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Progressive Accounting

Transforming Accounting with Data-Driven Insights

Professor Abdullahel Kafi

What is Progressive Accounting?

A modern, data-driven approach to finance that goes beyond compliance to predict, automate, and advise. It blends GAAP/IFRS rigor with analytics, workflow automation, and continuous improvement to drive decisions—not just report them.

Core Pillars

  1. Automation & Controls

  • Auto-journals, auto-recs, e-invoicing, OCR for AP, bank feeds, rule-based approvals

  • Tools: BlackLine/FloQast, Power Automate/UiPath, ERP workflows

  1. Real-Time Data & Analytics

  • Live P&L, cash, WCR, variance bridges; self-serve dashboards

  • Tools: Power BI/Tableau, Generic Inquiries (ERP), SQL

  1. Predictive Finance

  • Rolling forecasts, driver-based models, scenario/Monte Carlo

  • Use cases: cash runway, margin sensitivity, FX/price elasticity

  1. Business Partnership

  • Finance as co-pilot: product costing, pricing, deal desk, ops KPIs

  • Cadence: weekly performance huddles; monthly value reviews

  1. Governance by Design

  • Segregation of duties (SoD), audit trails, policy-as-code, continuous close

Operating Model (RACI-lite)

  • Record-to-Report (R2R): Ops prepare, Accounting owns, Controller approves, Internal Audit reviews

  • Order-to-Cash (O2C): Sales ops initiate, AR automates, Treasury monitors DSO

  • Procure-to-Pay (P2P): Reqs via portal, 3-way match, touchless payments, vendor risk checks

90-Day Launch Plan

Days 1–30 (Stabilize)

  • Map processes; baseline close time, DSO/DPO, error rate

  • Quick wins: bank feeds, AP OCR, auto-post rules, close checklist in PM tool

Days 31–60 (Digitize)

  • Build core dashboards: Executive (Revenue, GM, OPEX), Cash, AR Aging, Inventory

  • Implement recurring journals, auto-recs for top 10 accounts

  • Start 13-week cash forecast; switch to rolling 12-month P&L forecast

Days 61–90 (Predict & Partner)

  • Driver tree for revenue/COGS/OPEX; scenario “Base/Stretch/Downside”

  • Weekly KPI huddle with Ops & Sales; root-cause and action owners

  • Policy-as-code: thresholds for approvals, exceptions, alerts

KPI Set (target ranges depend on industry)

  • Close Cycle: ≤ 5 business days

  • Forecast Accuracy (60–90d): Revenue ±5–8%, EBITDA ±10%

  • DSO/Inventory Turns: DSO −10–20%; turns +10–25% after initiatives

  • Auto-match Rate (AP/AR/Bank): ≥ 85%

  • Touchless Invoice %: ≥ 60% within 6 months

Sample Tech Stack (swappable)

  • ERP: Acumatica, NetSuite, D365, SAP S/4HANA (by size/fit)

  • Close & Controls: BlackLine, FloQast, Workiva

  • FP&A: Datarails, Adaptive, Anaplan, Pigment

  • Integration: Power Automate, Make, dbt, Fivetran

  • Analytics: Power BI/Tableau; warehouse (BigQuery/Snowflake)

Progressive Practices (ready-to-use)

  • Rolling Forecast Rhythm: Update weekly; freeze only for board packs

  • Variance Storytelling: Bridge by price/volume/mix/rate/efficiency

  • Cash First: 13-week cash, daily liquidity dashboard, auto alerts

  • Standard Cost & ABC: Reveal true margin by product/customer/channel

  • Continuous Close: Reconcile daily; no end-of-month pileups

Finance OKRs (example)

  • O: Become a proactive decision engine

    • KR1: Cut close from 9→5 days

    • KR2: Lift forecast accuracy to ±7%

    • KR3: Hit 70% touchless AP; 90% auto bank-recs

    • KR4: Reduce DSO by 8 days; free $X working capital

Governance & Risk Quick Checklist

  • SoD matrix enforced in ERP

  • Evidence trails on approvals & postings

  • Quarterly role/access review

  • Exception dashboards (policy breaches, manual JEs > threshold)

  • Disaster recovery & backup drills (semiannual)

Playbook Artifacts (copy/paste templates)

  • Close Checklist: owner, SLA, dependencies, evidence link

  • Policy-as-Code Snippet (pseudocode):

    • If vendor > $25k and not in whitelist → route CFO approval

    • If manual JE > $10k → dual approval + explanation required

    • If AR > 60 days → escalate to Sales Ops + credit hold

FAQ (fast)

  • Is this just automation? No—automation + analytics + governance + partnership.

  • Where to start? Map pain points; automate reconciliations; build cash & margin dashboards; launch rolling forecast.

  • How to show ROI? Track saved hours, error reductions, cash unlocked, margin lift from pricing/cost insights.

Contact Us

Get in touch for inquiries or support.

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