UX design and research

Take the effort out of the flows your customers use most

Your product works. The people using it still spend more effort than they need to on the few flows your business runs through. We find where that effort sits, remove it, and then check the build against the specification and fix what drifted. Start with one flow, in weeks, for a fixed number.

Scope one task flow

What comes back is a written scope, a number for it, and the short list of things that would change that number. In writing, not a discovery call.

How we handle what you send is set out in our privacy notice.

About half the people who start a form never finish it

Zuko Analytics watched 93,022,997 form sessions across 17 industry categories in 2025. One thing to be plain about: that is total abandonment. Zuko does not break out why anyone left. None of it is attributed to design, and we are not going to claim it is.

Show data table
Out of every 100 people who viewed the form, how many finished it and how many left. The phone column is the one worth staring at.
Dimension Completed the form Left without finishing
All industries 51.71% 48.29%
On a computer 54.48% 45.52%
On a phone 47.53% 52.47%
Financial services 58.38% 41.62%
Insurance 55.81% 44.19%
Figure Out of every 100 people who viewed the form, how many finished it and how many left. The phone column is the one worth staring at. Zuko Analytics, 2025 industry form conversion benchmarking, 93,022,997 form sessions, zuko.io/benchmarking/industry-benchmarking

People who found it hard do not come back

CEB built the Customer Effort Score and was later bought by Gartner. Across more than 75,000 customers over three years, 96 percent of the people who had a high-effort experience went on to be more disloyal. In a separate test in the same programme, effort predicted loyalty 1.8 times better than a satisfaction score and twice as well as a recommendation score.

Show data table
Share of customers who became more disloyal afterwards, by how much effort the experience cost them.
Item Share who became more disloyal
After a high-effort experience 96%
After a low-effort experience 9%
Figure Share of customers who became more disloyal afterwards, by how much effort the experience cost them. CEB Customer Contact Council, Customer Effort Score programme, more than 75,000 B2C and B2B customers
How the work runs
The money is in removing bad effort, not in polish22% against 2%

22%

Moving from 1 to 5

2%

Moving from 5 to 7

Almost all of the return sits in the first move, from bad to good. There is a second half to this that most people selling design leave out. Baymard Institute finds that 42 percent of people who abandon a cart were browsing or were not ready to buy. Baymard does not state a sample or a year on the page where it publishes that, so treat it as a direction rather than a measurement. No interface reaches them. We do not count them in what we promise. If someone quotes you a recoverable revenue figure that includes them, ask which share of it is browsing.

The money is in removing bad effort, not in polish (Loyalty lift)
OptionLoyalty lift
Moving from 1 to 522%
Moving from 5 to 72%

Source: Baymard Institute cart abandonment list, the 42% figure. Headline ratio: CEB CES 2.0 programme, nearly 50,000 customers.

Loyalty lift on the 7-point Customer Effort Score scale, nearly 50,000 customers. The 22% is the loyalty lift when a customer moves from 1 to 5, and the 2% is the loyalty lift when the same customer moves from 5 to 7.

Measurement is what separates a redesign that helps from one that hurts

Microsoft ran an experiment on Bing where the only thing that changed was three font colours. Task success improved and time to success improved. Two caveats we will say out loud: Microsoft keeps the exact definition of task success proprietary. Also, 10 million dollars is annualised revenue, not measured profit.

What a measured change looks like

3font colours changed, nothing else

Kohavi, Deng, Longbotham, Xu, KDD 2014

10M+US dollars, annualised revenue, Microsoft definition

Same paper, Microsoft and Bing

32,000,000users in the replication run

Same paper, run because the first result looked implausible

What removing it costs

The cost curve our category quotes, and what the measurements say

Somebody has shown you the chart where a problem caught late costs a hundred times what it costs caught early. We are not going to use it. Nearly every citation traces to Boehm in 1981. The book rests on four studies from the late 1970s. Their data points were never published. The 30x version gets attributed to NIST. The chart shows what that same report actually measured. Menzies, Nichols, Shull and Layman went looking for the effect across 171 projects and 47,376 defect logs. They did not find it. Those were TSP projects, which front-load reviews. So the result may not generalise. Fixing a flow before it is built is still cheaper. It is cheaper by an amount nobody has credibly measured. We would rather say that than quote a number at you.

