Group Sales Manager
Responding to RFPs and creating proposals
What You Do Today
Review incoming RFPs, assess fit, build proposals that showcase the property, present competitive pricing, and differentiate your venue from the twenty others the planner is considering.
AI That Applies
AI auto-generates proposal drafts from RFP requirements, populates property information and floor plans, suggests competitive pricing based on displacement analysis and market data.
Technologies
How It Works
The system ingests RFP requirements as its primary data source. The automation engine executes each step in the process sequence — validating inputs, applying business rules, generating outputs, and routing exceptions to human review queues. The output — proposal drafts from RFP requirements — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
Proposals go out faster with more polished formatting. AI handles the template work so you focus on the custom touches that win the deal.
What Stays
The personal cover letter, the creative touches, and the site visit invitation that makes the planner feel valued — that's your craft.
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 responding to rfps and creating proposals, 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 responding to rfps and creating proposals 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 VP Sales or CRO
“What data do we already have that could improve how we handle responding to rfps and creating proposals?”
They're evaluating AI tools that will change your workflow
your sales ops or RevOps lead
“Who on our team has the deepest experience with responding to rfps and creating proposals, and what tools are they already using?”
They manage the CRM and data infrastructure your AI tools depend on
a sales enablement manager
“If we brought in AI tools for responding to rfps and creating proposals, what would we measure before and after to know it actually helped?”
They're building the training and playbooks around new tools
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.