I timed myself last week. Reformatting a ChatGPT-generated project scope into a proper SOW took 47 minutes. The AI wrote great content — but it was a wall of prose that no client would accept as a deliverable.
That reformatting step is where consultants lose hours every week. Struq eliminates it entirely.
The workflow: ChatGPT for content, Struq for structure
Step 1: Use ChatGPT to expand your raw notes into a detailed draft. You've got call notes, bullet points, or a rough brief. Prompt ChatGPT to flesh it out: "Based on these notes from my discovery call with Acme Corp, draft a detailed project overview covering scope, deliverables, timeline, and assumptions." ChatGPT is excellent at turning bullets into paragraphs.
Step 2: Paste the ChatGPT output into Struq. Pick the right template — SOW / Proposal, Client Assessment, Strategy Recommendation — whatever matches your deliverable. Struq extracts the structured fields automatically. No reformatting. No copy-pasting between sections.
The result is a structured document you can export as markdown, paste into Google Docs, or pipe to Notion via webhook. The whole process takes under two minutes.
Example: discovery call to SOW in 90 seconds
Say you had a discovery call about a website redesign. Your notes look like this:
"Acme wants portal redesign, 3 months, $80-120k budget. Mobile is broken, load times bad. They handle backend. Need wireframes, design system, front-end build. Risk: legacy CMS might need migration."
Feed this to ChatGPT: "Expand these into a detailed project overview." You get back three paragraphs of well-written prose. Now paste that into Struq with the SOW / Proposal template. In seconds you have:
- Project name: Acme Corp Customer Portal Redesign
- Scope: Full UX/UI redesign including audit, wireframes, design system, and front-end. Backend excluded.
- Deliverables: UX audit, wireframes, design system, responsive front-end, QA, handoff docs
- Timeline: 3 months from kickoff
- Budget: $80,000–$120,000
- Assumptions: Client handles backend, provides content, team of 4 available for reviews
- Constraints: Legacy CMS migration risk, stakeholder alignment
That's a client-ready SOW structure from a 30-second call note.
Why not just use ChatGPT templates?
You can prompt ChatGPT to output in a specific format. It works... sometimes. The problems:
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Inconsistency. ChatGPT interprets format instructions differently each time. Sometimes "deliverables" is a bulleted list, sometimes it's embedded in a paragraph. With Struq, the schema is fixed — same structure, every time.
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No persistence. ChatGPT output disappears into a chat thread. Struq saves structured objects you can search, compare, and export later.
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No routing. You can't pipe ChatGPT output to your CRM or project management tool. Struq pipes let you auto-route structured output to any tool with a webhook.
The bigger picture
The consultants who will thrive in the AI era aren't the ones who resist AI or rely on it blindly. They're the ones who build workflows: AI generates content, structured tools organize it, and the consultant focuses on the judgment calls that actually matter.
ChatGPT + Struq is that workflow. Raw notes → expanded content → structured deliverable → export. The cycle that used to take 90 minutes now takes 90 seconds.