Show data table
Both numbers come from the same document. The 30x is the table everyone cites; inside the report it is labelled Example Only. The 5x is what the contractor actually recorded in hours, two hours at requirements against ten hours after release, on an effectively four-respondent sample.
Item Cost of fixing it at requirements against after release
Cited as 30 x
Measured in hours 5 x
Figure Both numbers come from the same document. The 30x is the table everyone cites; inside the report it is labelled Example Only. The 5x is what the contractor actually recorded in hours, two hours at requirements against ten hours after release, on an effectively four-respondent sample. RTI and NIST Planning Report 02-3

What this costs, and what moves the number

The three shapes this work comes in, and the terms that go with them
Shape or termWhat it covers
One task flowA single named flow, bounded in weeks. Research with real participants. The current flow mapped, with the drop-out points marked. The redesigned flow. A specification your software engineers can build from. The smallest thing worth buying, and the one to start with if you have been burned before. The conformance pass is included. We come back for it once the flow is live.
The flows that carry the businessThe two or three journeys your revenue actually runs through, done together so they stay consistent with each other. Ends in a build-ready specification: every state, every error, every empty case, in your existing components where you have them. The conformance pass is included here too, once each flow is live.
Alongside the buildThe same work running next to your delivery, plus the conformance pass. What is different here is timing. We are in the codebase while the code lands, so drift gets caught as it happens rather than after.
What moves the numberHow many distinct task flows are in scope. That is the main driver and you can count it yourself. Then: whether we can talk to your own users, or have to recruit strangers who resemble them. Whether a component set already exists. How many surfaces the flow has to work on. Whether we hand over and stop, or stay through implementation. Regulated and safety-critical work costs more, because the evidence bar is higher.
After you signThe number is fixed for the named scope. If the scope changes, we re-estimate it and agree it with you before the work happens.
For context, from other peopleNielsen Norman Group publishes that its consulting projects typically range from $40K to $200K USD, and Parallel publishes that its engagements typically start at $10k. Both read in August 2026. Ours depends on the scope above, which is why we would rather scope it than post a band.

Get a number for your scope

Answer these and we come back in writing. If the honest answer is that you should buy the smaller shape first, we will say that instead.

How we handle what you send is set out in our privacy notice.

How a UX design engagement runs, stage by stage
StageWhat happensFrom your side
Days 1 to 5What we read before we ask anyone anything. We go through your analytics, your support tickets and your session recordings. Then we agree the one number this flow has to move. You get the current flow drawn, with the drop-out points marked and the sample size behind each one.Access to analytics and support, and about two hours from whoever knows the flow best.
Weeks 2 to 3Sessions with real people, doing the real task. Moderated task-based sessions, 8 to 12 participants per flow. We recruit from your own users where you can introduce us. Where you cannot, we recruit against a screening definition you approve. Every session is recorded. We write up what people did, not what they said they liked.An introduction to your users if they are reachable, or a screening definition we can recruit against. Plus two to four hours across the fortnight.
Weeks 3 to 5Redesign, then specify it properly. We redesign the flow, then write it down: every state, every error, every empty case, in your existing components where they exist. Your software engineers get something they can build from without having to guess what happens next.One working session with the software engineer who will build it, before we finish. That way nothing in the specification is unbuildable in your stack.
After the buildConformance and fix. We walk the shipped flow against the specification, list every place it drifted, and fix the drift with your team.A build we can reach and a branch we can work on. This stage is in every shape. Tell us the flow has shipped and we schedule it.

We check what shipped against what was designed, and fix the drift

Here is the part that usually goes wrong, and you already know it if you have bought this before. The designs are approved and the software engineers start. The real decisions get made at the keyboard. Spacing, the error state nobody specified, loading behaviour, and whatever turned out to be expensive in your stack. What ships is a cousin of what was designed. Nobody is at fault and nobody is watching.

