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Context is where AI conversations begin – and where most people fail.
Without proper context, AI tools lack the background information needed to deliver relevant, strategic outputs.
What it means for your business:
= Ensures AI understands your industry, market position and business environment
= Eliminates generic responses that waste time
= Provides the foundation for outputs that align with your organisational goals
Executive Impact:
When your team provides strong context, AI becomes an extension of your business intelligence – not just a chatbot or another search engine.
The AI understands the situation, so it makes fewer assumptions and avoids generic responses.
Responses are aligned to your industry, audience or specific challenge rather than broad theory.
Clear background information reduces misinterpretation and factual drift.
Context allows the AI to connect ideas to wider business goals, constraints and opportunities.
Role tells AI exactly who it needs to be to serve your needs.
A financial analyst thinks differently than a brand strategist. A compliance officer operates with different priorities than a sales director.
What it means for your business:
= Outputs reflect the expertise and perspective your situation demands
= Responses align with professional standards in your field
= Elevates AI from generic assistant to specialised consultant
Executive Impact:
Your £50/month AI tool can deliver insights comparable to £500/hour consultants – when properly instructed.
The AI responds from a defined point of view, whether that’s strategist, coach, analyst or creative director.
A defined role narrows the lens, producing more specialised and expert-level output.
Executive advice sounds very different from operational guidance. Role ensures the right altitude.
Without a role, answers drift into safe, broad commentary. A defined role creates sharper focus.
Actions define what AI should do, while Attributes shape how it should do it.
This is where deliverables become precise, customized, and immediately usable.
What it means for your business:
= Crystal-clear deliverables that match your requirements
= Outputs formatted for your specific use case (reports, emails, analysis)
= Tone, style and approach calibrated to your brand and audience
Executive Impact:
Eliminate the back-and-forth revision cycles. Get usable outputs on the first attempt.
You decide whether the output is concise, analytical, persuasive, empathetic or bold.
Particularly important in business use, attributes ensure outputs reflect your positioning and messaging.
Clear behavioural instructions reduce variation and produce more predictable outputs.
Specify high-level overview or detailed step-by-step guidance to match your audience.
Facts, Figures, and Functions inject your specific data, constraints, and parameters into AI interactions.
This transforms generic advice into tailored solutions based on your actual business conditions.
What it means for your business:
= Outputs based on your real numbers, deadlines and constraints
= Recommendations that account for your specific market conditions
= Analysis rooted in your actual data, not hypothetical scenarios
Executive Impact:
Move from “interesting ideas” to “actionable strategies” grounded in your business reality.
When the AI can work with constraints, budgets or performance data, the logic becomes stronger.
Specific data reduces assumptions and sharpens the quality of analysis.
Advice tied to metrics such as revenue, conversion rates or timelines becomes actionable.
Data-driven responses carry more weight than opinion-based outputs.
Target Outcome specifies exactly what success looks like.
Without this, AI might deliver technically correct responses that completely miss your actual goal.
What it means for your business:
= Every AI interaction has a measurable objective
= Outputs designed to drive specific business results
= Clear alignment between AI assistance and strategic goals
Executive Impact:
Every minute your team spends with AI drives toward defined business outcomes – not just “interesting content.”
The clearer the success criteria, the closer the initial response will be to what you actually need.
When the end goal is defined, the answer is more practical and implementation-ready.
Defining success forces clarity on priorities, constraints and measures of impact.
Responses are aligned to a specific result, not general commentary.
Without CRAFT: “Help me create a business plan for expanding into new markets.”
Result: Generic 10-page template that could apply to any business in any industry
With CRAFT: “[CONTEXT] Our mid-sized manufacturing company (£15M revenue, 80 employees) is seeing 15% YoY decline in our traditional automotive sector due to EV transition. [ROLE] Act as a strategic business consultant specialising in manufacturing pivots. [ACTIONS] Develop a market expansion strategy with three viable sector pivots. [ATTRIBUTES] Focus on sectors where our precision metal fabrication capabilities provide competitive advantage. Include risk assessment for each option. [FACTS] Current capacity utilisation: 65%. Available capital for pivot: £2M. Timeline: 18-month execution window. [TARGET OUTCOME] A decision-ready report ranking three expansion opportunities with ROI projections and implementation roadmaps.”
Result: Specific, actionable strategy tailored to real business conditions, ready for board presentation
Business Impact: 40+ hours of consultant time saved, faster decision-making
Without CRAFT: “Write a response to an unhappy customer.”
Result: Generic apology that could come from any company
With CRAFT: “[CONTEXT] Premium B2B SaaS provider, customer experiencing 3-day system outage during their peak season. [ROLE] Act as a senior customer success manager for enterprise clients. [ACTIONS] Draft a response email that acknowledges impact, explains resolution and rebuilds trust. [ATTRIBUTES] Professional yet empathetic tone. Proactive approach showing long-term commitment. [FACTS] Customer account value: £120K annually. Outage caused by infrastructure upgrade. Restoration complete. Service credits policy: up to 10% of monthly fees. [TARGET OUTCOME] An email that prevents churn, maintains relationship and positions us as accountable partner.”
Result: Nuanced, brand-aligned response that protects high-value relationship
Business Impact: Consistent service quality across all team members, reduced churn risk
Without CRAFT: “Create a LinkedIn post about our new product feature.”
Result: Bland product announcement that gets ignored
With CRAFT: “[CONTEXT] B2B fintech company launching real-time fraud detection feature in competitive market. Target audience: CFOs and finance directors at mid-market companies (50-500 employees). [ROLE] Act as a B2B content strategist specialising in fintech thought leadership. [ACTIONS] Write a LinkedIn post that educates about fraud cost impact before introducing our solution. [ATTRIBUTES] Open with compelling statistic or question. Problem-focused first 2/3, solution-focused final 1/3. Professional but conversational tone. Include clear CTA. [FACTS] Average mid-market company loses 5% revenue to fraud annually. Our feature reduces detection time from days to seconds. Launch date: next week. [TARGET OUTCOME] 300-word post that generates qualified demo requests, not just likes.”
Result: Strategic content that drives pipeline, not vanity metrics
Business Impact: Higher engagement rates, measurable lead generation
Without CRAFT: “Analyse our sales data.”
Result: Basic descriptive statistics without actionable recommendations
With CRAFT: “[CONTEXT] Regional sales team missing quarterly targets by 15% despite increased activity. Leadership needs to understand why effort isn’t converting. [ROLE] Act as a sales analytics consultant with expertise in B2B conversion optimisation. [ACTIONS] Analyze Q1-Q3 sales data to identify conversion bottlenecks and recommend corrective actions. [ATTRIBUTES] Focus on actionable patterns, not just reporting numbers. Separate underperformance causes (market vs. execution). Prioritise recommendations by potential impact. [FACTS] Sales cycle typically 45-60 days. Team of 12 reps. Average deal size £25K. Activity metrics up 30% but conversions down 8%. [TARGET OUTCOME] A diagnostic report with top 3 root causes and specific coaching interventions to implement by month-end.”
Result: Strategic diagnosis with clear corrective action plan
Business Impact: Faster identification of performance issues, data-driven coaching
In one training workshop, your team will learn to:
Schedule a 30-minute strategy session to discuss how CRAFT® training can elevate your organization’s AI capabilities.