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📥 Custom datasets for AI/ML

AI data collection that feeds your models the right data.

A dedicated team sourcing and building diverse, high-quality datasets — image, text, audio, video and sensor data — tailored to your model and use case. For AI & ML teams in the USA, UK, Australia, Canada & UAE that need representative data at scale.

50M+Data points collected
4Modalities covered
16+ yrsData expertise
What you get

A dedicated data-collection team

  • Custom, diverse, representative data
  • Image, text, audio & video
  • Consent- & compliance-aware sourcing
  • Scale up or down · cancel anytime
Book a Free Consultation
The problem we solve

Your model can't learn from data you don't have

Sourcing enough diverse, representative, rights-cleared data is one of the hardest, slowest parts of building AI.

🗂️

Not enough data

Off-the-shelf datasets are too small, generic or biased for your specific use case.

🌐

Hard to source

Collecting niche, multilingual or real-world data at scale is slow and resource-heavy.

⚖️

Consent & rights risk

Using data without proper consent and licensing creates real legal and ethical risk.

Complete range of solutions

Every kind of data your model needs

Sourced, collected and organised to your specification, ready for preprocessing and annotation.

Image & video collectionReal-world, staged or sourced visual data
Speech & audio collectionMultilingual voice, accent & sound data
Text & document collectionDomain text, prompts & language data
Sensor & device dataIoT, GPS & structured signal data
Custom field collectionOn-location & crowd-sourced gathering
Consent & licensingRights-cleared, documented sourcing
Tools & technology

We work in proven, professional tools

The platforms and tools our specialists use to deliver reliable results.

PythonWeb crawlersCrowd platformsAWS S3Label StudioFFmpegPandasCustom apps
Our proven process

A clear, reliable way of working

Six simple steps so the work is accurate, consistent and delivered on time.

1

Define

Data types, volume & diversity targets.

2

Source plan

Channels, crowd & licensing approach.

3

Collect

Gather data to spec, at scale.

4

Clean

Remove duplicates & junk.

5

QA

Validate quality, diversity & consent.

6

Deliver

Organised datasets in your format.

Why Talk For Web

A partner you can rely on

Dependable delivery, real accountability and a team that treats your work as its own.

🏆

16+ years experience

A seasoned team that has supported 120+ clients and 500+ projects worldwide.

🎯

Accuracy-obsessed

Clear specs, validation and multi-step QA on every batch we deliver.

🔒

NDA-backed & secure

An NDA is signed before any access; secure, confidential handling throughout.

Built to scale

Ramp a trained, dedicated team up or down to match your workload.

🌍

Built for global teams

Working comfortably across USA, UK, AU, CA & UAE time zones.

🔁

Flexible & scalable

Scale up when busy, down when quiet — no long contracts.

★★★★★

"They sourced a diverse, multilingual speech dataset we simply could not build in-house — consented, organised and delivered on schedule. Our model accuracy jumped on real-world audio."

TM
Tomás MarínAI Product Lead · 🇪🇺 EU
Questions

AI Data Collection FAQs

Everything you might want to know before getting started.

What types of data can you collect? +
Image, video, speech and audio, text and documents, and sensor or device data — sourced from the web, crowdsourcing, on-location collection or custom channels, to your specification.
Do you handle consent and licensing? +
Yes. We collect rights-cleared data with documented consent and licensing where required, and follow your compliance and privacy rules throughout.
Can you collect niche or multilingual data? +
Absolutely. We specialise in hard-to-source data — specific domains, demographics, accents, languages and real-world conditions — using crowd and custom collection.
How do you ensure data quality and diversity? +
Through clear collection specs, de-duplication, and QA checks for quality, balance and representativeness, with reporting on coverage.
Is there a long-term contract? +
No. Work is billed monthly or per project and you can scale up, down or cancel anytime. An NDA is signed before any work begins.

Ready to build the dataset your model needs?

Book a free 30-minute consultation and we will scope a data-collection plan for your modality, volume and diversity targets. It pairs naturally with our data annotation and AI training data services.

📅 Book a Free Call