DEMO DATA

Scope of Work Coverage

NuVu Technologies / Volusia County Nsites — Proposed Statement of Work, September 2, 2026, Section 3. Each menu item maps one-to-one to a scope section, with the data elements required to populate it.

Home
Scope sections
7
3.1 through 3.7
Scope requirements
37
Individual SOW bullets
Demonstrated
30
Working in the platform
Required data elements
55
Across 3.1–3.7 checklist

3.1 Foundation, Integration & Semantic Model

Source inventory, business-friendly data dictionary, documented calculation rules, refresh behavior, row-level access and traceability.

Confirm production/sandbox connection approach for ADG and Oracle Analytics Cloud (OAC).Semantic Model → Connections; Financial Reporting → Oracle AnalyticsIllustrative
Inventory source schemas, tables, fields, queries, job codes, pay codes, cost centers and employee identifiers.Semantic Model → Source Inventory; Data SourcesDemonstrated
Business-friendly data dictionary mapping technical fields to approved agency terminology.Semantic Model → Data DictionaryDemonstrated
Document calculation rules for regular, overtime, holiday, special assignment, benefits and fully burdened cost.Semantic Model → Calculation RulesDemonstrated
Configure refresh behavior, validation, row-level access and traceability from totals to source detail.Semantic Model → Governance; Validation LabDemonstrated
Do not alter source databases or operational transaction logic.Read-only semantic layer; no write-back configuredDemonstrated
3.1.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 8 required, 1 preferred.

Source object inventoryschema / table / view namesADG, Kronos, Oracle Benefits, Oracle GL, OACOne row per source objectSemantic Model → Source Inventory; Data SourcesRequired
Field catalog per objectcolumn name, data type, nullabilityAll sourcesOne row per fieldSemantic Model → Data DictionaryRequired
Job code masterJOB_CODE, description, activity typeOracle Payroll (ADG)One row per job codeEvent/contract attribution across 3.2, 3.3, 3.5Required
Pay code / element masterELEMENT_NAME, element classification, premium factorOracle Payroll (ADG)One row per pay elementPay-type splits and overtime measuresRequired
Cost center masterCOST_CENTER, description, agency/division rollupOracle GL (ADG)One row per cost centerAll cost-center rollups and 3.5 charged-to viewsRequired
Employee identifier crosswalkPERSON_NUMBER ↔ Kronos badge ↔ benefits member IDADG / Kronos / Oracle BenefitsOne row per employee per systemJoining payroll, timecard and benefits recordsRequired
Refresh metadatalast extract timestamp, row counts, load statusIntegration layerOne row per loadSemantic Model → Governance; Validation Lab freshnessRequired
Row-level access mappinguser/role → agency, division, cost centerAgency directoryOne row per role scopeRestricted fields (DOB, dependents, benefit class)Required
Approved terminology listtechnical field → business nameAgency-providedOne row per mapped fieldBusiness-friendly labels throughoutPreferred

3.2 Event Costing & Personnel Deployment

Select an event or job code and calculate participating personnel, hours, pay types, benefits and fully burdened cost with unit-level analysis.

Select event/job code and calculate personnel, dates, payroll cycles, regular/OT/holiday hours, special assignments, benefits and burdened cost.Event Costing → event detailDemonstrated
Analyze participation by unit or capability (SWAT, K-9, drone, bomb squad, communications).Event Costing → Team Analysis cardsDemonstrated
Drill from event total to unit, pay type, employee, day, timecard and payroll detail.Event Costing → KPI and team drill-downsDemonstrated
Recreate two completed event-cost spreadsheets and validate against agency-approved totals.Validation Lab → reconciliation testsIllustrative
Complete one blind historical event test.Validation Lab → blind testIllustrative
Reusable views for graduations, pop-up events, security deployments and other coded activities.Event Costing → event switcher and compareDemonstrated
3.2.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 9 required, 0 preferred.

