AI Use Cases for FUSE
Practical ways to use language models for research, proposals, standard processes, and keeping track of targets to drive sales.
AI can help you move faster without lowering quality. At FUSE, we employ AI in repeatable tasks such as: Research, RFP searches, Proposal Writing, and Sales Target Reporting. We avoid AI when creativity is needed, which is almost always the case during initial entry. The key to success which is defined as continuous use, is choosing the right tool for the job, in a robust process with repeatable workflows, and applying simple guardrails so outputs stay accurate. The benefit is more output with the same resources, and lowered costs per task.
From the Internet to AI
Teams used to spend hours searching, skimming, and stitching information together. Today, AI can accelerate the first draft of research and synthesis, while humans remain responsible for verification and judgement.
Enter AI
Think of AI as a drafting engine. It produces summaries, outlines, and options quickly. Your advantage comes from giving clear inputs and applying a review step before anything client-facing.
The simple model of AI in plain language
- A language model generates drafts, not guaranteed facts.
- Retrieval and citations helps you verify claims.
- Your inputs drive output quality.
- Human review is required for client-facing work.
Recommended tool stack for FUSE
You can cover most needs with a small, intentional toolkit.
Repeatable workflows you can standardize
- Research brief with citations: 1-page brief with sources, implications, open questions.
- RFP extraction: requirements table, risks, assumptions, clarifying questions.
- Proposal draft: positioning, page copy, FAQs, email draft, slide outline.
- Internal alignment pack: options, recommendation, decisions needed, next steps.
Guardrails for client-safe AI use
- Green: public info, general writing, formatting, brainstorming.
- Yellow: non-confidential client work with human review.
- Red: confidential data, credentials, regulated content without approved tools.
Copy and paste prompt pack
Prompt 1: Research brief with citations
Write a 1-page brief on: [TOPIC].
Audience: [WHO]. Decision needed: [DECISION].
Include: key facts with citations, key players, risks, implications, what is unknown, and 5 questions we should ask next.
If you are unsure, say so and explain what would confirm it.Prompt 2: RFP extraction
Read the document content below and extract:
1) requirements, 2) must-haves vs nice-to-haves, 3) deadlines, 4) compliance items,
5) evaluation criteria, 6) risks and assumptions, 7) questions to clarify.
Output in a structured format with clear headings.Prompt 3: Client-ready rewrite
Rewrite the content below for a client-facing page.
Tone: clear, confident, simple language.
Constraints: short paragraphs, no jargon, keep it under [X] words, include 5 FAQs.
Content: [PASTE TEXT]Ready to make AI practical?
We’ll set up your tool stack, workflows, prompt pack, and guardrails in a working session.