HVAC & Facility Management · HVAC, FM, MEP & AMC
Job-Card-to-Invoice Reconciliation Agent Completed job cards, chargeable variations and out-of-scope works are never converted into invoices. Billing lags delivery by thirty to sixty days and nobody can say with confidence what has been done but not billed.
Unbilled work recovered per quarter Payback 4-6 weeks
Healthcare · Clinics & Dental
Claims Integrity & Pre-Authorisation Agent Claims are submitted with coding, eligibility or documentation gaps and come back rejected. Resubmission is manual, unowned and frequently abandoned once the claim ages past the point where anyone remembers it.
First-pass claim acceptance 76% to 95% Payback 4-7 weeks
Construction · Construction & Contracting
Progress Verification & Pay-App Agent Progress is tracked manually and subjectively, so payment applications become an argument. Subcontractor applications are certified against opinion rather than measured work, and the main contractor's own application to the employer stalls.
Days to cash 62 to 34 Payback 8-12 weeks
FMCG · FMCG & Consumer Goods
Deductions & Claims Agent Customer deductions and trade claims are settled slowly and disputed poorly. Invalid claims are paid because validating them costs more time than the claim is worth.
Deduction days outstanding 74 to 38 Payback 5-8 weeks
Trading, Retail & E-Commerce · Financial Trading (Stocks, Bonds & Derivatives)
Reconciliation & Break Resolution Agent Positions, PnL and settlement are reconciled across brokers, custodians and internal books by hand. Breaks are found late and chased across counterparties by email.
Aged breaks down 82% Payback 5-8 weeks
Sports, Fitness & Wellness · Gym & Fitness
Payment Recovery & Dunning Agent Failed direct debits and expired cards silently cancel memberships. Recovery is a manual list nobody works, and the member often does not even know their payment failed.
Failed payments recovered 34% to 71% Payback 2-3 weeks
Investment & Funds · Fund Management & Administration
Valuation & Audit Support Agent Quarterly valuations require comparable company sets refreshed, multiples updated and the valuation memo rewritten, then defended to the auditor with the working papers rebuilt from scratch.
Valuation cycle 24 days to 8 days Payback 6-9 weeks
Logistics & Supply Chain · Freight Forwarding & 3PL
Job Cost & Carrier Invoice Audit Agent Carrier, port, trucking and customs invoices arrive in dozens of formats and are matched to jobs manually. Overbilling and duplicate charges slip through and jobs close with unknown margin.
Recovered overbilling 0.3% to 2.6% of freight spend Payback 6-10 weeks
Import & Export · Import & Export Businesses
Intercompany & Multi-Currency Reconciliation Agent Trading through free zone, onshore and overseas entities creates intercompany invoices, transfer pricing documentation and multi-currency reconciliations that consume the close.
Intercompany close 9 days to 2 days Payback 6-9 weeks
Trading, Retail & E-Commerce · Distribution & Wholesale
Trade Credit & Collections Agent Thousands of small retailers on credit terms, collections managed by sales reps with cash, cheques and post-dated cheques, and no view of who is about to default.
DSO 74 days to 49 days Payback 5-8 weeks
Professional Services · Legal Firms
Time Capture & Billing Realisation Agent Lawyers reconstruct time at month end, narratives are rejected by clients, and write-offs happen silently at the billing review.
Captured hours +11% per lawyer Payback 5-7 weeks
Professional Services · Recruitment Firms
Contractor Timesheet, Payroll & Invoicing Agent Contract and outsourced staff submit timesheets that must be approved, paid and billed to clients with margin tracked per placement.
Time-to-invoice 12 days to 2 days Payback 4-6 weeks
Professional Services · Accounting & Tax Firms
Multi-Client Bookkeeping & VAT Agent Each client's bookkeeping is done by hand from documents that arrive late by WhatsApp and email. VAT returns are prepared under deadline pressure with reconciliations skipped.
Hours per client down 55% Payback 4-6 weeks
Healthcare · Hospitals
Claims Scrubbing, Denial & Appeal Agent Claims are submitted with coding gaps and missing pre-authorisations. Denials are worked weeks later by a team that cannot keep up, and many are never appealed.
