Command room with abstract reporting displays and polished work surfaces

Choose the right support for messy information, evidence, AI, and reporting

Use this page to choose the right starting point. I help teams structure scattered material, improve retrieval, synthesise evidence, write clearer reports, and build AI workflows that keep source traceability and human review in place.

Start with the problem

Choose one of the five core services

Most enquiries start with scattered information, slow review, weak source tracking, or reporting pressure. Pick the closest service first. If the project cuts across more than one area, send one brief and I will scope the right mix.

01

Database Architecture

I design working information structures for teams whose evidence, records, and source material are spread across too many places.

Start here when

Start here when spreadsheets, forms, folders, submissions, or internal records need a clearer structure before analysis, AI retrieval, or reporting can work properly.

Typical outputs
  • Structured database
  • Clear taxonomy
  • Cleaner retrieval and analysis workflow
02

Custom AI Building

I build AI-ready knowledge bases and internal retrieval tools around your own document set or data environment.

Start here when

This is a strong fit when the main issue is time lost searching, comparing, checking, or re-finding information that already exists.

Typical outputs
  • AI knowledge base
  • Internal retrieval assistant
  • Search and query workflow
05

Insight Generation

I help move from raw material and synthesis into priorities, implications, and action points.

Start here when

This is a strong fit when decision-makers do not need more raw material; they need a clear read on what matters, what it means, and what should happen next.

Typical outputs
  • Priority issues
  • Implication summaries
  • Action points
  • Decision-ready support notes
Not sure yet?

Need help choosing the right workstream or service mix?

If you have a live project, a bid-stage scope, or an internal workflow problem, send the context, material involved, timeline, and output needed. I can help identify the right starting point.

Common project routes

If the service label is too broad, choose a workflow

These routes describe the way clients usually buy the work. Some have a dedicated page already. Others point to the closest core service until the offer has enough proof and detail to stand alone.

Diagnostic tools

Not ready to send a brief? Start with a calculator

Use the calculators when you want to estimate the size of the problem before deciding on a service.

Search and review time

Use this when people spend too much time finding, checking, and rechecking information across files, folders, and spreadsheets.

Estimate search and review drag

Submission analysis capacity

Use this for public consultation, stakeholder comment, survey, or qualitative evidence projects with too much material to review manually.

Estimate analysis capacity

Internal knowledge base value

Use this when your team wants faster retrieval from approved reports, documents, records, policies, or project material.

Estimate knowledge-base value

Source traceability risk

Use this when findings, claims, recommendations, or report sections need a clearer link back to their source material.

Check traceability risk

Reporting bottleneck cost

Use this when reporting, review, drafting, version control, or sign-off is draining senior team time.

Estimate reporting bottlenecks
Proof

Selected case studies

These examples show the kind of work I do and the type of result the work is built to create.

After proof

Send the brief and I'll help scope the right next step

If you are dealing with messy information, reporting pressure, weak internal retrieval, or an evidence-heavy delivery chain, send the context, material involved, timeline, and output needed.

Frequently asked questions

Answers before you enquire

Can one project use more than one service?

Yes. Many projects start with structure, move into synthesis, feed a report, and end with decision support. If that is your situation, send one brief and I'll scope the right mix.

Do you only work on public sector and donor-funded projects?

No. The same work also fits nonprofits, operational teams, internal systems projects, and organisations sitting on large volumes of fragmented information. Read more about how I work.

Can you work as a subcontractor inside a larger contract?

Yes. Subcontract project workstreams are already part of the way I scope assignments, and primary contractors are a core audience for this page. Send a project brief or review the case studies.

Can you build the system and help with the final report?

Yes. Structure, retrieval, synthesis, drafting support, and review can sit inside one delivery chain. See the White Paper evidence workflow, the Palestine recovery project, and the report writing workflow guide.

What kinds of material can you work with?

Projects can include spreadsheets, forms, folders, submissions, interviews, workshop notes, case studies, reports, internal records, and document libraries. Read the document preparation guide.

Can you help with public submissions and consultation material?

Yes. Public submissions, consultation material, and traceable synthesis are a clear service theme. See the White Paper evidence workflow and read the stakeholder submissions guide.

Do you build AI tools without human review?

No. The safer position is practical AI inside a governed workflow with human review still in place for judgement, claims, and sign-off. Read about AI-ready knowledge environments and the decision-ready insight guide.

Where should I start if I am not sure which service I need?

Start with the project brief. The contact flow already captures project type, timeline, budget range, systems or data involved, and preferred next step, which makes it the best starting point for this page. Send your project brief.

Let's talk

Send your brief and I'll help scope the right next step

This page is built for projects with messy information, reporting pressure, evidence-heavy delivery, weak internal retrieval, or AI-ready knowledge system needs.