Sector scan, data pull, synthesis, slides, written report. A junior would take a week. The agent does the heavy lifting and you do the thinking.
Topic in. Agent reads 30 reports, news pieces, and academic papers. Returns a structured landscape map with citations.
CSV in. Agent cleans, runs descriptive stats, surfaces outliers, and writes the 'what does this mean' paragraph.
Bullet notes + data tables in. Returns a 6-12 page report with intro, methodology, findings, recommendations, and references.
Claim list in. Agent checks each claim against 5+ sources, returns confidence rating and the strongest counter-evidence.
Every claim in the output links back to a source URL or uploaded file. Low-confidence statements flagged. No quiet hallucinations.
30-source sector scan: $0.80–$1.50 in tokens at sticker. 10-page report: ~$1.20. Manus charges ~3×.
Schedule the sector scan for every Monday. Lands in your inbox with the diff vs last week highlighted.
I spent 4 days a week on desk research. Now it is one morning and the rest is analysis. My output went up and my back stopped hurting.
Every claim cites a source you can click. The agent flags low-confidence statements. Treat it like a junior researcher's first draft — fast, thorough, needs review.
Yes — Bangla web pages, PDFs, and news. Output in EN or BN, your choice. Mixed-language sources handled cleanly.
If it can reach them via the open web, yes — Bangladesh Bank, BBS, IMF, World Bank all work. Paywalled sources (JSTOR, Bloomberg) need you to paste content.
It surfaces the contradiction explicitly — you decide which to trust. No silent averaging or hidden tie-breaks.
A 10-page report with 20 sources is ~$1.00-$2.00 in tokens at sticker rate. Fits inside Starter's included spend for monthly cycles.