Sales

The Power of Business Cases, Use Cases, and AI Context

For enterprise buyers, proposals are scanned and decided on quickly. A concise executive summary that blends a clear business case, targeted use cases, and practical AI positioning is the difference between being shortlisted and being discarded.
Business Cases and Use Cases

For enterprise buyers, proposals are not read cover to cover. They are scanned, judged, and decided on, often in under five minutes. In that window, your executive summary either earns trust or ends up in the discard pile.

In today’s B2B environment, where AI-powered platforms, value selling, and stakeholder consensus converge, the executive summary is no longer a formality. It is your strategic wedge. One well-constructed page that blends a clear business case, relevant use cases, and sharp positioning around emerging technologies like AI gives executives what they need: confidence that your solution will drive outcomes that matter to them.

If your sales approach still relies on boilerplate summaries or inflated product claims, it is time to rethink the strategy. Here is how leading sales teams structure executive summaries that win deals, especially for complex enterprise solutions involving AI.

1. Anchor in the Business Case: Outcomes, Not Features

The executive summary is not a product sheet. It is the distilled essence of a business case: what the buyer stands to gain, lose, or risk depending on their decision to act.

Your language must shift from “what our platform does” to “how this investment delivers measurable return.” A strong business case includes:

  • Quantified outcomes – Time saved, costs reduced, revenue gained, or risk avoided, expressed in buyer-relevant terms
  • Strategic alignment – Directly tied to executive priorities such as growth, automation, or risk mitigation
  • ROI context – Clear projections of impact compared to investment, with timelines and assumptions stated

Executives are not buying features. They are buying confidence in results. The business case is the foundation for building that confidence. Open Strategy Partners calls this shift from product-focused messaging to outcome-driven storytelling the essence of value selling.

2. Validate with Business Use Cases: Context Creates Credibility

Even the most promising value proposition will fall flat without relevance to the buyer’s reality. That is where business use cases come in.

A business use case is more than a feature explanation. It is a situational story that shows how your solution solves a specific problem for a particular team or workflow with meaningful results.

Effective executive summaries do not list every capability. They focus on one or two tailored use cases that directly map to the buyer’s strategic goals. Use this simple format:

  • Benefit – What outcome is achieved? (“20 percent faster onboarding”)
  • Challenge – What problem blocks that outcome today? (“Manual coordination between teams causes delays”)
  • Solution – How your product delivers that benefit (“Our platform automates handoffs using pre-configured triggers and integrations”)

Each use case becomes a proof point. When buyers see themselves in your examples, they start to believe in your solution.

Positioned well, these use cases can also power land-and-expand strategies. This approach is reinforced by Snowflake’s investor reporting and Ordway Labs research, which link multi-use-case adoption with higher net revenue retention.

3. AI for Enterprise Summary

AI for the enterprise must be more than innovative. It must be understandable, measurable, and operationally sound. Our approach is built around practical application, not abstract promises.

  • Clear application: AI is embedded into specific workflows such as predictive underwriting for SMB loans, addressing real challenges like high false positive rates.
  • Measured outcomes: Delivers controlled, credible gains, such as a 12 percent improvement in forecast accuracy backed by benchmarking and real-world performance data.
  • Enterprise compatibility: Integrates seamlessly with existing systems including Snowflake and Salesforce, reducing lift and accelerating time to value.
  • Built-in governance: Supports human-in-the-loop oversight, model versioning, and auditability to meet the compliance and risk expectations of modern enterprises.

This AI-for-enterprise summary reflects our belief that success with AI comes from transparency, operational fit, and trust — not theory.

The Takeaway: One Page, Three Missions

The best executive summaries do more than explain your product. They achieve three strategic goals:

  1. They present a clear business case and show what return on investment looks like.
  2. They validate buyer priorities through relevant, real-world use cases.
  3. They translate technical concepts such as AI into tangible, risk-aware benefits.

When these three elements come together in one concise page, the result is not just alignment. The result is acceleration.

Unlock Revenue at Scale
Join over 4000+ Enterprise AE closing bigger deals faster with Veles