AI Opportunity Scan
We identify realistic AI use cases, clarify the business problem, map risks and translate client needs into structured project opportunities.
For Agencies & Software Houses
White-label strategy before the build.
MAC LEE DESIGNS supports agencies, software houses and consulting teams as a subcontracted AI discovery, market intelligence and digital strategy partner for client projects.
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You keep the client relationship.
We strengthen the evidence, discovery, AI opportunity mapping and implementation-ready documentation behind the project.
Client idea
Website, platform, automation or AI request
Discovery
Use cases, risks, priorities and requirements
Evidence
Market, competitors, search demand and positioning
Output
Briefs, roadmaps, SOW notes and client-ready docs
Strategy
Layer
Layer
Why this matters
Many client projects start too vague.
A client asks for a website, platform, campaign, automation or AI solution. But the real business problem, market demand, customer need and implementation risk are not clear yet.
That is where projects become expensive, misaligned or difficult to deliver. We support the discovery layer before delivery begins, so your team can move with sharper direction.
How we support your team
From loose client ideas to structured project direction.
Our role is not to replace your delivery team. We help define what should be built, why it matters, what evidence supports it and how to explain it clearly to stakeholders.
Market Vision AI Report
Market intelligence, competitor analysis, search demand, customer behaviour and AI-assisted insight before a client invests in a website, platform or campaign.
Digital Transformation Discovery Pack
A structured discovery pack for platform, automation, AI, website, process or content transformation projects.
Proposal & SOW Support
Client-facing proposals, statement-of-work input, project summaries and strategic documentation that make your offer clearer and stronger.
Website / Platform Strategy
Information architecture, conversion structure, product logic, content hierarchy and implementation-ready recommendations for web projects.
SEO & Content Opportunity Mapping
Search intent, topical clusters, AI-search readiness, content gaps and practical recommendations your team can use before build or campaign work.
Process
Designed for subcontracted, remote delivery.
We can work quietly behind the scenes or support selected client-facing moments where strategic clarity is needed.
Discovery call
We understand your client, project context, constraints, commercial goals and delivery needs.
Research & analysis
We analyse the market, competitors, customer behaviour, search demand, AI use cases and project risks.
Strategy & structure
We define priorities, requirements, risks, stakeholder messages and recommended next steps.
Client-ready output
You receive documentation that can support proposals, workshops, delivery planning or stakeholder communication.
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Software houses preparing AI, automation or platform proposals
Add a stronger discovery and business-analysis layer before developers begin delivery.
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Marketing agencies needing deeper research before website or campaign work
Use market evidence, search demand and positioning insight before presenting a recommendation.
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Consultancies requiring subcontracted digital discovery support
Turn complex client discussions into clear, stakeholder-ready digital direction.
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Web agencies that want to add AI and market intelligence to their offer
Strengthen proposals without building an internal AI strategy function from scratch.
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Freelancers or small teams serving bigger clients
Bring in strategic backup when a project needs more structure, documentation or evidence.
Capability statement
What you can bring into a client project.
Available as a white-label subcontractor, project-based consultant, discovery partner, remote delivery partner or ongoing strategic support layer.
AI opportunity scan
Market and competitor intelligence report
Digital transformation discovery pack
Website or platform strategy brief
SEO and content opportunity map
Stakeholder-ready recommendation document
Proposal or SOW support notes
Workshop summary and next-step roadmap
Need extra discovery or AI strategy capacity?
Let’s make your next client proposal harder to ignore.
If your team has the client relationship and delivery capability, MAC LEE DESIGNS can support the strategy, evidence, discovery and documentation layer behind the project.
White-label delivery
Subcontracted consultant
Project-based research partner
Discovery workshop support
Ongoing strategic support