금융기관을 위한 온톨로지 기반 에이전트 플랫폼
홉피아 파이낸스는 금융기관의 데이터와 업무를 온톨로지 기반 컨텍스트로 연결하고, 리서치·분석·실사·리스크 관리 등 금융 업무를 위한 에이전트를 제공합니다.
문의하기IssueBackgroundIssue FindingsHidden InformationDiligence ThemeDiligence TopicPriorityEvidenceSub Agent
1EBITDA add-back quality not evidencedProposed senior secured private credit facilityLeverage depends on unverified adjustmentsRun-rate savings and normalization inputs are not independently supported.Creditworthiness & Debt CapacityValidate maintainable EBITDACriticalPrivate Credit Underwriting Model · Underwriting!B6:E9Investment DD Agent
2Customer concentration riskTop three customers drive 48% of revenueRenewal and churn evidence is incompleteNo downside case isolates the loss of the largest customer.Revenue DurabilityStress customer concentrationHighCommercial Review Pack · p.8Investment DD Agent
3Working-capital volatilitySeasonal inventory build and receivable swingsBorrowing-base headroom remains untestedPeak funding needs exceed the period shown in management forecasts.LiquidityValidate seasonal cash needsHighMonthly Cash Flow Model · Sheet 4Investment DD Agent
4Collateral coverage uncertaintyInventory and receivables secure the facilityDownside recovery values need validationNo field exam or third-party appraisal has been completed.Collateral ProtectionTest recovery coverageCriticalCollateral Schedule · p.3Investment DD Agent
5Covenant headroom compressionMinimum liquidity and leverage testsDownside case indicates possible breachThe forecast excludes a delayed expansion ramp.Covenant ProtectionRun downside covenant caseCriticalCovenant Model · Base and DownsideInvestment DD Agent
6Sponsor equity cushionAcquisition financing capital structureEquity contribution timing is unconfirmedThe commitment letter remains subject to conditions.Capital StructureConfirm funded equityHighSources & Uses · p.2Investment DD Agent
7Refinancing maturity wallExisting facilities mature within 18 monthsTakeout financing remains market-dependentNo committed extension is available.Refinancing RiskConfirm maturity solutionHighDebt Schedule · p.5Investment DD Agent
8Interest coverage sensitivityFloating-rate private credit facilityRate shock materially reduces coverageHedging terms have not been agreed.Debt Service CapacityStress interest coverageHighInterest Sensitivity · p.6Investment DD Agent
9Supplier dependency exposureTwo suppliers provide 61% of critical inputsAlternative sourcing has not been qualifiedLead times may extend beyond the current liquidity runway.Supply Chain ResilienceValidate dual-source readinessHighVendor Concentration Report · p.11Investment DD Agent
10Forecast conversion gapManagement plan assumes accelerated pipeline conversionBookings evidence does not support the rampWeighted pipeline includes unsigned enterprise opportunities.Forecast ReliabilityRebuild revenue bridgeCriticalManagement Forecast · Sheet 7Investment DD Agent
11Key-person operating riskFounder retains direct control of major accountsSecond-line ownership remains unclearNo documented transition plan exists for strategic relationships.Management ContinuityAssess leadership dependencyMediumOrganization Review · p.4Investment DD Agent
12Capex underinvestmentMaintenance spend trails depreciationNear-term free cash flow may be overstatedDeferred equipment replacement is excluded from the base case.Cash Flow QualityNormalize maintenance capexHighFixed Asset Register · p.14Investment DD Agent
13Tax exposure not reservedMulti-state operations expanded rapidlyPotential nexus liabilities are unquantifiedHistorical filings do not cover all operating jurisdictions.Contingent LiabilitiesQuantify tax exposureHighTax Diligence Summary · p.9Investment DD Agent
14Cyber insurance coverage gapCustomer data supports the core platformPolicy limits trail modeled incident costsBusiness interruption coverage excludes key vendors.Operational ProtectionTest cyber loss coverageMediumInsurance Binder · p.22Investment DD Agent