Denial rate 17% to 6% Payback 6-10 weeks
Investment & Funds · Fund Management & Administration
Fund Accounting, NAV & Capital Call Agent NAV calculations, capital calls, distributions and investor allocations are prepared in spreadsheets with manual checks. Errors surface after investors are notified.
NAV preparation 8 days to 2 days Payback 8-10 weeks
Government · Municipal & Citizen Services
Fee Reconciliation & Recovery Agent Fees, fines and rents are collected across channels and reconciled manually. Outstanding amounts are chased sporadically and revenue leakage is unquantified.
Outstanding fees recovered +22% Payback 6-8 weeks
Education · Schools
Fee Billing, Reminders & Collection Agent Fee invoices, instalment plans, reminders and cheque handling are managed by the finance office with parents chased by phone. Arrears build up across the year.
On-time collection 71% to 90% Payback 4-6 weeks
Financial Services · Insurance
Broker Statement & Commission Reconciliation Agent Broker bordereaux and statements arrive monthly in every format imaginable. Premiums, commissions and claims recoveries are reconciled in spreadsheets, and reinsurance statements lag a quarter behind.
Broker reconciliation 12 days to 2 days Payback 5-8 weeks
Rent a Car · Rent a Car & Leasing
Traffic Fine, Toll & Damage Recharge Agent Traffic fines, Salik or toll charges and damage found on return are matched to renters manually weeks later. Many are never recovered or are disputed by customers.
Recovery rate 61% to 94% Payback 4-6 weeks
Corporate Services · Visa & PRO Services
Government Fee Reconciliation & Disbursement Billing Agent PROs pay government fees from float accounts and cards, receipts are matched to clients weeks later, and disbursements are under-billed or disputed.
Unbilled disbursements recovered 4% of revenue Payback 4-6 weeks
Repair & Cleaning · Repair & Maintenance Services
Job Invoicing & Collection Agent Invoices are raised days after the job from technician notes, B2B customers such as property managers are chased by phone, and cash and card receipts are reconciled monthly.
Invoice same day for 98% of jobs Payback 3-4 weeks
Media & Communications · Media, PR & Creative Agencies
Retainer, Scope & Production Billing Agent Retainer hours, out-of-scope work and third-party production costs live in timesheets nobody completes. Billing is a month-end argument with every client.
Unbilled overservicing down 60% Payback 5-8 weeks
Travel & Tourism · Tours, Activities & Experiences
OTA Reconciliation & Payout Agent Bookings arrive from five OTAs, each with its own commissions, cancellation rules and payout cycles. Reconciling what was earned against what was paid is a monthly archaeology project.
Channel reconciliation 10 days to 1 day Payback 4-7 weeks
Automotive · Aftersales, Service & Parts
Warranty & Recall Claims Agent Warranty claims bounce for coding errors and missing photos, recall campaigns stall at contact lists, and the distributor’s rejection letters pile up unanswered.
Claim approval 71% to 93% Payback 5-8 weeks
Aviation & Airlines · Airlines & Air Cargo
Cargo Revenue & Rate Integrity Agent Cargo quotes ignore the rate sheet, AWB charges are under-collected, and interline and GSA settlements are reconciled quarters later, if ever.
Cargo leakage down 60-80% Payback 6-10 weeks
HVAC & Facility Management · Road & Public Area Cleaning
Municipal KPI, Evidence & Billing Agent Municipal contracts pay against KPIs and penalise misses, but the evidence lives in scattered phone photos. Monthly claims are assembled in a panic and disputed for weeks.
Penalties down 80% Payback 5-8 weeks
High-Tech & IT · IT Services, MSPs & Integrators
License, Renewal & Vendor Margin Agent Hundreds of client licenses and vendor agreements renew on their own schedules. Missed renewals become emergency quotes; vendor price changes silently eat resale margin.
On-time renewal quotes 54% to 97% Payback 4-7 weeks
