Revenue AI Workshop
AI for Sales and Revenue Teams
Turn AI activity into a clearer, more disciplined revenue system.
This facilitated working session helps sales and revenue leaders evaluate where AI fits across pipeline generation, prospecting, outreach, qualification, follow-up, and revenue operations. Your team aligns on priorities, operating requirements, human responsibilities, and the next decisions required for practical execution.
One half-day or two connected sessions
Pipeline, workflow, data, messaging, and execution
Virtual or in person, subject to location and scheduling
Revenue alignment before automation
Decide where AI belongs before adding more tools.
Many revenue teams already use AI for research, writing, prospecting, call preparation, CRM updates, or reporting. Activity increases, while the underlying commercial process often stays fragmented.
This workshop fits organizations that want to strengthen revenue execution before investing further in automation, platforms, or isolated sales tools. The working session connects revenue goals, pipeline performance, customer targeting, data quality, messaging, team capacity, and current systems.
Common conditions
Signals that the revenue system needs alignment.
The workshop examines the full commercial process before your organization scales activity or adds technology.
Pipeline generation is inconsistent, and the team does not share a clear diagnosis.
The ideal customer profile, funnel definitions, or qualification standards vary across the team.
Contact data is incomplete, outdated, duplicated, or disconnected from the CRM.
Different audiences and offers move through generic messaging and the same outreach process.
AI and sales tools create activity without improving qualification, follow-up, or stage progression.
Human ownership after a prospect responds is unclear or under-resourced.
Sends, opens, clicks, and contact volume receive more attention than qualified conversations and opportunities.
The workshop gives your team a structured setting to diagnose these conditions, determine where AI deserves attention, and decide what should happen next.
What the working session covers
Five connected decisions for revenue execution.
The workshop moves from the commercial result your team needs to the data, workflow, messaging, ownership, and evidence required to support it.
Revenue priorities and funnel definitions
The session begins with the commercial result that matters. Your team identifies the priority revenue constraint and aligns on the meaning of prospect, lead, qualified opportunity, and stage progression.
Questions addressed Where is the process losing time, quality, consistency, or opportunity? Which metrics show commercial progress beyond activity volume?
ICP, segmentation, and buying group
Your team reviews who the commercial process should reach, how segments differ, which roles influence the decision, and which fit criteria support focused execution.
Questions addressed Does the team share a clear ideal customer profile? Which decision-makers, champions, title equivalents, and intent signals matter by segment?
Data, systems, and workflow readiness
The group maps how accounts move from identification through research, outreach, response, qualification, follow-up, and CRM routing. The discussion identifies data gaps, duplication, integration needs, and operational friction.
Questions addressed Is the available data reliable enough for targeting, personalization, routing, and measurement? Where do systems, handoffs, or ownership break down?
Messaging, channels, and human responsibility
Your team evaluates how message, offer, evidence, channel, cadence, and next action fit each audience. The session defines where human judgment, review, relationship development, and accountability must remain.
Questions addressed How should messaging change across audiences, offers, and stages? What needs to happen after a prospect replies?
AI opportunity evaluation and priority
Potential applications are compared according to commercial impact, feasibility, data readiness, risk, adoption requirements, and time to evidence.
Questions addressed Which opportunities should move forward, gather more evidence, pause, or stop? Who owns each next decision?
Workshop outcome
Leave with decisions your team is ready to carry forward.
The workshop produces a practical Revenue AI Decision Record. The final scope reflects the selected format and the priorities discussed.
A structured basis for the next decision, not another list of AI tools.
Workshop deliverable
Revenue AI Decision Record
The revenue objective and priority commercial constraints.
A structured view of the current workflow, funnel definitions, and material gaps.
ICP, segmentation, and buying-group considerations.
Data, system, integration, and readiness findings.
Human and AI responsibility considerations.
Priority opportunities evaluated by impact, feasibility, and readiness.
Risks related to deliverability, governance, adoption, or measurement.
Ideas that require more evidence, should wait, or should not move forward.
Next decisions and responsible owners.
One engagement, two delivery options
Choose the format that fits the decisions under review.
Participation
The right people in the room
Participation should reflect the decisions under review. Depending on the engagement, the group may include:
An executive sponsor.
Revenue leadership.
Revenue or sales operations, or CRM, data, or analytics leadership.
Business development, partnerships, growth, or marketing leadership.
Team members responsible for prospecting, qualification, follow-up, customer handoffs, or reporting.
Virtual or in person, subject to location and scheduling.
The Gen AI provides guidance before the session. Your team should bring current revenue priorities, known pipeline constraints, existing workflows, active tools, available data, and relevant questions.