15Change-of-control consent riskMaterial contracts contain assignment restrictionsRequired customer consents are incompleteTwo strategic contracts permit termination upon a transaction.Transaction ExecutionClear contract consentsCriticalContract Review Matrix · Row 18Investment DD Agent
16Integration cost omissionBase case assumes immediate operating synergiesOne-time integration costs are not modeledSystems migration and retention payments remain unbudgeted.Value CreationBuild integration cost caseHighSynergy Plan · p.17Investment DD Agent
17Deferred revenue qualityPrepaid enterprise contracts support near-term liquidityService obligations are not reconciled to billingsRefund and implementation exposure is omitted from cash forecasts.Revenue QualityReconcile deferred revenueHighRevenue Recognition Memo · p.12Investment DD Agent
18Unfunded retention planTransaction depends on a small technical leadership teamRetention awards are still under negotiationIncremental cash cost is excluded from sources and uses.Management ContinuityFund retention obligationsHighRetention Planning Note · p.3Investment DD Agent
19Product margin compressionGrowth plan shifts mix toward lower-margin offeringsPrice realization trails input cost inflationThe base case assumes recovery without contracted increases.Gross Margin SustainabilityValidate price-cost recoveryCriticalProduct Margin Bridge · Sheet 5Investment DD Agent
20International cash trappingForeign subsidiaries hold material operating cashUpstreaming mechanics remain untestedWithholding taxes and local restrictions are not modeled.Tax and Cash MobilityValidate foreign cash accessHighEntity Cash Schedule · p.6Investment DD Agent
21Warranty reserve shortfallInstalled equipment base expanded rapidlyReserve coverage declined despite higher claimsCohort-level failure rates were not provided.Contingent LiabilitiesNormalize warranty reserveMediumClaims and Reserve Analysis · p.10Investment DD Agent
22Sales pipeline duplicationForecast aggregates regional opportunity listsDuplicate and stale opportunities inflate coverageNo common account identifier is enforced across regions.Forecast ReliabilityClean pipeline coverageHighPipeline Quality Review · p.7Investment DD Agent
23Data migration dependencyValue-creation plan requires platform consolidationMigration scope and ownership remain incompleteCustomer downtime and remediation costs are not budgeted.Integration ExecutionValidate migration readinessHighTechnology Integration Plan · p.15Investment DD Agent
24Lease renewal escalationDistribution network relies on expiring facilitiesRenewal assumptions trail current market quotesRelocation alternatives and downtime are unmodeled.Lease EconomicsStress renewal costsMediumLease Schedule · p.18Investment DD Agent
25Regulatory approval timingClosing requires multiple jurisdictional clearancesBase case assumes simultaneous approvalsLong-stop and interim operating costs are not sensitized.Transaction ExecutionModel approval timingCriticalRegulatory Workplan · p.4Investment DD Agent
26Inventory obsolescence exposureNew product transition leaves legacy stockProvisioning policy does not reflect sell-throughSecondary-channel recovery values remain unsupported.Liquidity and Working CapitalAssess inventory recoverabilityHighInventory Aging · Sheet 9Investment DD Agent
27Post-close liquidity minimumDebt funding leaves limited opening cashDay-one payments approach minimum liquidityFees, taxes, and delayed collections are not fully phased.Debt Service CapacityValidate closing liquidityCriticalClosing Funds Flow · p.5Investment DD Agent
금융 컨텍스트에서 에이전트와 검토 화면을 연결합니다
금융기관의 지식, 데이터, 문서와 업무 규칙을 하나의 맥락으로 연결합니다. Grid, Chat과 InDepth에서 리서치·분석·실사·리스크 관리 결과를 정확한 원문 위치까지 검토합니다.
하나로 연결된 금융 컨텍스트
금융 업무 결과와 근거를 함께 검토
같은 금융 컨텍스트에서 후속 검토
금융기관 검토에 남는 원문 근거
01 CONNECT FINANCIAL CONTEXT
금융기관의 지식과 업무 데이터를 하나의 맥락으로 연결합니다
기업·거래·산업 관계투자 가정과 판단 기준원문과 정확한 출처 위치
02 GRID
리서치·분석·실사와 리스크 결과를 검토 가능한 구조로 만듭니다
03 CHAT
현재 금융 업무의 맥락을 이어받아 후속 검토를 확장합니다
선택한 분석과 근거를 그대로 이어받아 다음 질문에 답합니다.
04 INDEPTH
다단계 금융 분석을 정확한 원문까지 되짚어 검토합니다
주요 판단과 수치가 어떤 근거에서 만들어졌는지 확인합니다.
원문 문서페이지 · 표 · 셀 · 문장
며칠이면 파일럿 에이전트를 시작할 수 있습니다.
기존 데이터 분석부터 온톨로지 구성까지, 홉피아가 실제 업무에 적용할 파일럿 에이전트로 빠르게 연결합니다.
파일럿 검토부터 설명서·브리핑·진단·데모까지 선택할 수 있습니다.