Low EffortEasier for people.
Better for business.
← Back to Low Effort for Claims
The Claims Effort Calculator

How much of your team’s time does a claim consume — and how much of it moves nothing?

Five numbers about how a claim actually runs — not how the queue looks. You get the effort a single claim takes, what that costs a year, and the share of it that is failure demand: touchpoints that leave the claim exactly where it was. Every formula shown, every public benchmark cited, and where none exists the page says so.

No form, no sign-up to see your numbers — the maths runs in your browser and nothing you type leaves it. If you want the one-page PDF, we ask for a work email to send it to.

Your five numbers

Start with one segment — a windscreen and a bodily-injury claim have nothing in common except the word “claim”. The fields open on an illustrative mid-size motor operation; overwrite them with your own. Rough figures are fine.

No published benchmark exists. A McKinsey-attributed rule of thumb puts a motor claim at 5–7 customer contacts, unverified and customer-side only. LexisNexis (2024) finds the number of people and touches is the second-strongest driver of claims satisfaction after time to settle — and still doesn’t count them. If you don’t know yours: contacts a week ÷ notifications a week is a rough proxy that inherits every flaw of counting by the week.
ContactBabel 2024: UK inbound calls average ~7 min talk plus ~12% wrap — about 7½ minutes handled. 8 is a round, conservative default.
30%
Which?, Feb 2025 (3,322 UK claimants): almost half met at least one problem, one in five had to chase, 21% had to repeat information. ContactBabel: 21% of UK inbound calls involve repeating something. Hi Marley (US): claims with proactive updates raise inbound questions 19% of the time, without them 60%. Nobody publishes an insurance-wide share; backlogged teams run high.
Two optional numbers, if you have them
Fixed assumptions — stated, not hidden £42,000 fully-loaded cost per handler per year (UK bases £23–32k, loaded £31–45k — a derived range, not a published one) · 22.8 productive hours per handler per week (37.5 contracted after holiday, absence, breaks, training, admin; UK contact-centre norm 19–23) · that is £35 per productive hour. Cross-check: ContactBabel’s fully-costed £5.58 per inbound call at 7½ minutes is £45 an hour. Card 2 shows both routes.

Your numbers

What it adds up to

Four cards, one argument: what one claim costs your team, what that is a year, what the dashboard sees, and how much of the team works on failure demand. Change a number above and everything below moves.

1 · What one claim costs your team

—

—of those minutes move the claim nowhere
—days between touchpoints, on average

Effort is a property of the claim, not of the queue. Six touchpoints on a 40-day claim is one a week; ten on a year-long claim is one every five weeks. Between them the file waits, and the customer, the repairer and the solicitor wait with it. LexisNexis 2024: after time to settle, the number of people and touches is the strongest driver of dissatisfaction.

2 · What that costs a year — two ways of counting

—

—a year on touchpoints that move nothing
—full-time handlers, at the productive-hours rate

Draft estimate — to be checked against your own data

Two independent routes: your handler cost per productive hour, and ContactBabel’s UK cost per inbound call. If they land in the same range, the order of magnitude is right whatever you think of either assumption. Not all failure demand goes when the work is redesigned; in the case below, two-thirds did.

3 · What the dashboard sees — and what it doesn’t

—

Add the number your MI reports (optional field, left) and this card compares it with the journey you just described.

Task queues can all read green while a claim sits between them for months. A work-in-hand figure measures how long the team would take to empty its trays; the claim doesn’t live in the trays. FCA data won’t settle this for you: it publishes claims cost as a share of premium (motor 54%, home 46%, 2024), not days.

4 · How much of the team works on failure demand

—

Add your headcount (optional field, left) and this card puts the failure-demand hours next to the people who absorb them.

This is the number a board can act on. It says nothing about what happens to the capacity if the failure demand goes — that is the redesign question — only how much of what you pay for today is spent standing still.

How to read the numbers

Each card is one step in the same argument. None of them needs a model you cannot check by hand.

Effort lives in the claim, not in the queue

Weekly contact volumes look like a capacity problem. Touchpoints per claim look like a design problem. Same phone calls, different picture. The claim is the unit — open or closed, customer or repairer or solicitor, a touch is a touch and it costs the same eight minutes.

Between touchpoints, the claim waits

Divide the journey by the touchpoints and you get the average silence. That silence is what the customer experiences, what generates the chasing, and what no work-in-hand figure measures. Fewer touches in less time is what a well-designed claim looks like — not more touches, faster.

Failure demand is the share you can argue about

Nobody publishes an insurance-wide figure, so the slider is yours. What we know: one in five UK claimants had to chase, a fifth had to repeat themselves, and proactive contact cuts inbound questions by two-thirds. What the number does not decide is how much of it goes when the work is redesigned; that is worked out on your figures, when we talk.

What this page deliberately leaves out — each depends on inputs that are easy to misread from memory, so they are worked through together, on your real figures, when you bring me the problem.