Whether anyone checks the shipped interface against the design, and fixes what drifted, is rarely something you can find out before you sign. Ours is below, in writing. Ask whoever else is bidding what happens to the design after handoff.

We commit to it, and here is exactly what the commitment is. On the flows named in your scope, after the build, we go through the shipped interface against the specification. We list every place it drifted. We fix those places with your team. We can do it because we are a software engineering firm. We are still in the codebase when the code lands.

What we are not promising is an outcome. Nobody can promise you that a number moves, and anyone who does is selling you something they cannot deliver. What we put in writing is the pass itself. You get the list of every place the build drifted, and the fixes we made with your team.

the software engineering team that builds what these flows become

Name one flow and we will tell you what checking it takes

One that ran

A European hyperlocal marketplace platform came to us with a shopping experience that lagged. Not broken, just heavy enough that people on cheap phones gave up partway through. We rebuilt the frontend around server-side rendering, proper state management and memory-optimised rendering. We stayed on it while the platform grew. The load time got faster on exactly the low-memory devices where it had been worst.

We name the shape of the client, never the client. That holds for every engagement we have, including the ones who would happily let us use their name.

1000+shops onboarded after the rebuild

Atyantik engagement record, anonymised

4+cities the platform expanded into

Atyantik engagement record, anonymised

50+enterprise engagements across 7 countries

Atyantik internal firm record

10+ yearsour longest active client engagement

Atyantik internal firm record

the work we have shipped for other product teams

When this is the wrong thing

  • You have a live product and a flow you can name. This is the case this work is built for. You do not need to arrive with the number already picked: agreeing the one number that flow has to move is the first thing we do together. The smallest piece of work is enough to tell you whether the rest is worth buying.

Where we are the wrong call

  • You have many surfaces that all have to stay consistent, and somebody has to keep them that way.

    Design systems

  • You need an audit or remediation against a named standard, or a conformance deliverable you can show someone.

    Accessibility

  • What to build is not settled yet, and the argument in the room is about the product rather than the interface.

    Discovery

  • Nothing is built yet, and there is no drop-out data to read and no flow to test.

    MVP

Design systems. That is a library, a set of rules and an owner, running for years. This work is about the flows themselves, which is a different job with a different end.

Accessibility. Designing around real task flows tends to produce an interface more people can complete. That is not the same as verifying conformance against a standard, and we will not let the two be confused on a page you might quote to a regulator.

Discovery. Redesigning a flow that should not exist is the most expensive way to find that out.

MVP. Build the first version, then come back with real behaviour to look at.

The questions we get asked before signing

How much does this cost, and why does the same job quote at $500 and at $5,000?
Scope does all of it. How many flows are in scope. Whether we can talk to your own users. How many surfaces they run on. Whether we stay through the build. Tell us those and you get a written number for that scope.
How long before I see something?
The first week. Before we talk to a single participant, you get your current flow drawn. The drop-out points are marked, with the sample size behind each one.
What exactly do you hand my software engineers?
A specification they can build from: every state, every error, every empty case, in your existing components. Then we walk the shipped build against it and fix what drifted, with your team.
How do I know this will not make things worse?
You do not, and neither do we. Teams report conversion falling after a redesign and staying down. No outcome is promised here. Real people try the flow before your software engineers build it. Then we check what shipped against what was specified.
How much time does this take from my team?
About two hours from whoever knows the flow best in week one. Two to four hours across the sessions fortnight. One working session with the software engineer who will build it, before we finish.
Can you start small?
Yes. One named flow, bounded in weeks, conformance pass included. Small enough to stop after, and enough to tell you whether the rest is worth buying.

Start with one flow

If the honest answer is that you should do something else first, or nothing at all, you get that instead. It is still free to ask.

The senior software engineer who replies to enquiries
Tirth BodawalaSenior software engineer
  • A written scope, a number and what would change it, not a deck
  • The people who reply are the people who do the work
  • You keep the specification and the design files we hand over
  • Start with one flow and stop there if you want to

How we handle what you send is set out in our privacy notice.