Use-case library

Practical AI workflows with a real before-and-after.

Each use case starts with a real manual workflow, defines the AI-assisted version, and keeps human review in the loop. The point is not content for content's sake. It is a clear picture of what changes and what you get back.

Current drafts

Four starting offers to build from.

Sales workflow

AI Lead Scout

Give a sales team a reviewed weekly shortlist of businesses worth contacting, with reasons, confidence, contact routes, and suggested outreach angles.

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Best for
B2B services, compliance businesses, trades, facilities providers, and niche local operators that know their ideal customer but lose time finding them.
Reviewed output
Weekly lead shortlist; fit score and confidence; reason the business may be worth contacting; suggested contact route; suggested outreach angle; notes about missing or uncertain information.
Limits
Data quality varies by source. Contact details may need manual verification. Outreach must avoid unsupported claims and should respect privacy, consent, and relevant marketing rules.

Content workflow

Content Radar With Human Approval

Turn raw ideas, client problems, build notes, and market signals into a reviewed queue of useful content assets.

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Best for
SMEs, consultants, local service businesses, and specialist operators that need credibility content but do not have a dedicated marketing team.
Reviewed output
Content idea bank; weekly content queue; draft use-case pages; short explainer video scripts; LinkedIn or email snippets; sales follow-up briefs linked to specific client pains.
Limits
Content still needs human judgement. AI should not invent client results, publish without approval, or turn weak ideas into generic filler.

Follow-up workflow

Proposal Follow-Up Assistant

Turn discovery notes into a clear recap, recommended pilot, risks, and next-step email before the opportunity goes cold.

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Best for
Consultants, agencies, specialist service businesses, technical sellers, and anyone whose sales process depends on thoughtful follow-up after a conversation.
Reviewed output
Call summary; client pain points; recommended pilot idea; risks or unknowns; questions to confirm; draft follow-up email; optional internal sales note.
Limits
Poor notes create poor outputs. Sensitive information needs careful handling. The system should support the seller's judgement, not replace it.

Operations workflow

Document-to-Insight Workflow

Turn PDFs, spreadsheets, reports, and operational documents into clear summaries, actions, risks, and missing-data checks.

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Best for
Operations teams, compliance-heavy SMEs, multi-site businesses, property teams, garages, care providers, and service businesses dealing with recurring documents.
Reviewed output
Plain-English summary; action list; risk flags; missing or unclear information; key dates or deadlines; suggested owner or next step.
Limits
Accuracy depends on document quality and format. Some documents require specialist review. The workflow should clearly separate extraction, interpretation, and human decision-making.