01
Research
Bring company and market data, SEC filings, IR materials, transcripts, current web research, uploaded documents, and connected sources into one research view.
A personal AI agent built for capital markets
Research.
Intelligence.
Action.
Kilby synthesizes market data, fundamentals, filings, transcripts, web research, supplied material, and connected information to uncover cross-source patterns, inconsistencies, risks, and second-order implications. It applies your Experience Lens, portfolio context, and memory to generate differentiated, actionable investor insights—and finished work.
17Experience Lenses
180+frameworks from 19 operators and investors
Web · Android · Localone agent across your workflow
No subscription. Buy prepaid credits and top up when you need more.
Why Kilby is different
It does more than find information.
Kilby goes beyond retrieval and summarization. It analyzes disparate data and information together, recognizes patterns and relationships that may not be visible source by source, applies your Experience Lens and personal context, and produces actionable investor insights.
02
Intelligence
Separate facts from inference. Detect cross-source patterns, changes in tone, contradictions, catalysts, risks, and disconfirming signals—including relationships that may be easy to miss when reviewing sources one at a time.
03
Actionable output
Turn the analysis into Scuttlebutt research memoranda, earnings debriefs, briefs, alerts, charts, spreadsheets, and next-step workflows shaped by your Experience Lens, watchlist, stated holdings, and preferences.
Purpose-built investor workflow
Turn scattered source material into an independent research memorandum.
Scuttlebutt reads filings, transcripts, investor materials, market data, estimates, research notes, and other supplied material together—not one document at a time. It frames the central investor question, builds the operating and valuation picture, identifies cross-source patterns and contradictions, surfaces what does not fit, and turns unresolved issues into a prioritized research agenda.
Hours → ~3 minutes
Founder benchmark for work that previously took hours as a sell-side equity analyst. Processing time varies by source volume and complexity.
/scuttlebutt
From source material to research memorandum
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Central investor question
Frames the debate and delivers a focused Core Read
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Operating & valuation picture
Key metrics, commitments, concentration, business drivers, and valuation context
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What the mosaic says
The strongest cross-source signals and what the headline misses
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What does not fit
Contradictions, disclosure gaps, risks, and unresolved questions
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Research agenda
Investor implications, catalysts, highest-value next questions, and sources used
What Kilby can do
From market data to finished research.
Use quick commands for fast, structured answers or ask naturally for deeper company, market, document, and workflow analysis.
Market data & fundamentals
Pull a stock quote, company fundamentals, financial statements, and recent SEC filings for a public-company ticker.
/NVDAStock quote, fundamentals, and recent filingsFilings & investor materials
Research 10-K, 10-Q, 8-K, and proxy filings through EDGAR, and fetch investor-relations materials and earnings presentations.
SEC filings and current investor-relations sources
Company & industry research
Analyze competitive positioning, compare sectors and industries, search the live web, and find conference talks on YouTube.
Company analysis, comparisons, news, and current information
Morning market brief
Get major indices, a macroeconomic snapshot, and the current market pulse in one structured brief.
/briefIndices, macro snapshot, and market pulseMarket & macro indicators
Retrieve the S&P 500, NASDAQ Composite, 10-year Treasury yield, CPI, federal funds rate, GDP growth, and unemployment.
/sp500 /nasdaq /10yr /cpiNews & price alerts
Review top AI, software, and fintech headlines or create a stock-price alert with a customizable threshold.
/pulse/alert NVDA < $220Earnings debrief
Attach an earnings transcript and get an investor-grade analysis of tone shifts, guidance changes, key metrics, bull and bear signals, management deflections, and high-value follow-up questions.
/debriefDownloadable earnings-call intelligence reportScuttlebutt synthesis
Attach transcripts, filings, channel checks, research notes, and other source material. Kilby reads across them together—separating facts from inference, identifying the core read, strongest signals, contradictions, investor implications, and highest-value follow-up work.
/scuttlebuttBuild an independent research memorandum from scattered source materialAnalysis & computation
Run Python for financial modeling and data transformation, create spreadsheets, extract PDF tables, and generate charts.
Python, spreadsheets, PDF extraction, and charts
Experience Lenses
Reason from the role—not around it.
Select an Experience Lens in Settings. Kilby changes what it prioritizes, what it questions, and how it frames the output.
