← Back to all use cases Sales

Sales & revenue

Slow follow-up turns good leads into lost revenue.

Pilot targetMore qualified meetings
Project startDate agreed in scope
ValidationMeasured against baseline
What changes

From lead leakage to a measurable revenue workflow.

Pilot targetMore qualified meetings
01Today

The friction

Sales teams lose time to research, data entry and cold-lead chasing instead of selling. Leads sit unanswered, CRM data gets stale, and forecasting depends on incomplete pipeline information.

02With HAY AI

The operating change

Connect one lead source to your CRM, organise qualification evidence and prepare reviewable follow-ups and proposals. Salespeople approve commercial commitments; response time, qualified meetings and conversion are measured against the baseline.

Best fit

B2B and B2C teams with an active sales pipeline.

Decision snapshot

Start with one lead source and prove the handoff.

Start with one workflow, measure it against the current baseline and expand only after the result is visible.

See a sample first pilot →
Best first pilotLead-response and follow-up workflow for one sales channel.
What we measureFirst-response time, Follow-up completion rate, Qualified-meeting rate for the selected lead source, Lead-to-opportunity conversion for the pilot flow.
Human controlReps approve sensitive outreach, pricing and final proposals.
Scale ruleKeep, improve or stop the pilot based on evidence before expanding.
Smart Sales & revenue roadmap

From the first enquiry to repeat revenue

Keep sellers focused on customer conversations while repetitive coordination, prioritisation and reporting become easier to manage.

What happens today
Sales teams lose time to research, data entry and cold-lead chasing instead of selling. Leads sit unanswered, CRM data gets stale, and forecasting depends on incomplete pipeline information.
Roadmap

See the operating journey stage by stage.

Open each stage to see the problem, action, deliverable and KPI behind the workflow.

Sales & revenue roadmap

Stage 1 of 7

Lead capture & first response

Fewer unanswered leads
The problem at this stage

Leads arrive from the website, forms, social media, WhatsApp and calls in separate tools. Slow response and poor source tracking cause ready-to-buy leads to disappear.

Exactly what we do

Bring every lead into one CRM queue, send a first message tailored to the page and service viewed, record source and campaign, and alert a human when the lead needs a real conversation.

What you receive

Lead dashboard, ready first response, source tracking and a hot-lead alert.

Opportunity map

Eight practical areas we can improve

See lead capture, qualification, follow-up and pipeline updates as one revenue workflow so every enquiry has a visible next action.

1. Lead capture & first response

Bring every lead into one CRM queue, send a first message tailored to the page and service viewed, record source and campaign, and alert a human when the lead needs a real conversation.

2. Scoring & prioritisation

Combine interactions, likely budget, industry, company size and user behaviour into an explainable score, then give each seller a daily priority list and next action.

3. Follow-up & nurture

Summarise meetings, record decisions and objections, prepare email or WhatsApp sequences by industry and buying stage, and stop messages when the buyer replies, buys or asks to stop.

4. Proposal & negotiation

Build a proposal from the opportunity record, check discount and margin rules, suggest objection responses and alert the seller when the buyer views the proposal or returns to pricing.

5. Forecast & revenue

Create conservative, likely and optimistic scenarios, show reasons for probability changes, list at-risk deals and send a weekly report with a recommended action.

6. Customer expansion

Detect signals of higher need, recommend a relevant upgrade or complementary service, and alert the account manager with the reason and suggested message.

7. Return & loyalty

Prepare personalised win-back messages based on past value and need, offer relevant content instead of blind discounts, and create a referral path that records source and outcome.

8. Continuous improvement

Bring lead response, follow-up completion, stage movement and stalled opportunities into one recurring pipeline review so the next action is visible.

Choose your first pilotRecommended starting point

Lead-response and follow-up workflow for one sales channel.

Start with one lead source and one sales channel. Capture the lead, prepare the first response, apply the agreed qualification rules and hand the conversation to a rep when human judgement is needed.

What we build

  • Connect one lead source to the CRM fields required for the pilot
  • Prepare the first response and qualification questions from approved sales rules
  • Add follow-up reminders or drafted messages with clear stop and opt-out rules
  • Give the responsible rep a priority queue, full context and a clear human-takeover point

How we measure it

  • First-response time
  • Follow-up completion rate
  • Qualified-meeting rate for the selected lead source
  • Lead-to-opportunity conversion for the pilot flow
Next expansion

What to add after the pilot

After one lead flow is working, add one revenue capability at a time.

Proposal support

Draft proposal content and approval checks as a separate seller-assistance workflow.

Forecast & deal-risk view

Add forecasting only after CRM stage data is reliable enough to evaluate.

Customer expansion

Use account signals for cross-sell or reactivation as a separate post-sale workflow.

Why this works

Practical before ambitious.

We begin with one measurable gap in the sales journey, keep reps in control of customer conversations and expand only after the workflow improves pipeline discipline.

Current methodBaselineMinimum systemsHuman approvalScale after proof
AI in action

See how one lead moves from capture to an owned next action

Keep lead qualification, follow-up and proposal preparation connected so salespeople can focus on the next useful conversation.
AI-assisted sales workflow showing incoming leads, qualification, follow-up, proposal generation and revenue forecasting

Why this approach works for Sales & revenue

Start small, then connect

Choose one lead stage and one measurable target first. Expand only after sales accepts the workflow and response, follow-up or pipeline evidence is visible.

Keep people in control

Reps approve sensitive outreach, pricing and final proposals.

Use the tools already in place

Connect the CRM, forms, email, calendar and approved messaging tools reps already use instead of creating another sales workspace.

Measure business outcomes

Review the agreed measures: First-response time, qualified meetings, proposal turnaround and conversion. Use these to assess business outcomes and decide the next step.

Sales & revenue project process

1. DiscoveryInterview the owner, process lead and people who do the work today.
2. BaselineMeasure time, volume, quality, cost, delays or missed opportunities.
3. Build the pilotConfigure one focused workflow and connect only the data required for the first result.
4. MeasureCompare the pilot with the baseline and review adoption, quality and risk.
5. Decide and scaleKeep, improve or stop the pilot based on evidence, then connect the next stage.
6. Improve regularlyTurn the connected reporting into a recurring operating rhythm for the team.

Suggested start: one workflow can go live first; the next measurable improvement is added only after the first review.

Information we need

  • Current workflow, owner and handoffs
  • Three to six months of relevant examples, records or messages
  • The systems, files, channels and approvals involved
  • Current baseline for First-response time, qualified meetings, proposal turnaround and conversion.
  • The person responsible for exceptions and final decisions

Initial diagnostic questions

  • What is the biggest sales & revenue bottleneck today?
  • How often did it happen last month?
  • What do slow response, missed follow-up, poor qualification or stalled opportunities cost today?
  • Which system or data already records the problem?
  • Can the first pilot run on one lead source, segment, territory or pipeline stage?

Not sure which one fits you?

Book a free 30-minute discovery call. We will identify which use case is worth testing first and what evidence should decide the next step.

Book a free 30-minute discovery call

Other areas we automate

Contact us

Have a question about this page?

Send us the workflow, problem or idea you want to discuss. We’ll reply within one business day.

HAY AI Assistant

English · Հայերեն · العربية · Русский · Español