  • Where the touchpoints sitWhich of the ten are first-notification, which are the repairer, which are the same customer asking the same question. The redesign starts from that map, not from the total.
  • Segment mixMarten damage and a total-loss third-party injury claim run on different clocks. This page takes one segment at a time; when we talk, they go side by side.
  • What sits on topPhone-queue effects, Ombudsman case fees (£680 a case, 2026/27), renewal exposure, indemnity leakage on aged claims. Each pushes the figure up.
what changing the design did — one insurer, 90 days
−44%touches per claim
508→35end-to-end days, cut by more than 10×
2.8×productivity, same headcount
−66%failure demand, cut by two-thirds
−30%backlog, within eight weeks

One of the world’s largest insurers. Alongside the headline figures: a 73% shorter payment lifecycle end to end, and no extra spend on tech, AI or headcount. Built on the Theory of Constraints and the ONE Thing Focusing Cycle. Case studies are illustrative, relate to specific circumstances and do not guarantee similar results.

What the public data can and cannot tell you

Well documented: what a contact costs (ContactBabel), how often UK claimants have to chase (Which?), how long a UK motor injury claim takes (Official Injury Claim portal, 378 days), US repair and property cycle times (J.D. Power). Not documented anywhere public: manual touchpoints per claim by line, UK motor-damage or home cycle time by peril, cost of handling per claim, first-time-resolution rates. Your figures on this page are, for now, the only ones in the room. Where a default here is a rule of thumb rather than a measurement, it says so.

Bring me the problem behind these numbers

We will spend 30 minutes looking at what is happening, what might be causing it and where I would start looking. No slides. No pitch.

If your backlog isn’t a design problem, you’ll be told that plainly.

Take the summary with you — as a PDF to your inbox, or straight to the printer.

Bring me your problem →

The other half of the picture. This page prices the effort inside a claim. The Claims Backlog Scorecard diagnoses how it got there — fifteen questions about how claims actually move through your operation, a score out of 100 and your reading on each of the five levers behind it, so you can see which one to fix first. Under five minutes, free, and the score is yours either way.

Get my Low Effort Score →

Sources and method

Effort per claim = touchpoints × minutes per touchpoint; failure demand = your share of that; effort per year = × claims per year; FTE = hours ÷ (22.8 productive hours × 52); cost = FTE × £42,000. Cross-check = touchpoints × claims × £5.58. Days between touchpoints = days end to end ÷ touchpoints. Cost per contact and handling time: ContactBabel, UK Contact Centre Decision-Makers’ Guide 2024 (225 UK organisations) — mean fully-costed inbound call £5.58, ~7 min talk plus ~12% wrap. Chasing and repeat contact: Which?, February 2025 survey of 3,322 UK home, travel, car and pet claimants; ContactBabel 2023-24; Hi Marley (US, 380,000+ messages, 125+ carriers — vendor data). Touchpoints: McKinsey-attributed 5–7 contacts per auto claim (illustrative, no published sample); LexisNexis Risk Solutions, U.S. Auto Insurance Trends, June 2024. Cycle times: Official Injury Claim portal / MoJ, England & Wales RTA injury claims under £5,000, Oct–Dec 2025 release (378 days submission to settlement); J.D. Power 2025 U.S. Auto Claims Satisfaction Study (repairable cycle 19.3 days, 9,455 customers) and 2026 U.S. Property Claims Satisfaction Study (29.6 days to finished repairs, 40.7 days to final payment, 5,093 customers); German motor: 4–6 week insurer review period, case-law norm, not a published mean. Claims cost ratios: FCA General Insurance Value Measures 2024 (motor 54%, home 46% of premium). Handler cost: Glassdoor, PayScale and Reed advertised UK claims-handler pay 2024-25 (£23–32k base); £31–45k loaded is a standard on-cost multiple, not a published figure. Failure demand as a term: John Seddon / Vanguard. Effortless Experience framing: Dixon, Freeman & Toman. U.S. and vendor figures are labelled as such throughout; the direction travels, the absolute numbers do not.
This calculator provides general estimates for business and educational purposes only, based on the figures you enter and the stated assumptions. It is not financial, legal, actuarial or other regulated advice, and results are not a projection of any specific outcome. © 2026 Descartes Consulting Limited. Registered in Scotland, SC787331.

© 2026 Descartes Consulting Limited. All rights reserved.

Registered in Scotland under company number SC787331.

Registered office: The Old Station Cowdenburn, Lamancha, West Linton, Borders, Scotland, EH46 7BD.

Descartes Consulting Limited and service providers, including Calendly, process information needed to manage appointments. Do not submit sensitive, financial, medical, pension or other confidential information through booking forms. All content is for general business and educational purposes only and is not legal, financial, pension, tax, actuarial or other regulated advice. Results are not guaranteed, and viewing, booking or contacting us does not create a consulting relationship. Where disclosed, content may be sponsored or contain affiliate links, and we may receive payment, benefits or commission at no extra cost to you. This does not guarantee suitability, and views expressed remain our own. Case studies are illustrative, relate to specific circumstances and do not guarantee similar results. Figures should be read with the stated methodology, period, baseline, conditions and verification status and may not be independently audited.