
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
- Automation & Controls 
- Auto-journals, auto-recs, e-invoicing, OCR for AP, bank feeds, rule-based approvals 
- Tools: BlackLine/FloQast, Power Automate/UiPath, ERP workflows 
- Real-Time Data & Analytics 
- Live P&L, cash, WCR, variance bridges; self-serve dashboards 
- Tools: Power BI/Tableau, Generic Inquiries (ERP), SQL 
- Predictive Finance 
- Rolling forecasts, driver-based models, scenario/Monte Carlo 
- Use cases: cash runway, margin sensitivity, FX/price elasticity 
- Business Partnership 
- Finance as co-pilot: product costing, pricing, deal desk, ops KPIs 
- Cadence: weekly performance huddles; monthly value reviews 
- 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.
Phone
+1-555-1234
info@example.com
