Company research
Fundamentals, industry structure, valuation sensitivities, catalysts, risks and falsifiable bull, base and bear scenarios.
ChartWright Research Platform / 2026
See the intelligence at work.
Fundamentals first. Signal context separate. Governance visible.
Explore how ChartWright structures company, asset-class, real-estate and decision research with visible evidence, assumptions and challenge.
Public demonstrations are educational and use illustrative frameworks. They are not live signals, personalized recommendations, performance results or trade execution.
Start with an experience
Choose a question. See a transparent answer.
Synthetic Market Scenario BriefOne fictional scenario across research, options, horizon context and riskInteractive IntelligenceResearch, synthetic trading-process and business diagnosticsReal-estate Decision LabOwnership cost, sale proceeds and refinance break-evenFictional rankingExplore fixed synthetic scores · about 1 minuteSample researchInspect an illustrative fictional evidence brief
Illustrative research coverage
Four illustrative lanes. One proposed evidence standard.
Each framework separates sourced facts from forward-looking judgment, states what remains unknown, and shows what evidence would change the conclusion.
Asset-class research
Macro regimes, supply and demand, liquidity, cross-asset relationships and dated scenario analysis.
Research scenarios
Historical or synthetic idea walkthroughs that show evidence and invalidation—not live or personalized trade recommendations.
Signal-attended methodology
A high-level view of how rules-based market context can inform research without exposing proprietary weights or current signals.
Interactive Intelligence · illustrative beta candidate
Distinct decision lanes. Transparent tools.
Explore research structure, synthetic trading-process math and business diagnostics without mixing their scores, evidence or purpose.
USER INPUT → CALCULATED OUTPUTLocal session only · nothing is saved or sentIllustrative · informational · not financial advice
Company & Asset-Class Research
Choose a toolEquity Thesis Stress-Test
Challenge thesis structure without scoring or recommending a security.
Challenge elements present2/6
Largest gapCounter-thesis recorded
Boundary: General, impersonal and hypothetical outputs only. No current market data, production weights, brokerage information, confidential uploads, recommendations, forecasts or performance claims. Method version CW-INTELLIGENCE-BETA-2.
Illustrative fundamentals + signal-attended framework
A proposed research framework.
The structure is designed to support companies, asset classes and business questions. A template creates consistency; it does not make a new conclusion verified.
Inspectable methodology
Fundamentals explain the business.
A reusable framework modeled on ChartWright's evidence-led company research—not an automatic conclusion or recommendation.
- 01Business and industry structure
- 02Revenue, margin and cash-flow drivers
- 03Valuation sensitivities
- 04Bull, base and bear assumptions
- 05Catalysts, risks and invalidation
- 06Counter-thesis and independent challenge
VERIFIEDDated source evidenceCALCULATEDTransparent arithmetic from stated inputsEXPECTEDForward-looking judgmentUNKNOWNMissing or conflicting evidence
Methodology boundary. Public explanations describe broad factor families and governance. They do not expose proprietary weights, thresholds, source code, current signals, production endpoints or final-holdout evidence.
Interactive demonstrations
Explore illustrative scenarios.
Change assumptions, compare hypothetical rankings and inspect the output. Demonstration data stays separate from real-company research and production signals.
Tools 01–03
Residential & Commercial Real-Estate Decision Lab
Itemize estimated ownership costs and transaction fees, estimate sale proceeds, and test refinance break-even assumptions.
Principal + interest$2,594/mo
Property taxes$708/mo
Insurance$200/mo
HOA / condo$0/mo
PMI / mortgage insurance$0/mo
Estimated monthly ownership cost$5,219
Estimated cash to close$129,000
Liquidity remaining$51,000
Hypothetical output based on your inputs—not a quote, approval, appraisal, recommendation or forecast. Seller transaction costs include only the commission and aggregate cost assumptions entered; taxes, concessions, repairs and prorations are otherwise excluded. Refinance break-even compares principal and interest only and excludes taxes, insurance, mortgage insurance, cash-out effects and prepayment penalties unless entered in costs. Entries are calculated in this browser and are not saved or sent. Actual costs vary by property, location, loan program and transaction. ChartWright AI is not acting as a lender, broker, appraiser, credit adviser, investment adviser, attorney, accountant or tax adviser.
Tools 04–11 · Implemented development candidate
Real-Estate Intelligence Suite
Eight focused, hypothetical tools sharing one transparent assumption set. Calculation code and focused tests are implemented; independently validated effectiveness and promotion remain unestablished.
Deal analyzer
Loan amount$400,000
Monthly debt service$2,528
Annual NOI$35,880
Debt-service coverage1.18×
Illustrative research output only. Assumptions are user supplied; taxes, financing, insurance, market conditions and transaction costs can materially change outcomes.
