Pricing and pilot

Each service is priced by a unit. Tell us the task and the volume, and we send a written estimate. Final prices are set in writing after scoping.

Get an estimate

Pricing at a glance

Price basis
Per unit
Per image, per item, per audio hour or per expert hour, depending on the service
Estimate
Within 1 business day
In writing. You do not need to send any data
Pilot
Fixed price
A batch of your real task, with acceptance criteria agreed in writing
Invoicing
In USD
One UK company, one contract

Get an estimate

Five short steps. You do not need to send any data.

What would you like?

A written estimate within 1 business day.¹

What do you need?

Choose one or more.

Which languages?

Choose all that apply.

For example, medical images or LiDAR
Name the dialect or variety, and the region if it matters.

We confirm a language only once vetted speakers are in place.

How much data?

An approximate band is enough. Choose Not sure if you do not know.

Medical annotationimages
Expert annotationitems
Speech transcriptionaudio hours
Text annotationitems
Image and videoimages or video minutes
LiDAR and 3Dframes
Data collectionrecorded hours
When, and what kind of data?
When do you need to start?
A date or a week is enough.
Will the data include personal data?

Names, voices, faces and patient images count. Not sure is a normal answer.

Where should we send it?
We reply here.
Universities and research groups are welcome.
Task, tool, quality targets or questions. Please do not paste confidential data. Up to 2,000 characters.

A written estimate within 1 business day.¹ We use these details to reply to your request and to prepare an estimate or scope. We keep requests for 2 years. We do not add you to a mailing list. See our privacy notice.

¹ Business days are Monday to Friday, UK time, excluding public holidays in England and Wales.

Price basis by service

Medical annotation
Per image or per expert hour
Expert annotation
Per item or per expert hour
Speech transcription
Per audio hour
Text annotation
Per item or per 1,000 words
Image and video
Per image, per object or per video minute
LiDAR and 3D
Per frame or per cuboid
Data collection
Per recorded hour or per speaker

Prices are quoted in US dollars, excluding VAT or other taxes where they apply.

All services

What moves the price

  • Audio or image qualityIn speech, also the number of speakers and how much they overlap.
  • Dialect and domainFor example the Arabic dialect, or the modality of a medical image.
  • Labelling detailFor example the number of labels per image, timestamp detail, or verbatim or clean style.
  • Review depthFor example a double-labelled or double-reviewed sample.
  • TurnaroundYour start date and the deadline for the full delivery.
  • VolumeAn approximate band is enough for an estimate.

What is included

  • Your project lead, Khaled ZeroukiOne project lead: the founder.
  • Guideline draftingWe write or adapt the guideline with you.
  • Calibration batchA short batch to settle edge cases before production.
  • QA reviewQA reviewers check every batch.
  • Delivery notesEach delivery lists guideline changes.
  • QA reportWith each delivery: results against the agreed targets.

Pilot or sample batch

Two ways to see results on your own data before you commit to volume.

PilotSample batch
What it is forOne batch of your real task, measured against acceptance criteria agreed in writing before work starts. After the pilot, we confirm the production price in writing.A batch of your own data, returned with a QA report. The report is a real one, so you can see our work before you commit.
PriceFixed price, set in advance.Terms are agreed for each project before work starts.Free of charge.
What you receiveLabelled data, delivery notes and a QA report.Your batch and a QA report: sample size, results against agreed targets, error types and adjudication notes.
When to choose itStep 3 of the five engagement steps, after scoping and the calibration batch.On request. Ask for it in your project brief.Before the pilot, or in place of it.
How to startScope a pilotRequest a sample batch

In-house team or Morvio

Both can work. Here is where the effort goes.

Building an in-house teamWorking with Morvio
Native speakers per dialectYou source, test and contract each personWe recruit and vet per dialect and domain
Guidelines and calibrationYour staff write and maintain themWe draft them with you and calibrate before production
Quality measurementYou design review layers, metrics and reportsA written method, targets agreed per project, a QA report with each delivery
ToolsYou select, set up and maintain themWe work in your tools or in widely used open-source ones
Contracts and paymentsOne contract and payment per annotatorOne UK company, one contract, invoices in USD
Changing volumeHiring and notice periodsWe grow the team to your volume and deadline
Day-to-day controlDirect, over every annotatorYou set the guideline and acceptance criteria. Our team leader runs the daily work, and you receive updates daily or weekly, as agreed
AccountabilitySpread across your teamOne project lead: the founder, Khaled Zerouki

Questions

Do you work in our annotation tool?

Yes. We work in your tools, or in widely used open-source ones. You keep your tool and your data setup.

Can we see your work before we commit?

Yes. A sample batch of your own data comes back with a real QA report, or you can start with a fixed-price pilot. Client work stays under NDA.

How much volume can you take on?

Large projects welcome. We grow the team to your volume and deadline, recruiting and vetting native speakers and specialists for each project. If a deadline is not realistic, we tell you on the call.

How do you price, and how do we pay?

By unit: per audio hour, per item, per image or per expert hour, depending on the task. Final prices are set in writing after scoping. Morvio Ltd invoices in USD.

Are you a registered company?

Yes. Morvio Ltd is a private company limited by shares, registered in England & Wales, company no. 17567088. The record is public on Companies House.

View on Companies House
More questions (3)
Which Arabic dialects do you cover?

We recruit native speakers per dialect. Arabic dialects are confirmed per project, with a calibration batch before any volume.

Can you work in languages other than Arabic?

Need another language? We recruit and vet native speakers of European and Asian languages for your project. We confirm a language only once vetted speakers are in place, and you see a calibration batch in that language before any volume.

How do you measure quality?

Each task has its own metric:

  • word error rate (WER) for transcripts;
  • agreement between annotators for labels;
  • overlap (IoU) for boxes and cuboids.

We agree targets before the pilot and report against them in every QA report.

Discuss your project

Two ways to start. Both reach Khaled Zerouki.

Book a call. Pick a time in your own time zone.

Book a call

Scope a pilot. A fixed-price batch of your real task, with acceptance criteria agreed in writing.

Scope a pilot

We reply within 1 business day.¹ NDA on request. We can plan and price your project without seeing your data.

¹ Business days are Monday to Friday, UK time, excluding public holidays in England and Wales.