Sources are scattered before the question is even framed
There are many public sources. Pasting them into one document uses most of the day.
Back to the AI overview
Collection can be fasterThe judgment cannot be skipped
Collection, comparison, and summaries for a market, a product, or preparation for overseas expansion, so a researcher spends less time moving material and more time judging it.
Book a free consultationSources are scattered before the question is even framed
- Source
- Source
- Conflict
- Conflict
- To check
- To check
Several competitors have to sit side by side
- Source
- Source
- Conflict
- Conflict
- To check
- To check
The same question has to be looked at again
- Source
- Source
- Conflict
- Conflict
- To check
- To check
| Question | Source | Conflict | To check |
|---|---|---|---|
| Sources are scattered before the question is even framed | Source | Conflict | To check |
| Several competitors have to sit side by side | Source | Conflict | To check |
| The same question has to be looked at again | Source | Conflict | To check |
Where research time goes
Moving material uses the time that should go to the question
Pasting a dozen public sources into one document can take half a day. The judgment is pushed to the end.
Several competitors have to sit side by side
Pages, specifications, and claims belong on one table, not in separate reading sessions.
The same question has to be looked at again
Not a one-off study. The collection is run again on a schedule.
The question, the market, and what to compare are written first
The question, the market, and the things to compare have to be narrowed first. A researcher still reads the collection before it becomes a judgment.
A draft table: question, source, conflict, still to check
Collection and a comparison. A person writes the conclusion.
The output is an outline and a comparison table for a researcher to edit. It is not a final text, and it is not a strategy.
Public material inside a named range
Scope, language, and exclusions are part of the brief, so the collection is not an open crawl.
A comparison table in draft
Question, source, conflict, and “still to check”, in separate columns.
Conflicts and stale claims are marked
Copied text, or a claim with no date, is called out on its own.
An outline that can be edited
The researcher adds what they know from the work itself. Then there is a judgment.
Collection can be run again. A person still reads the conclusion.
How the brief is narrowed
Narrow the question and the exclusions first
The wider the question, the more copied noise the public web will return.
Narrow the question
Market, language, and what to leave out.
Collect and compare
A collection that can be run again, with sources kept.
A person reads the conclusion
The researcher edits and adds what they see on the ground. Then there is a judgment.
Review
A summary is not a strategy
Every important claim has to point back at a source. Prices, regulation, and market-share figures are checked by a person. A model summary is not the final report.
Back to the AI overview
Related work
Internal knowledge base and assistant
Policies and files scattered across shared drives and chat, turned into answers a colleague can search — and a person still reviews.
Workflow agents
Repeated steps turned into an agent that can run, pause, and be traced. A person still approves the points that matter.
Document processing and data capture
Agreed fields pulled from scans and PDFs. Exceptions go to a queue for a person to correct.
Customer, sales, and voice assistants
Incoming messages are sorted and a reply is drafted. An agent decides whether to send it.
Analysis and decision dashboards
Sources, rules, and the questions still to answer, on one board, so the figures you already have can be read together.
Custom software, websites, and applications
A workbench people actually open, built on top of the systems already in place.
Multilingual content and localisation
Source, glossary, translation, and a local edit, on one repeatable line.
Marketing analysis and creative revision
Last round’s creative and where it went, arranged so the next round’s headlines, outlines, and landing pages can be rewritten.
Cross-border operations
Repeated order, document, and reconciliation steps across two places, joined into a flow that can pause for review.
Assessment, prototypes, and integration
Assess the current work, test it on a small sample, and only then connect it to the systems you already use.
Talk about the work first
Start with the step that is stuck
The consultation is free. Describe the problem, and we will reply and confirm the scope with you.