Capital Markets6 Experience Lenses
Portfolio ManagerPosition sizing, risk-reward, scenario analysis, portfolio fit, drawdown control
Equity Research AnalystBusiness quality, earnings power, valuation versus expectations, catalysts
Investment BankerValuation framing, transaction readiness, buyer positioning, deal structure
Private Equity · M&A · Venture CapitalDownside protection, strategic fit, leverage capacity, integration, asymmetric upside
Financial Operations5 Experience Lenses
Fund AccountantNAV accuracy, reconciliation, corporate actions, fees, audit trail
Trade SettlementException triage, root cause, counterparty response, T+1 constraints
Compliance OfficerGuideline breaches, filings, surveillance, escalation judgment
Client Reporting · Risk OperationsPerformance accuracy, GIPS, controls, KRIs, incidents, audit readiness
Corporate Leadership6 Experience Lenses
CEO · CFO · COOStrategy, capital allocation, operating cadence, resilience, accountability
EntrepreneurSpeed to value, validation, distribution, iteration, capital efficiency
Sales & Marketing ExecutiveICP, positioning, pipeline quality, retention, CAC efficiency
Senior Software EngineerSystem design, correctness, maintainability, observability, failure modes
Leadership frameworks
Decision frameworks from leaders who operated at scale.
Relevant frameworks surface automatically when the question touches strategy, capital allocation, operations, culture, hiring, crisis management, or scaling.
180+
Decision frameworks from 19 operators and investors
Each framework is grounded in a leader's documented practices and operating philosophy—not generic management advice.
Retrieved automatically when the question is relevant
Attributed so you can evaluate the source
Competing perspectives surface when leaders disagree
Nothing is forced into an answer when it does not fit
Compact example
One decision, multiple leadership perspectives
“We are evaluating an acquisition. What should the leadership team pressure-test before proceeding?”
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Strategic fit
What durable advantage becomes possible that neither company can create independently?
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Downside protection
Which assumptions fail first under lower growth, delayed synergies, or a harder financing environment?
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Integration reality
Where will decision rights, incentives, systems, and culture create execution friction?
Connected workflows
Work across the tools you already use.
Kilby can work with the Google Workspace and Slack services you connect. You control which optional services are connected.
Connected services
You approve each optional connection in Settings.
Calendar
View and edit events in your connected Google Calendar.View & edit events
Contacts
Look up connected Google Contacts with read-only access.Read-only access
Drive
Work only with the specific Google Drive files you select.Selected files only
Photos
Attach only the Google Photos images you choose through the picker.Picker only
Slack
Read channels, summarize messages, and post when requested.Read & post on request
Built-in Google handoffs
No separate connection presented as required.
Gmail
Open Gmail when an email handoff is the fastest next step.Email handoffs
YouTube
Find podcasts, conference talks, analyst days, and interviews.Research videos
Maps
Open locations and searches when travel or location context matters.Location handoffs
You control which optional services are connected.
Disconnect services or delete your Kilby account from Settings.
Kilby is a research and workflow tool. It does not provide investment advice.
Need local files and Python?Optional Kilby terminal-agent setup
Run kilby from a local folder to work with files, spreadsheets, PDFs, document conversion, and Python execution without turning terminal setup into the main web experience.
Mac / Linux: curl -fsSL https://agentkilby.com/install.sh | bash
Windows: powershell -ExecutionPolicy Bypass -Command "irm https://agentkilby.com/install.ps1 | iex"
Pricing
No subscription. Pay as you go.
Prepaid Credits
Buy a credit pack. Credits are drawn down as you use Kilby. No subscription, no recurring charge. Top up when you need more.
Starter$10
Standard$25
Pro$50
| Model | Input / 1M tokens | Output / 1M tokens |
|---|---|---|
| Claude Sonnet 5 · Best Speed and Intelligence Mix | $2.50 now / $3.75 Sep. 1 | $12.50 now / $18.75 Sep. 1 |
| Claude Opus 4.8 · Largest Context & Strongest Opus Reasoning | $6.25 | $31.25 |
Rates are 25% above Anthropic list price. Sonnet 5 introductory pricing applies through August 31, 2026. One million tokens is roughly 750,000 words.
Your next question is the starting point
Research deeper.
Decide with context.
Open Kilby and choose the Experience Lens that matches how you work.
Open Kilby