You assemble the company context.
The research starts with your prompt and the documents or sources you bring into the conversation. You decide what to collect and connect.
The investment story is in the connections. Finbly Ask brings together evidence across documents, time and related businesses—so you can question the story, not just summarize it.
Ask is a member feature. The examples and comparisons below are public.
Finbly can use Claude too. The difference is the company research supplied to the model—not a claim that the model itself becomes smarter.
The research starts with your prompt and the documents or sources you bring into the conversation. You decide what to collect and connect.
Finbly selects relevant evidence from its stored company research: metrics, disclosures, earlier commitments and specialist findings, where available.
A general assistant can research sources and work with supplied documents too. Finbly's value is the prepared, maintained company context—not exclusive access to public information.
Use the surrounding evidence to examine the assumptions behind the investment case.
Which promises has management delivered, revised or missed?
Read today's explanation alongside what management previously said it would do.
Earlier management quotes, recorded commitments and available resolution evidence.
What do supplier, customer and competitor developments mean for NVIDIA's growth story?
Explore how a development elsewhere could affect demand, costs, delivery or competitive pressure here.
Reviewed business relationships, dated counterparty events and competitor assessments.
What changed in the latest 10-Q, and which disclosures affect the investment thesis?
Examine what was added, removed or reworded—and how it bears on the investment case.
Current-versus-prior filing excerpts, tagged note disclosures and relevant company research.
Question links prefill Ask; they do not send a request. Cross-company signals can support or challenge a story, not independently verify it. Some event evidence is headline-level; review the source and date.
Finbly Ask suggests deeper follow-ups tied to the answer you just received. Unpack the evidence, or explore what could happen next—without having to invent the next prompt yourself.
“What drove NVIDIA's reported gross-margin change?”
Dig into reported results, source passages, historical changes and comparisons.
“If NVIDIA's product mix shifts, what could happen to gross margin—and what should I watch?”
Explore conditional scenarios, sensitivities and future watch points. These are not established outcomes.
Illustrative follow-ups after a margin discussion, not a saved model response. In Ask, selecting a follow-up sends a new question using the selected model. General company suggestions are shown separately.
Ask what changed since the last company review. Where available, the Company Analyst's stored digest brings together changes across specialist research, why they matter and what to watch next.
Explore the latest company review →This is the company's research history, not memory of your personal holdings or investment thesis.A useful connection should survive a closer look. Start with the source passages, or examine the saved model comparisons.
Follow a cloud-partner arrangement from an earnings-call explanation to the commitments disclosed in the filing. Source passages, interpretation and original answer excerpts are kept separate.
Follow the NVIDIA example →Read the original answers with web search, Finbly research or both. Inspect checklist matches, recorded costs and the cases where adding web did—or didn't—help.
See the comparison →Checklist coverage is not a factual-accuracy grade or evidence of investment returns.No. Ask assembles a bounded, question-aware selection of available research. It may include excerpts rather than full documents; coverage, freshness and detail vary by company. The presence of a source does not guarantee a correct conclusion.
Web-enabled research can supplement the saved company context when the question needs information outside it. Enabling web does not mean every answer uses a search. The saved comparisons show recorded search usage.
No. Supplying research adds input for the model to process. Cost depends on the model, answer length and searches. Some saved runs show higher checklist coverage with cheaper models, but they do not establish equal reasoning quality or accuracy. Recorded answer costs also exclude maintaining Finbly's research and infrastructure.
Ask requires member access. You can explore the NVIDIA company preview without signing in.