Event / activity masterEVENT_ID, event name, type, start & end dateApplication managed / job code masterOne row per eventEvent Costing → event switcher and detail headerRequired
Payroll transaction detailPAY_TXN_ID, PERSON_NUMBER, JOB_CODE, ELEMENT_NAME, HOURS_QTY, PAY_AMOUNT, work dateOracle Payroll (ADG)One row per employee / pay element / work dateAll event KPIs, hours and cost totalsRequired
Timecard daily detailbadge, work date, in/out, hours, activity codeKronos exportOne row per employee per day per codeDrill from payroll total to timecard detailRequired
Pay period calendarPAY_PERIOD_ID, start date, end date, pay dateOracle Payroll (ADG)One row per payroll cyclePayroll cycle grouping on event detailRequired
Employee assignment (effective-dated)rank, division, unit, specialty, home cost centerOracle HCM (ADG)One row per employee per effective periodTeam Analysis by unit/capability (SWAT, K-9, drone, bomb squad, comms)Required
Special assignment premiumspremium element, rate, eligibilityOracle Payroll (ADG)One row per premium per employeeSpecial assignment pay measureRequired
Employer benefit rate per hourER_CONTRIB_AMT, effective datesOracle BenefitsOne row per employee per benefit periodFully burdened cost on event totalsRequired
Other employer burden factorsuniform, equipment, admin loading %Agency-providedOne rate per class per fiscal yearFully burdened costRequired
Completed event-cost spreadsheetsapproved totals per eventAgency-providedTwo historical eventsValidation Lab reconciliation and blind testRequired

3.3 Contract Costing, Reconciliation & Rate Analysis

Contract register, revenue vs fully burdened cost, quarter-end cutoffs, rate scenario modeling and exception flags.

Contract register with term, service model, required staffing/hours, billing methodology, rate, escalation and cost center.Contract Costing → registerDemonstrated
Support actual-cost city contracts, flat-rate hospital/DOC details, school resource deputy and charter-school arrangements.Contract Costing → contract typesDemonstrated
Compare revenue/reimbursement with fully burdened payroll and benefit cost at contract, employee, period and service level.Contract detail → reconciliationDemonstrated
Handle quarter-end cutoffs spanning payroll cycles and show reconciliation adjustments.Contract detail → quarter selectorDemonstrated
Model rate scenarios, break-even rates, target margins and impact of proposed increases.Contract Costing → Rate AnalysisDemonstrated
Flag under-recovery, excess staffing/hours, missing or incorrect job codes.Contract Costing → exceptions; Exceptions moduleDemonstrated
3.3.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 7 required, 1 preferred.

Contract registerCONTRACT_ID, counterparty, term start/end, service model, cost centerFinance / ContractsOne row per contractContract Costing → registerRequired
Billing termsBILL_RATE, billing methodology, escalation schedule, required staffing/hoursFinance / ContractsOne row per contract per rate periodRevenue vs cost, rate analysis, break-even modelingRequired
Revenue / reimbursement actualsinvoice or receipt amount, period, contractOracle GL (ADG) / AROne row per invoice or receiptRecovery %, under-recovery flagsRequired
Contract-attributed payrollJOB_CODE or CONTRACT_ID on the payroll transactionOracle Payroll (ADG)One row per payroll transactionFully burdened cost at contract, employee and period levelRequired
SRD activity codesSRD_ACTIVITY_CODE (51–54)Kronos exportOne row per employee per daySchool resource deputy and charter-school billing splitsRequired
Fiscal calendar with quarter cutoffsfiscal year, quarter, start/end dateBudget OfficeOne row per fiscal periodQuarter-end cutoffs spanning payroll cyclesRequired
Reconciliation adjustmentsadjustment amount, reason, periodFinance / ContractsOne row per adjustmentContract detail → reconciliationPreferred
Flat-rate detail scheduleshospital / DOC fixed-fee amounts and coverage hoursFinance / ContractsOne row per detail per periodFlat-rate contract typesRequired

3.4 Workforce Census & Benefits

Eligibility, enrollment, waivers, dependents, approved demographics, elections and employer cost with carrier-ready exports.

