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Benchmark 04 · AI workflows

Document processing & straight-through benchmark

How much of your intake is still read and re-keyed by hand? We measure cost per document, straight-through rate, field accuracy and turnaround across your intake workflows: claims, KYC, orders, contracts or onboarding.

Get your free snapshot Industry report · $199
The market reference

What the market looks like.

20–40%Reduction in customer onboarding costs from AI-led domain transformations in insurance (McKinsey)1
£60MSaved by Aviva in 2024 after transforming motor claims with 80+ AI models1
33.8%Projected annual growth of the intelligent document processing market2
KPIMarket referenceTop performers / noteSource
Onboarding cost reduction (AI-led domains)20–40%—1
Agent productivity uplift (insurance)10–20%—1
Complex liability assessment time (Aviva)−23 days—1
IDP market size 2025USD 3.0BUSD 29.7B by 20332

Document-heavy teams scale by hiring, so cost grows in line with volume. Grand View Research values intelligent document processing at USD 3.0 billion in 2025, growing 33.8% a year to 20332, led by banking, financial services and insurance.

Who it’s for

Is this benchmark for you?

Industries

Financial services & insurance · Logistics & transport · Construction & real estate · Healthcare · Professional services

Buyer

COO, CFO & operations · CIO, CTO & IT

Company profile

Document-heavy teams of 3+

You need it if…

  • Staff read PDFs and re-key fields into a core system
  • Missing information causes back-and-forth with senders
  • Intake headcount grows with volume
Why it pays · by sector and role

What the report is worth to your sector and your role.

The report prices the labour in every document for five sectors, using each sector's reference role, and shows where to start. Figures below are taken from the report (chapters 11–16).

SectorReference roleLoaded cost an hourAnnual value, before software costWhere to start
Financial services & insuranceClaims clerk$36.3$291,000Claims intake classification, ID checks, statement tables; keep decisions human
Logistics, freight & tradeFreight agent$39.3$315,000Cross-document checks and freight invoice audit, electronic documents first
Construction & real estateBookkeeping clerk$36.8$294,000Pay applications against the schedule of values, insurance certificate and waiver expiry, lease registers
HealthcareMedical records specialist$39.0$312,000Completeness at intake, appeal packs, remittance matching
Professional servicesParalegal$47.9$383,000Contract registers, client onboarding, receipts and expenses

Market research model · based on published benchmarks. Reference role = the occupation the report uses to price each sector's document work. Loaded cost an hour = mean US wage (BLS OEWS, May 2025) divided by the wage share of total compensation (BLS ECEC, 70%). Annual value = 10,000 documents a month moving from 30% to 70% straight-through at 10 handling minutes a document, which frees about 3.8 FTE (8,000 hours a year); hours freed are priced at the loaded rate and become cash only if redeployed or not hired. The where-to-start column is NEWMIND analysis, not a measured outcome.

For the CFO: cost you can take to the budget

  • Ten minutes of keying costs about $4.96 in loaded labour; machine reading of a 3-page document costs $0.0045 at list price
  • At a 30% straight-through rate, human review is 92% of the automated cost per document: every ten points of straight-through is worth more than any list-price difference
  • Value at three volumes: 0.8 FTE ($58,100) at 2,000 claims documents a month, 3.8 FTE ($291,000) at 10,000, 19.2 FTE ($1.45 million) at 50,000
  • Reference grids of yearly handling cost by role and automated cost per document
  • A business case worksheet and build-or-buy guidance

For the COO: productivity you can run

  • Straight-through rate as the lever to run, and how to measure it on your own documents
  • Six document-type playbooks and a field schema to write before any tool is chosen
  • Baseline time study, exception log and weekly accuracy sample to run the floor
  • Tool bake-off scorecard and vendor questions for the selection
  • A first-90-days plan, a twelve-month roadmap and a KPI tracker
The benchmark

What we measure. What you get.

What we measure

  • Documents per month by type and channel
  • Cost per document and minutes of handling
  • Straight-through rate and field-level accuracy
  • Turnaround time and rework rate
  • Missing-information requests and their delay

What you receive

  • Your intake cost vs the reference ranges
  • Straight-through potential per document type
  • Field schema and validation rules needed
  • Build-or-buy comparison of IDP options with costs
Typical turnaround: 2–4 weeksService: AI workflowsFree snapshot: availableRelated workflow: Document intake & extraction →
Industry report · Edition 1 · $199

Document Processing & Straight-Through Benchmark 2026.

The full study behind this page: cost per document manual and automated, straight-through rate, five sector deep dives with their reference roles, six document-type playbooks and the worksheets to price your own gap.

What’s included

101pages
52chapters
45cited sources
10tools & templates

Tools you can use straight away

  • Self-assessment: KPI sheet and scoring worksheet
  • Scenario tables by role
  • Reference grids: yearly handling cost by role, automated cost per document
  • Baseline time study
  • Field schema
  • Exception log
  • Tool bake-off scorecard and vendor questions
  • Business case
  • Weekly accuracy sample
  • Twelve-month KPI tracker and action plan

About this edition: built from published research and NEWMIND models. It does not yet include our own survey; Edition 2 adds survey data from decision-makers, free for Edition 1 buyers.

