From company evidence to a clearer investment picture.
AI provides the reasoning. Finbly brings the research behind it: sensors gather the evidence, specialist analysts interpret it, fixed formulas do the maths, and every result is stored so the record outlives the conversation.
01Sensor
Collect the evidence
Filings, prices, earnings calls, news, insider trades, 13F holdings, estimates and short interest arrive on a published schedule.
02Agent
Interpret the change
Each specialist reads only its own evidence: the call, the guidance, the risk factors, the news, the bull and bear case.
03Engine
Measure the impact
Valuation, scorecards, relationships and triggers are calculated by fixed formulas, never estimated by a model.
04Insight
Show what matters
The company dossier records what changed, why it matters and what to watch next, with the evidence attached.
What the workflow adds
It works before you know what to ask
Memory that carries over
Filings, calls, relationships, triggers and past conclusions stay linked from one quarter to the next.
Change, not repetition
Scheduled sensors refresh the evidence, and material changes update the record. Unchanged research is reused.
Evidence over confidence
Facts, estimates and opinions are kept apart, each with its source, date and freshness.
Built on the filingsKey financial facts are transcribed from the filings, validated, reconciled and checked against SEC XBRL.
AI with limitsModels classify, extract and summarise. Financial calculations use fixed formulas, and missing financial data is flagged.
Company research, connectedExplore Why Finbly Ask: connect evidence across documents, time and related businesses. Follow a source-backed case study or inspect the saved comparisons.
Visible evidenceThe Research Agents page shows each specialist’s mandate, coverage and latest dated work.
Using Finbly
Start with a company. Follow the evidence.
Review what changed
Open a company and read its latest research, earnings analysis and filing changes.
Inspect the sources
Check the supporting evidence and its date before drawing your own conclusion.
Go deeper
Members can ask follow-up questions over the available company evidence.
Coverage and research availability
Annual financial data covers 3,370 companies, with approximately 5268k stored filing facts. Research depth and freshness vary by company; annual coverage does not mean every specialist has a current result.
0Filing extractionTranscribe a filing into canonical, gated company financial data.
951Earnings-call analysisBrief each call and surface guidance, difficult Q&A, new risks and monitorable triggers.
0News briefingClassify news and explain the current company tape without inventing a catalyst.
3,318Filing-risk classificationExtract and classify the company's filed risk factors.
1,238Guidance extractionExtract structured forward guidance from earnings materials.
1,505Risk-pulse monitoringCompare current news with filing-derived risks and surface changed pressure.
1,623Thesis synthesisMaintain grounded bull, bear and watch cases from the assembled company substrate.
1,352Filing comparisonIdentify added, removed and materially reworded disclosures between filings.
541Management scorecardTrack explicit management commitments and resolve delivery over time.
1,702Supply-chain intelligenceInterpret dated supplier and customer events through reviewed company relationships.
271Competitive intelligenceInterpret dated rival developments within primary-source-reviewed competition arenas.
Explore the research
See the company record for yourself.
Explore NVIDIA’s filings, earnings research and management commitments. Saved portfolios and personal thesis memory are planned.
Distinguish open-market purchases, declared trading-plan sales and unclassified sales without inferring motive.
1,505Valuation interpretationExplain the expectations embedded in price and where deterministic valuation methods disagree.
3,208Analyst estimate revisionsTrack like-for-like changes in consensus EPS, revenue, price targets, rating distributions, upgrades and downgrades.
3,246Short-positioning interpretationIdentify material changes in reported short positioning and distinguish positioning trend from a mechanical squeeze setup.
3,300Regulatory event monitoringMonitor explicit regulatory stages and connect them to the company's filing-derived regulatory exposure without deciding legal outcomes.
2,908Fundamental credit capacityAssess filing-derived debt burden, debt-service capacity and near-term refinancing pressure, with explicit credit-event context.
1,677Evidence-linked bull/bear debatePreserve the strongest opposing investment cases and identify the evidence that would resolve them.
2,525Evidence-bound downside pre-mortemConstruct distinct company-specific paths to a roughly 30% drawdown and attach measurable early-warning indicators.
786Sector-aware company readRead each company against its own sector cohort's operating measures — bank funding, credit and capital for banks; inventory, margin cycle, export and customer exposure for semiconductors — instead of a generic industrial template. Distinct from the market-level Sector Agent, which ranks sector leadership.
571What changed since last reviewReport what changed across the company's specialist stores since the last review, why it matters to the investment case, and what to watch next — one dated voice per company on top of the specialist roster.
381Reports previewedBefore a report, set out the bar it has to clear: consensus, guidance on record, the beat history and typical move, what the last call promised, and what to listen for — without predicting the result.
643Reports recappedAfter a report, say what it said: reported against consensus with a code-computed beat/miss/raise verdict, the reaction, new guidance against the next-quarter consensus, what the call emphasised and committed, and what to watch next.
0World BriefWrite the home page's morning brief: what happened, what is happening and what is ahead, from the platform's own stores.
0Catalyst WatchFind scheduled political catalysts ahead of time in the President's own record, size who is exposed, and lay out both scenarios with how markets moved on comparable past days — before the market moves on it.
0Forward CalendarPut every dated event ahead on one list — summits, elections, policy deadlines, court dates, conflict deadlines, OPEC+, central banks, releases and the President's schedule — from official calendars, reviewed sources and dated forward headlines, size who is exposed, and show how markets moved on comparable past days where a record exists, before the market moves on it.
0Market PulseCompute the US market's daily numbers for the home page: index returns, breadth, volume against its average, and a code-decided sentiment reading.
0The President AgentKeep a live, evidence-first record of the President — where he is this minute, what he is on this fortnight, which trading partners are under threat or in talks, which covered companies and sectors are at stake, and what he did last — and tell users when it matters, in his own words, never a forecast.
Counts reflect stored output, not a guarantee of current coverage. Check the selected company’s Sources & Coverage section for availability and dates.