Employee census reporting for eligibility, enrollment, waivers, dependent counts, approved demographics, elections and employer cost.Census & Benefits → Employee CensusDemonstrated
Drill by employee and cost center; export carrier-ready or management-ready census reports.Census & Benefits → Census ReportsDemonstrated
Flag missing/inconsistent records and exceptions such as terminated employees remaining on benefits.Census & Benefits → ExceptionsDemonstrated
Current-period and historical comparisons where source history is available.Census & Benefits → Census HistoryDemonstrated
3.4.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 7 required, 1 preferred.

Employee demographicsPERSON_NUMBER, name, DATE_OF_BIRTH, gender, home ZIPOracle HCM (ADG)One row per employeeCarrier-ready census age banding (restricted fields)Required
Employment status & datesstatus, hire date, termination date, FTEOracle HCM (ADG)One row per employee per status changeEligibility and terminated-on-benefits exceptionsRequired
Benefit eligibilityeligibility flag, eligibility date, plan groupOracle BenefitsOne row per employee per plan yearEligibility vs enrollment countsRequired
Elections and waiversplan, COVERAGE_TIER, election date, waiver reasonOracle BenefitsOne row per employee per planEnrollment, waiver and benefit-class breakdownsRequired
Dependent recordsDEP_RELATION, dependent DOB, coverage start/endOracle BenefitsOne row per dependent per planDependent counts and carrier exportRequired
Employer and employee costER_CONTRIB_AMT, EE_CONTRIB_AMT, per-period rateOracle BenefitsOne row per employee per plan per periodEmployer cost totals and cost-center allocationRequired
Cost center attributionHOME_COST_CENTER on the benefits recordOracle HCM (ADG)One row per employeeCensus drill by cost centerRequired
Prior-period census snapshotsfull census extract per prior plan year/monthOracle BenefitsOne extract per periodCensus History comparisonsPreferred

3.5 Overtime & Cost-Center Controls

All labor charged to a cost center regardless of assignment, overtime analytics across dimensions, and miscoding detection.

Show all labor charged to a cost center regardless of the employee's assigned organizational unit.Overtime → Charged-to-cost-center viewDemonstrated
Analyze overtime by agency, division, cost center, event, employee, pay type and period.Overtime → dimension analysisDemonstrated
Identify likely miscoding, unusual increases, cross-unit charges and special-assignment issues.Overtime → Controls; Exceptions moduleDemonstrated
Simple drill-down that does not depend on precise hover targets or hierarchy knowledge.Full-card click targets across all modulesDemonstrated
3.5.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 6 required, 1 preferred.

Charged cost center on payrollCHARGE_COST_CENTEROracle Payroll (ADG)One row per payroll transactionAll labor charged to a cost center regardless of assignmentRequired
Assigned (home) cost centerHOME_COST_CENTEROracle HCM (ADG)One row per employee per effective periodCross-unit charge detectionRequired
Overtime pay elementsELEMENT_NAME, HOURS_QTY, PAY_AMOUNTOracle Payroll (ADG)One row per transactionOvertime hours and dollars by every dimensionRequired
Organization hierarchyagency → division → unit → cost centerOracle HCM (ADG)One row per org nodeDimension analysis and drill pathsRequired
Job code to event/contract mappingJOB_CODE → EVENT_ID / CONTRACT_IDApplication managedOne row per job codeOvertime by event and by contractRequired
Historical overtime baselinesprior fiscal-year overtime by cost center and periodOracle Payroll (ADG)One row per cost center per periodUnusual-increase and miscoding controlsRequired
Approved coding rulesvalid job code / pay code / cost center combinationsAgency-providedOne row per valid combinationExceptions → likely miscodingPreferred

3.6 Budget & Command-Staff Insights

Command dashboards for budget, actual, commitments, remaining balance, forecast and projected variance in operational language.

