Public research supplies context; it cannot establish the buyer's ROI or decision criteria by itself.

Daavid ChristaDaavid ChristaCofounder, Ramp Year · GTM / Account executive
SalesforceNavanPeec AI

Previously Salesforce’s youngest account executive, a mid-market AE at Navan, and part of building the go-to-market at Peec AI. More than seven million in personally closed revenue; helped build modern, agentic sales motions supporting double-digit millions in ARR.

In this answer

Let discovery replace the assumed economics

Begin with the source-backed operating condition and a neutral question. Ask for a recent example and the actual consequence. Identify who can validate frequency, effort, cost or risk. Then compare the proposed scope with the current alternative and the effort required to adopt it.

Build the case around the committee's decision, not a generic savings slide. Engineering may need feasibility, operations may need continuity and finance may need contribution or cash implications. Keep each concern and input owner visible. A useful business case can also reveal that the change is not worthwhile.

The evidence chain for a business case
DecisionEvidence to useWhat changes next
Context to problemPublic fact followed by buyer-confirmed workflowReplace the research hypothesis with actual evidence
Problem to consequenceBuyer-supported frequency, impact and confidenceCreate a transparent input model
Consequence to decisionEvaluation criteria, adoption cost and approval rolesDetermine whether a change is justified

Work through the decision

Illustrative case: research suggests access complexity. Discovery confirms 40 monthly exceptions taking 15 minutes each. The model shows 10 hours of work, then tests an assumed reduction and integration effort. The buyer validates the inputs and explains whether freed capacity matters.

Do not convert the workload estimate into guaranteed cash savings. Add maintenance, training and implementation costs. Ask the committee what evidence would justify proceeding or stopping. That creates a decision aid rather than a vendor-authored ROI conclusion.

The seller writes the buyer's conclusion for them

A polished business case can still be a pitch if the buyer has not validated the inputs or decision criteria. Invite corrections and include a conservative case. If the purchase is not justified, document that outcome rather than hide it behind an optimistic assumption.

Use this decision check

Check only what you can support with a record. This is a working aid, not a score predicting results.

0 of 3 evidence checks marked.

A concrete next step

Build a one-page case with current workflow, consequence, proposed change, costs, validators and proceed/stop criteria. Ask the buyer to correct it before treating it as support for a proposal.

Sources and research notes

  1. Bessemer: 10 laws of cloudInvestor operating guidance
  2. GitLab Command PlanCompany operating handbook

Primary sources reviewed October 6, 2026. The operating recommendations and worked scenarios are Daavid’s analysis. Illustrative numbers are assumptions, not measured client results. Company marks identify sources and prior experience; they do not imply a customer relationship or endorsement.

A head start, on us

Your next $50,000 in potential pipeline

Free for qualifying foundersGive me $50,000 of pipeline

Book a discovery call and qualify. Five accounts at an assumed $10k annual deal value; research targets, not buyer commitments.

Your account playExample play
Product-fit hypothesisSchematic

Credit-based billing & product access controls

AI credits + enterprise plansUsage allowances and paid feature tiers
Krish RamineniCofounder & CEO
A question for product + engineering

When an enterprise team needs a custom AI-credit allowance, can product change it without an engineering release?

Five tailored account plays$50,000Potential annual pipeline · $0 research fee