Tools 12–14 · Implemented development candidate
Property Intelligence Lab
Challenge one property, compare two capital plans, and layer source-aware resilience context without hiding assumptions or disagreement.
Illustrative development candidate. Three browser-local tools use deterministic calculations and structured analytical lenses. The public-context gateway reports every provider independently. Census ACS and FEMA provide county context; Census CPS/HVS and direct Census/HUD New Residential Construction provide national context; HUD FY2026 Fair Market Rents are a reviewed versioned snapshot. FRED HOUST1F remains unavailable pending rights resolution. Connected and snapshot context never silently replaces user assumptions.
Illustrative development candidate · browser-local analysis
Elite 8 Property Decision Room
Eight structured analytical lenses challenge one hypothetical property while preserving pressure points and missing evidence.Supporting lenses5 of 8
Pressure points2 of 8
Incomplete lenses1 of 8
Modeled NOI$44,040
Acquisition economics
Modeled cap rate 7.34%; annual cash flow 9908.
None identified from entered assumptions.Formula and evidence rule
- effective income = monthly rent × 12 × (1 − vacancy ÷ 100)
- NOI = effective income − annual operating expenses
- cap rate = NOI ÷ purchase price × 100
- annual cash flow = NOI − annual debt service
SUPPORTING only when modeled cap rate is at least 6% and annual cash flow is nonnegative; otherwise PRESSURE.
Change purchase price, rent, vacancy, expenses, or financing assumptions.Capital structure
Modeled DSCR 1.29×; LTV 75.0%.
None identified from entered assumptions.Formula and evidence rule
- loan = purchase price × (1 − down payment ÷ 100)
- LTV = loan ÷ purchase price × 100
- DSCR = NOI ÷ annual debt service
SUPPORTING for an all-cash structure or modeled DSCR of at least 1.25×; otherwise PRESSURE.
Change down payment, interest rate, amortization, income, vacancy, or expenses.Operating resilience
Modeled expense ratio 29.0%.
None identified from entered assumptions.Formula and evidence rule
- effective income = monthly rent × 12 × (1 − vacancy ÷ 100)
- expense ratio = annual operating expenses ÷ effective income × 100
INCOMPLETE when effective income is zero; otherwise SUPPORTING at an illustrative expense ratio of 45% or less and PRESSURE above it.
Change rent, vacancy, or annual operating expenses; sourced operating history would improve evidence quality.Market & supply context
Connected public context is displayed separately in the Market Context Rail and is not inserted into this deterministic lens.
This lens remains UNAVAILABLE until an analyst explicitly interprets the displayed Census, HUD, FRED and FEMA evidence; no public value is silently applied.Formula and evidence rule
- No market formula runs without a connected, geography-bound context observation.
INCOMPLETE until dated market and supply context is connected and validated.
Connect a validated context observation with source, geography, vintage, retrieval time, freshness, and rights status.Value-add & exit
Modeled value-add spread 82000.
After-repair value is an unverified user assumption.Formula and evidence rule
- value-add spread = after-repair value − purchase price − renovation − closing costs
INCOMPLETE when after-repair value is absent; otherwise SUPPORTING for a positive modeled spread and PRESSURE for a nonpositive spread.
Change the entered after-repair value, acquisition basis, renovation budget, or closing costs; independently sourced value evidence would improve completeness.Hazard & cost resilience
Modeled DSCR after entered resilience cost 1.11×.
Hazard determination remains UNAVAILABLE.Formula and evidence rule
- resilience NOI = NOI − entered annual resilience cost
- resilience DSCR = resilience NOI ÷ annual debt service
SUPPORTING for an all-cash structure or modeled resilience DSCR of at least 1.10×; otherwise PRESSURE. This rule evaluates entered cost capacity only.
Change the entered resilience cost or operating and financing assumptions; geography-bound hazard evidence remains separately required.Evidence integrity
User-assessed evidence coverage 62%.
Coverage is a completeness indicator, not deal quality.Formula and evidence rule
- evidence coverage = user-entered percentage of material assumptions supported by dated evidence
SUPPORTING at 80% or more, PRESSURE from 50% through 79%, and INCOMPLETE below 50%. This measures completeness, not economic merit.
Replace unsupported assumptions with dated, attributable evidence and update the entered coverage percentage.Counter-thesis
Downside DSCR 0.60×; liquidity after close 57000.
None identified from entered assumptions.Formula and evidence rule
- downside NOI = rent × 12 × 85% × (1 − min(100, vacancy + 10) ÷ 100) − expenses × 115% − resilience cost
- downside DSCR = downside NOI ÷ annual debt service
- liquidity after close = entered liquidity − cash required
SUPPORTING only when downside DSCR is at least 1.00× (or there is no debt) and entered liquidity covers modeled cash required; otherwise PRESSURE.
