Build a reviewable competitor brief from live sources
Start with a ready-made brief, 15 first-party sources, structured findings, and a final report. Run the same task in Kition, inspect the Agent’s tool log, then accept or reject each document change before exporting the result.
Best for
Independent consultants, market researchers, small agencies, product marketers, and analysts who need a client-ready deliverable—not a chat transcript.
Input
A decision brief, first-party URLs, source notes, structured findings, and the required report format.
Output
An editable Markdown report, source trail, visible Agent trace, review decisions, and final PDF.
The Agent said done. The tool log said otherwise.
In the recorded run, the Agent said all 15 source URLs had been attempted. The event log contained five web-search operations touching three addresses. Because the tool trace and document Diff remained visible, the reviewer could verify one claim, reject a product-scope error, and correct a source before the report left the workspace.
3
workspace files changed
14
report changes surfaced
1
unsupported completion claim caught
Everything needed to inspect or rerun it
- Research brief and 15-source evidence CSV
- Structured findings and editable Markdown report
- Agent task, human review checklist, and validation report
- Five-page PDF, real Diff screenshots, and the 50-second demo
The operational gap
Why this work breaks across separate tools
Most research workflows fragment immediately: sources live in browser tabs, notes in one app, data in a spreadsheet, and the final narrative in another document. AI can summarize a page, but the result is difficult to verify, revise, and reuse once the chat ends.
What Kition changes
Keep the source, the Agent, and the result together
Kition keeps browser research, source notes, structured records, and the report in one workspace. The Agent can inspect the active context, gather findings, create or edit the document, and leave its tool calls visible. You keep the evidence and the deliverable together, then continue editing them like ordinary project files.
A complete, reviewable workflow.
The goal is not a clever prompt. It is a visible chain from source material to an approved artifact that can be reused.
Define the decision
Start with the question the report must answer, the audience, the source boundaries, and the expected format.
Collect live evidence
Open source pages in Kition’s browser. The Agent can inspect the loaded pages and continue the same task without a copy-paste handoff.
Structure the findings
Save source notes in Markdown or put comparable facts into a typed table so claims, links, dates, and categories stay explicit.
Write the deliverable
The Agent drafts or updates the report in the workspace. Revise the real document and export it when the analysis is ready to share.
Human review
Check this before the work moves forward
- Compare the Agent’s completion summary with the recorded tool activity.
- Open the cited sources and confirm they support the conclusion.
- Separate observed facts from the Agent’s interpretation or recommendation.
- Check dates, units, product names, and comparisons before distribution.
Outcome
What remains after the Agent finishes
- Research and writing happen in one project context
- The final report remains editable after the Agent finishes
- Tool activity and proposed edits remain available for human review
- The same research structure can become a repeatable template
Use the product guides, then adapt the workflow.
Start from the documented Kition objects and keep only the fields, review points, and automation your process actually needs.
Ready when you are.
Kition is a desktop AI workspace for connected documents, structured tables, editable designs, whiteboards, visual workflows, and reviewable AI agents.