A source-linked internal knowledge and research workflow that answers defined recurring questions with provenance and flags genuine gaps instead of inventing answers.

Trigger

A team can name recurring questions or research tasks that require searching the same approved sources each week or month.

Organise one bounded source set and deliver a tested research/knowledge workflow for a small set of recurring questions.

Indicative starting price; final scope and price are agreed before work begins.

What goes in

• approved documents/data sources
• recurring questions
• access boundaries
• desired brief/output format

What comes out

• organised source set
• source-linked answers or research briefs
• uncertainty/gap list
• update workflow

What can be automated

• ingest approved material
• normalise/index
• retrieve relevant evidence
• generate source-linked draft answers
• record updates and gaps

What stays human

• approve sensitive source access
• review high-impact or ambiguous conclusions

Ongoing source updates, research briefs, knowledge maintenance and exception review.

Only after the workflow proves useful and repeatable.

Controlled by design

• Do not ingest unnecessary sensitive/confidential data.
• Do not present unsupported model output as a fact; retain source provenance and uncertainty.
• Respect access controls, copyright/licensing and customer data boundaries.
• High-impact legal, medical, financial or contractual conclusions require appropriate human/professional review.