VP / Partner
Support pre-sales and proposal development
What You Do Today
Partner with sales to scope and price consulting engagements. Develop proposals, present to clients, and ensure what's sold can actually be delivered profitably.
AI That Applies
AI-assisted proposal generation that pulls from past proposals, methodology libraries, and pricing databases to accelerate proposal development.
Technologies
How It Works
The system tracks learner progress, competency assessments, and engagement patterns across the learning environment. The processing layer applies the appropriate analytical models to the structured data, generating scored outputs that surface the most actionable insights. The results integrate into the practitioner's existing workflow — presenting recommendations, flags, or automated outputs alongside their normal working context.
What Changes
Proposal development accelerates. AI generates first drafts from past winning proposals and relevant case studies.
What Stays
Scoping a complex engagement requires understanding the client's real problem — not just what they wrote in the RFP. That requires experienced consultants in the room.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for support pre-sales and proposal development, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long support pre-sales and proposal development takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your board chair or lead independent director
“Who on the team has the most experience with support pre-sales and proposal development — and have they seen AI tools that could help?”
They shape expectations for how AI appears in governance
your CTO or CIO
“What's the risk if we DON'T adopt AI for support pre-sales and proposal development — are competitors already doing this?”
They own the technology infrastructure that enables AI adoption
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.