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.

Use cases

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.

Operations workflow

Multi-Site Risk Agent

Pull agreed signals from multiple systems and turn them into a reviewed risk and exception summary across every site.

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Best for
Multi-site operators, dealer and garage groups, property teams, care providers, facilities businesses, compliance-heavy SMEs, and maintenance operations that need a clearer view of overdue actions, missing information, and operational risk.
Reviewed output
Site-level exception summary; risk flags; missing data checks; overdue action list; suggested owner or next step; escalation notes for human review.

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.

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.

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.

Inbox workflow

Email Triage with Human Approval

Read inbound email, classify it as a lead, admin, client work, or spam, and draft a reply for approval, so the team starts each day with a clear queue and the right next action.

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Best for
Owner-managed SMEs and service businesses where sales leads, client work, and admin all land in one inbox, and important messages get buried or missed.
Reviewed output
Triaged inbox with each message labelled; drafted replies queued for approval; flagged items needing urgent or sensitive handling; daily summary of what came in.

Live example

AI Assistant for Website and Business Card Leads

Answers questions about the business, explains the offer, and hands qualified prospects to a follow-up form in the moment. This is the exact assistant answering questions at kinact.ai/ask right now.

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Best for
Businesses whose website or business card traffic drops off because there is no immediate way to get a real answer, and who want a low-friction first touchpoint without a person on standby.
Reviewed output
Qualified follow-up submissions through the on-page form, including name, email, and the workflow or problem raised; chat conversations are reviewed afterwards to see what real visitors are actually asking, which feeds directly back into improving the knowledge base.