Reserve your copy · $199 Online checkout opens soon. Reserve now and we email you the payment link; nothing is charged today.

Contents

  1. 01About this editionp. 4
  2. 02Executive summaryp. 6
  3. 03Market context: intelligent document processingp. 8
  4. 04Adoption: how many firms use AI on documentsp. 11
  5. 05E-invoicing: how much arrives machine-readablep. 13
  6. 06Definitions and methodp. 15
  7. 07Benchmark: cost per document, manual and automatedp. 17
  8. 08Benchmark: straight-through rates by document typep. 20
  9. 09AI and LLMs in document processingp. 22
  10. 10The cost-of-gap modelp. 24
  11. 11Sector deep dives: overviewp. 26
  12. 12Financial services and insurancep. 28
  13. 13Logistics, freight and tradep. 30
  14. 14Construction and real estatep. 32
  15. 15Healthcarep. 34
  16. 16Professional servicesp. 37
  17. 17Playbooks: overviewp. 39
  18. 18Playbook: supplier invoicesp. 40
  19. 19Playbook: insurance claimsp. 42
  20. 20Playbook: KYC and onboarding documentsp. 44
  21. 21Playbook: bills of lading and customs documentsp. 46
  22. 22Playbook: medical claims and prior authorizationp. 48
  23. 23Playbook: contractsp. 50
  24. 24Designing the field schemap. 52
  25. 25Human in the loopp. 54
  26. 26Build or buyp. 55
  27. 27Governance and riskp. 57
  28. 28Vendor landscapep. 58
  29. 29Regulation: EU and UKp. 60
  30. 30Regulation: United Statesp. 62
  31. 31The first 90 daysp. 64
  32. 32The 12-month roadmapp. 65
  33. 33Self-assessment: KPI sheetp. 66
  34. 34Self-assessment: scoring worksheetp. 67
  35. 35Scenario tables by rolep. 68
  36. 36Scenario tables: the first stepp. 72
  37. 37Reference grid: yearly handling cost by rolep. 76
  38. 38Reference grid: automated cost per documentp. 79
  39. 39Worksheet: baseline time studyp. 81
  40. 40Worksheet: field schemap. 84
  41. 41Worksheet: exception and missing-information logp. 86
  42. 42Worksheet: tool bake-off scorecardp. 88
  43. 43Worksheet: questions for vendorsp. 89
  44. 44Worksheet: business casep. 91
  45. 45Worksheet: regulatory checklistp. 92
  46. 46Worksheet: roles and ownershipp. 93
  47. 47Worksheet: weekly accuracy samplep. 94
  48. 48Worksheet: twelve-month KPI trackerp. 95
  49. 49Worksheet: action planp. 96
  50. 50Method and limitsp. 97
  51. 51Glossaryp. 98
  52. 52Sourcesp. 99
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Free sample · 19 pages

Read the first 19 pages free.

Cover, contents, the key findings, the IDP market, definitions and method, and cost per document, manual and automated. Tell us where to send it and download it straight away.

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Next step

Turn this benchmark into your custom workflow.

The benchmark shows where document processing stands against the market. NEWMIND PARTNERS designs, builds and runs the workflow that closes your gap, built around the systems you already use.

01

Feasibility audit

We measure your workflow on your data (read-only), then compare every solution on the market, off-the-shelf or custom.

02

Design

The workflow that fits your systems, suppliers and approval rules, with a human checkpoint on every decision that matters.

03

Build and run

Senior engineers build it, connect it to the tools you already use and run it in production with an audit trail.

04

Prove it

Baseline on day one, then the change in cost, hours and cash, reported every month.

Start with a feasibility audit

Find out what your workflow really costs, which solution fits best, and the business case to back it. No commitment.

How it works

Four steps. No disruption.

01

Intake call

30 minutes with a senior engineer to agree scope, KPIs and the data we need.

02

Data, read-only

Exports or read-only access to the systems involved. Nothing is changed.

03

Analysis

Your numbers placed against the published market references, KPI by KPI.

04

Readout

Your position, the cost gap in dollars and a costed roadmap to close it.

Reports & custom benchmarks

Questions or a custom benchmark?

Ask the team about the document processing report, or request a custom benchmark on your own data.

  • Your intake cost vs the reference ranges
  • Straight-through potential per document type
  • Field schema and validation rules needed
Your details are used only to prepare your benchmark. A senior engineer replies, not a sales rep.
Thank you. We have your request and will be in touch by email.

Sources

  1. 1
  2. 2
    Grand View Research, Intelligent Document Processing Market Report (USD 3.0B 2025 → USD 29.7B 2033, 33.8% CAGR). grandviewresearch.com/industry-analysis/intelligent-document-processing-market-report