Simplified command dashboards showing budget, actual, commitments, remaining balance, forecast and projected variance.Budget & Command Insights → command dashboardIllustrative
Translate object codes into operational categories (personnel, overtime, vehicles, equipment, training, supplies, other).Budget & Command Insights → Operational CategoriesDemonstrated
Analyze multiple fiscal years across object codes and cost centers for forecasting and allocation.Budget & Command Insights → fiscal-year comparisonIllustrative
Drill to underlying transactions and highlight drivers of budget transfers or projected overruns.Budget & Command Insights → drill-downsIllustrative
3.6.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 6 required, 1 preferred.

Adopted and amended budgetBUDGET_AMT, fiscal year, cost center, GL_OBJECT_CODEOracle GL (ADG)One row per FY / cost center / object codeCommand dashboard budget columnRequired
Actual expendituresactual amount, accounting periodOracle GL (ADG)One row per GL journal lineActual, remaining balance and drill to transactionsRequired
Encumbrances / commitmentsENCUMBRANCE_AMT, PO number, statusOracle GL (ADG)One row per open commitmentCommitments and remaining balanceRequired
Object code translation tableGL_OBJECT_CODE → operational categoryAgency-providedOne row per object codePersonnel, overtime, vehicles, equipment, training, supplies, otherRequired
Budget transfers / amendmentstransfer amount, from/to, date, reasonOracle GL (ADG)One row per transferDrivers of budget transfersRequired
Multi-year historyat least 3 prior fiscal years of budget and actualOracle GL (ADG)One row per FY / cost center / object codeFiscal-year comparison and forecastingRequired
Forecast assumptionsspend-rate method, seasonality, known one-time itemsBudget OfficeOne row per assumptionForecast and projected variancePreferred

3.7 Reporting & User Experience

Standard dashboards, a governed self-service report builder, AI-assisted reporting, calculated measures, query reuse, exports and a feedback workflow.

Standard dashboards: approved recurring reports available when users sign in.Reports → standard report catalog; HomeDemonstrated
Self-service report builder across governed dimensions (fields, filters, dates, employees, events, contracts, cost centers).Report BuilderDemonstrated
AI-assisted reporting by typed or spoken question, grounded only in permitted data.Ask bar; Ask module; Financial Reporting → AI Q&ADemonstrated
Calculated measures: reusable calculations promoted into the governed semantic model.Semantic Model → Measures; Report Builder measuresDemonstrated
Existing query reuse: incorporate approved SQL/manual queries as validated starting logic.Semantic Model → Registered QueriesIllustrative
Export approved views to Excel, CSV, PDF and print.Export controls on every table and drill-downDemonstrated
Feedback workflow: narrated screen recordings/transcripts to request refinements.Updates & MemosDemonstrated
3.7.R Required Data

Data elements the source extracts must contain for the reports currently laid out in this module to populate. 5 required, 2 preferred.

Approved recurring report listreport name, audience, frequency, definitionAgency-providedOne row per reportStandard dashboard catalog on sign-inRequired
Governed dimension catalogdimension id, business label, restricted flagSemantic modelOne row per dimensionReport Builder field picker and AI groundingRequired
Approved measure definitionsmeasure name, formula, owner, approval statusSemantic modelOne row per measureCalculated measures in builder and AI answersRequired
Existing SQL / manual queriesquery text, owner, purpose, validated outputAgency-providedOne row per queryRegistered Queries reuse as starting logicRequired
User roles and permissionsuser → role → permitted data scopeAgency directoryOne row per user roleAI answers and exports limited to permitted dataRequired
Export and branding standardsheader/footer, logo, disclaimers, file namingAgency-providedOne standard setExcel, CSV, PDF and print outputPreferred
Feedback routingreviewer names, request categories, SLAAgency-providedOne row per categoryUpdates & Memos refinement workflowPreferred
All figures in the platform are currently seeded, deterministic sample data built to the same shape as the ADG, Kronos, Oracle Benefits and Oracle GL sources named in the semantic model. Connecting live Volusia County data replaces the seed without changing module structure, calculations or reports.
Volusia County Sheriff’s Office · Cost Intelligence module · Data as of 2026-08-19 04:22