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PROFESSIONAL SERVICES — ACCOUNTING & CPA

Compliance is commoditising. Advisory + AI is where the margin lives now.

AI compresses audit prep, tax workpaper creation, and bookkeeping reconciliation by 40-50%. The strategic question for mid-size CPA firms isn't whether to adopt AI — it's what they do with the freed capacity. Winners reinvest in CFO-as-a-Service, continuous assurance, and advisory. Losers compete on price.

40-50% time savings on audit prep, workpaper creation, and reconciliation
Accountant working with calculator and financial documents

Performance benchmarks

How AI-augmented CPA firms compare against the industry on the engagement-economics that matter.

Metric Industry Median Top Quartile AI-Augmented Leader
Audit Prep Time per Engagement180-240 hrs120-150 hrs60-80 hrs
Tax Workpaper Cycle Time5-7 days2-3 days<1 day
Reconciliation Exception Rate8-12%4-6%<2% (auto-flagged)
Realisation Rate82-88%92-95%97%+
Advisory % of Revenue10-15%20-30%40%+
Annual Staff Attrition20-25%12-15%<10%

What leading firms are doing

Industry examples from publicly reported initiatives — not Xamun projects.

Big Four (Deloitte, PwC, EY, KPMG)
Firm-wide AI platforms across audit, tax, and advisory
  • ✓ Audit-cognitive engines flag risk in real time
  • ✓ $1B+ each invested in GenAI capability
  • ✓ Continuous-audit pilots with major clients
Caseware / Thomson Reuters
AI-augmented audit and tax software platforms
  • ✓ Auto-tickmarking and exception flagging
  • ✓ AI-drafted tax memos and footnotes
  • ✓ Standard infrastructure for mid-market firms
MindBridge / DataSnipper
AI assurance and tickmarking specialty platforms
  • ✓ 100% transaction analysis vs sampling
  • ✓ Auto-tickmark across vouching workflows
  • ✓ Adopted by 500+ mid-size firms globally
RSM / Baker Tilly / Crowe
Mid-market firms investing in proprietary AI advisory tooling
  • ✓ Outsourced controllership at scale
  • ✓ Industry-specific advisory AI assets
  • ✓ Differentiated CFO-as-a-Service offers

The transformation opportunity

What changes when a mid-market firm in this segment deploys AI across the engagement lifecycle.

Before — Legacy Operations
  • ✗ Manual audit prep, 180-240 hrs/engagement
  • ✗ Tax workpapers cycle 5-7 days
  • ✗ Sampling-based assurance; risk found late
  • ✗ Realisation 82-88%; juniors over-budget
  • ✗ Advisory <15% of revenue
  • ✗ Staff attrition 20-25%, especially audit juniors
After — AI-Augmented Delivery
  • ✓ AI-assisted audit prep, 60-80 hrs
  • ✓ Tax workpapers cycle <1 day
  • ✓ 100% transaction analysis; risk surfaced early
  • ✓ Realisation 97%+; AI absorbs over-runs
  • ✓ Advisory 40%+ of revenue
  • ✓ Attrition <10%; juniors do meaningful work

The AI system stack

Designed to integrate with Caseware, CCH Axcess, Thomson, Sage Intacct, QuickBooks, Xero, and your audit/tax workflow.

Audit Prep & Tickmarking

AI-driven document classification, tickmark proposal, and exception flagging across PBC packages. Auditor reviews and approves — doesn't manually tickmark.

Workpaper & Memo Drafting

First-draft tax memos, technical positions, and audit footnotes generated from your firm's prior work and current standards. Senior reviews up.

Continuous-Assurance Engine

Always-on monitoring across client GL, AP, AR, payroll. Flags anomalies in days not at year-end. Foundation for continuous-audit and forensic offers.

Advisory Insight Platform

Client-facing dashboards with cash flow forecasts, KPI benchmarks, and AI-driven insights. Underpins CFO-as-a-Service and continuous advisory packaging.

Reconciliation & Close

AI auto-match and exception-only review across bank, GL, and intercompany. Closes the books faster with fewer hands.

Practice Management AI

Realisation, utilisation, and engagement-margin dashboards. Forecasts capacity. Spots scope creep early.

How Xamun delivers

From intelligence to production in weeks. Built as your IP, not someone else's SaaS lock-in.

XI Identifies

Benchmarks your engagement-economics, leverage ratio, and outcome posture against AI-augmented leaders. Maps the highest-impact AI plays first.

Factory Builds

AI co-pilots, outcome platforms, and proprietary knowledge engines — integrated with your existing systems. Owned by you. Migratable. Defensible IP.

Timeline

Intelligence assessment in 2 weeks. First module live in 6-8 weeks. Full stack across one practice within 12 weeks. Outcomes tracked from Day 1.

Reposition before commodity compliance work prices you out

Book a discovery call to map where AI can lift realisation, free your seniors for advisory, and reposition your firm from compliance shop to advisory practice.

Book a Discovery →

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