
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
