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Independent freelance support

AI-assisted research & document support

Useful research. Traceable sources. Human review.

I use AI where it helps organize research, then review the findings before delivery. A useful brief includes source references, relevant dates, uncertainty and a clear separation between evidence and interpretation.

Discuss your project

Start with your task

What you can hand over.

Examples of work we can scope together. The source material and intended result determine the approach.

Source-backed research briefs

Use AI to help organize company, market, product or competitor research, then check material findings against their sources.

At handover A concise brief with links, dates and distinctions between verified observations and uncertainty.

Long documents into useful notes

Summarize and organize approved documents for a named audience and decision.

At handover Reviewed summaries, comparisons, outlines or draft FAQs with source references and unresolved questions.

A useful fit

What the work includes.

For teams with approved documents or a defined research question who need structured summaries, comparisons, or a clear brief to work from.

  • A scoped research brief or document summary linked to its sources.
  • Structured comparisons, extracted points, or an agreed information outline.
  • Review notes distinguishing supported findings, gaps, and uncertainty.

Scope boundaries

AI assists with organization and drafting; source checking and human review remain part of the task. Outputs are not error-free or a substitute for specialist advice. Sensitive material must not be uploaded without an agreed handling process.

Inspect the workflow

Self-initiated demonstrations with synthetic data, created to make the process and deliverables inspectable.

Shape a research brief with source requirements and review criteria. Templates are assembled locally; no AI model or live research is run.

A clear starting point

What to include in your brief.

  • The question, audience, purpose, and desired output.
  • Approved sources and permission to use the supplied material.
  • Scope limits, required citations, and decisions needing your review.

Start with a description. Please don’t send passwords, tokens, private contact lists, or full client datasets through the enquiry form.

From brief to handover

How we can approach it.

  1. Define the question, source boundaries, and output structure.
  2. Review approved sources and use AI to assist organization.
  3. Check important statements against source material and flag gaps.
  4. Deliver a concise brief with references and review notes.

Useful to know

Before you send the brief.

Will I be able to trace the findings?

The scope includes source references appropriate to the material. Supported findings are separated from assumptions and unresolved questions.

Can you summarize documents I already have?

Yes, with permission to use them and an agreed handling process. Describe the material in your enquiry instead of sending confidential documents through the form.

Can this include a content outline or working document?

Yes. Outlines and document support can be included when they help the research deliverable. The audience, format, and review scope are agreed first.

Your next step

Tell me what a useful result looks like.

Share the task, your current tools, and any constraints. I’ll review the brief and let you know how I can help.

Discuss your project

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