Business judgment connected to revenue execution
Practical AI decisions grounded in commercial reality.
The Gen AI is an AI implementation and advisory firm that helps organizations connect business priorities, workflows, people, data, and technology. Our work across strategy, revenue operations, business development, workforce transformation, and AI implementation informs the workshop.
The discussion stays focused on how pipeline is created, qualified, advanced, and measured inside the conditions your team faces today. The workshop does not begin with a preferred platform. It begins with the revenue objective and examines which combination of people, process, data, and technology supports the next decision.
Facilitated by
Oscar Carrasquillo
Co-Founder and Chief Executive Officer
Oscar Carrasquillo brings more than 30 years of leadership experience across growth, sales, operations, technology, workforce transformation, and business execution.
His career includes Fortune 100 companies, private equity-backed organizations, startups, turnarounds, and international growth. He has led revenue organizations, built and scaled teams, introduced emerging technology into commercial operations, and helped leaders connect technology decisions with measurable business objectives.
Oscar leads the workshop with support from The Gen AI team. The session combines executive judgment, revenue-system experience, and practical AI implementation perspective.
Learn more about Oscar CarrasquilloApplied revenue experience
Recurring conditions observed across sales, business development, and revenue initiatives.
Evaluating data quality before increasing prospecting volume.
Separating audiences, offers, and messages before launching campaigns.
Identifying duplication and gaps across sales tools and workflows.
Protecting deliverability while improving relevance and follow-up.
Defining the human process that begins when a prospect responds.
Prioritizing AI opportunities according to commercial impact and operational readiness.
Complete case studies and supporting details are shared privately during qualified conversations when the examples are relevant and permission allows disclosure.
Workshop, advisory, and implementation
Start with evaluation. Expand only when the next step is clear.
Workshop
The workshop focuses on evaluation, alignment, priority, and direction. Your team examines the revenue process and records the decisions required before deeper commitment.
Advisory
Deeper workflow analysis, data assessment, vendor evaluation, sales-process redesign, governance development, measurement design, or implementation planning requires a separate advisory scope.
AI Strategy and AdvisoryImplementation
Building, integrating, configuring, or deploying an AI-supported revenue system requires a defined implementation engagement after the necessary assessment and planning.
Genni AI Business Development SystemBroader executive alignment
Organizations evaluating AI priorities beyond revenue should review Strategic AI for Business Leaders.
Review the leadership workshopEach stage begins when the organization has the evidence, ownership, and operating conditions required for the next level of commitment.
Before the workshop
Frequently asked questions.
Review the format, audience, outcome, and boundaries before scheduling a strategy conversation.
01 What is an AI workshop for sales and revenue teams?
An AI workshop for sales and revenue teams is a facilitated working session that connects AI opportunities with pipeline generation, prospecting, outreach, qualification, follow-up, and revenue operations. The team evaluates where AI fits, what conditions affect readiness, and which decisions should guide the next step.
02 Who is this workshop designed for?
The workshop is designed for sales leaders, revenue leaders, founders, growth leaders, revenue operations teams, business development leaders, and selected stakeholders responsible for pipeline and commercial execution.
03 Does our team need AI or technical experience?
No. The workshop begins with revenue goals, sales workflows, data, team responsibilities, and current operating conditions. Technical considerations enter the discussion when they affect feasibility, risk, integration, or the next decision.
04 Does the workshop focus only on outbound sales?
No. Outbound is one relevant area. The session also addresses account research, targeting, data enrichment, messaging, qualification, follow-up, CRM routing, pipeline management, and revenue operations according to your priorities.
05 What does our team receive after the workshop?
Your team receives a Revenue AI Decision Record. It organizes the revenue objective, workflow findings, priority opportunities, readiness considerations, risks, owners, and next decisions discussed during the engagement.
06 Does the workshop include implementation, and what happens next?
The workshop focuses on evaluation, alignment, priority, and direction. A full data assessment, technical roadmap, platform configuration, integration, prototype, or functioning revenue system requires a separate advisory or implementation scope. Your team reviews the Revenue AI Decision Record and decides whether to proceed internally or define a separate advisory, enablement, Genni, or implementation engagement with The Gen AI.
Define the next revenue decision
Give your team a clearer path for applying AI to revenue execution.
Bring your pipeline priorities, current process, active tools, and open questions into a structured working session. The Gen AI will help your team evaluate where AI fits, identify the conditions that require attention, and organize the next decisions in a Revenue AI Decision Record.
Schedule a Strategy SessionStart with the revenue objective. Decide what deserves attention. Define the next step.