Change operating stress assumptions, financing, cash required, or available liquidity.Disagreement and tension ledger
- Several economic conclusions rely on incomplete or user-entered evidence.
Educational, hypothetical analysis. Outputs are based on user-supplied assumptions and identified public context. They are not an appraisal, inspection, environmental assessment, insurance determination, credit decision, financing quote, investment recommendation, legal advice or tax advice. Financial scenario entries are calculated in this browser and are not saved or sent; a selected county code is transmitted only to retrieve public context.
Tool 15
Synthetic Research Ranking Lab
See how fixed fictional demonstration scores reorder under different research lenses.
- 01Atlas B84
- 02Atlas A82
- 03Atlas C81
- 04Atlas D79
- 05Atlas G78
- 06Atlas F77
- 07Atlas E76
- 08Atlas H74
- 09Atlas J73
- 10Atlas I72
Fixed fictional demonstration scores. Research strength represents an invented evidence-completeness score; valuation represents an invented scenario score; the blend is a fixed fictional combination. Atlas A–L are not securities, live ChartWright signals, recommendations, performance results, validated rankings or the proprietary production formula.
Methodology transparency
See how ideas are challenged.
Explore the visible evidence, counter-thesis and invalidation controls that keep hypothetical research separate from verified outcomes.
Status before promotion.
Research concepts remain controlled development work. No pricing, purchase, subscription, coverage or refresh schedule is offered or implied.
Request a briefing.
Ask for a discussion about ChartWright’s company strategy and diligence process. No securities are offered through this website, and access to materials is not automatic.
Informational purposes only. This website does not offer or sell securities, subscriptions, loans, appraisals or investment advice. Any future offering, service or financing activity would require separate documentation, applicable approvals and professional review.
Sample research
See an illustrative evidence-to-decision example.
This fictional case demonstrates structure, evidence labels, scenarios, disagreement and invalidation without using a real company, security, current signal or performance result.
Illustrative fictional example
Atlas Components — synthetic research brief
- As of
- Illustrative date
- Universe status
- Not a real instrument
- Review status
- Demonstration only
Working thesis
A fictional components business may benefit from resilient demand and operating leverage, but the conclusion depends on pricing discipline and cash conversion.
Counter-thesis
New capacity and aggressive competitors could weaken pricing before volume growth produces durable cash flow.
FICTIONAL INPUT
Synthetic revenue grows from 100 to 118 invented units for this demonstration.
CALCULATED
Illustrative operating margin equals 18 units divided by 118 units.
EXPECTED
Base case assumes demand growth slows while margins remain stable.
UNKNOWN
No evidence establishes whether the fictional competitor will cut prices.
Downside
Demand weakens and pricing falls.
Margin compression makes the thesis fail.Base
Growth normalizes and margins hold.
Evidence supports continued monitoring.Upside
New capacity fills faster than expected.
Cash generation improves ahead of plan.What would change the conclusion?
Two consecutive fictional periods of falling price, weakening cash conversion, or evidence that capacity additions exceed demand.
Demonstration review checklist: no real security, current signal, performance result, price target or recommendation used.Interactive workflow atlas
From hard question to reviewable decision.
Choose a business domain to inspect its representative question, work sequence, and decision-ready formats.
Research question
How should an agent workflow behave when evidence, authority, or source identity is incomplete?
Available for scoped consulting conversations
Representative workflow
- 01
Map authority and consequential boundaries
- 02
Bind sources and evidence states
- 03
Design refusal and escalation paths
- 04
Separate builder from reviewer
- 05
Test exceptions and negative cases
Decision-ready formats
- Workflow blueprint
- Evidence ledger
- Approval map
- Negative-test plan
Representative format only. Scope and deliverables vary; no customer use or outcome is claimed.
Illustrative research workflow · development example. Hypothetical workflows shown for educational demonstration. They are not customer case studies, live signals, recommendations, performance results, or evidence of production readiness. Inputs and outputs are illustrative; no personal portfolio or account data is used.
Product laboratory
New lines. Exact status.
Consulting can be scoped today. Standardized research products remain gated development work.
Governed AI workflow consulting
Available for scoped conversationsEvidence engineering, agent architecture, decision models, and review systems. Engagement scope is defined in writing; no outcome is guaranteed.
Standardized research subscription
In controlled development · not currently offeredA proposed account-independent research format. No live signal service, portfolio access, recommendation, or trade execution is offered.
Team research format
Exploratory concept · no team license is currently offeredA proposed shared format for standardized research outputs and evidence receipts. Availability and applicable treatment remain unresolved.