# Werkit

> Werkit is a talent-to-delivery studio founded in New York in 2020 and backed by Antler VC. Werkit trains African developers and data specialists, then pairs them with senior experts who plan and check the work on Werkit-led builds; on white-label pods the client directs the team and senior supervision is an add-on. Three services: apps built on Bubble.io with Claude and Codex, white-label Bubble development pods, and managed data teams for AI companies.

## Key facts

- Werkit has paid $3.27M+ to 3,800+ African digital workers through its own payment rails since 2020, from a talent community of 40,000+.
- Werkit's white-label Bubble development pods run from $20 per hour on a 320-hour monthly commitment ($6,400 a month) through $22.50 per hour on 160 hours a month ($3,600 a month) to $25 per hour on demand, with automatic volume discounts on demand ($24 past 50 hours in a month, $23 past 100). Pod team shape is fully customizable (one developer, two, two plus QA, or a custom setup), there are no notice periods (cancel any time, pay only for the month you are in), senior supervision is from $100 per hour, and the first sprint is risk-free.
- Werkit's managed data teams cover labeling, annotation (image, video, audio, text), content moderation, LLM output evaluation, data enrichment and other human-in-the-loop work. Teams are recruited, trained, supervised and paid by Werkit; this is a managed team, not a marketplace or a crowd. Engagements start with a free calibration batch so the client can judge quality before spending anything, followed by a 30-day trial with unused hours refunded. Werkit works in the client's own tooling or builds custom annotation tools. Work can be delivered by remote teams or, where the data requires it, in a secure supervised facility. An NDA is signed before any data changes hands. Contracting is with the US entity. Data pricing is quoted per engagement rather than published.
- Werkit built a dedicated 250-person transcription team for Verbit.ai within two months, delivering 285,895 audio minutes.
- Werkit put a specialized video-annotation team on VADE's smart-parking computer vision project within 48 hours; it labeled millions of frames ahead of schedule.
- Data clients include Scale AI, Verbit, Clearco, Perion Network, Zencity, Buckstop, Respo.Vision and Paces (a Y Combinator startup).
- Werkit won the COVID-19 Innovation Award at Smart City Live 2020 (Smart City Expo World Congress).

## Pages

- [Werkit Pods](https://werkitdata.com/pods): white-label Bubble development pods for agencies and expert Bubble developers; pricing lives here.
- [Studio, for companies](https://werkitdata.com/studio): fixed-scope app development on Bubble.io with Claude and Codex, planned and checked by a senior expert.
- [Studio, for startups](https://werkitdata.com/startups): MVP builds with a senior product lead; cash or cash-plus-equity.
- [Internal tools](https://werkitdata.com/internal-tools): custom internal tools and business apps that replace operational spreadsheets; senior-led, fixed price, live in weeks.
- [Managed data teams](https://werkitdata.com/data-teams): labeling, annotation, moderation, LLM output evaluation and human-in-the-loop work; free calibration batch, then a 30-day trial with unused hours refunded.
- [Case studies](https://werkitdata.com/case-studies): the client roster and full write-ups.
- [Verbit.ai case study](https://werkitdata.com/case-studies/verbit-ai): replaced crowdsourcing with a dedicated managed team; 250 trained transcribers within two months, 285,895 audio minutes delivered, lower operational cost per minute, and the client expanded the relationship into support work.
- [VADE case study](https://werkitdata.com/case-studies/vade): a specialized video and image annotation team, working within 48 hours of the brief; millions of frames labeled accurately, ahead of schedule, absorbing short-notice scope changes.
- [About](https://werkitdata.com/about): founding story, leadership, numbers.
- [Impact](https://werkitdata.com/impact): UN SDG commitment (goals 1, 4, 5, 8, 10), $3.27M+ paid to 3,800+ African digital workers, winner of the COVID-19 Innovation Award at Smart City Live 2020.
- [Contact](https://werkitdata.com/contact)

## Blog

- [Who Bubble pods are for: the right setup for every kind of team](https://werkitdata.com/blog/who-bubble-pods-are-for): the five buyer setups (expert Bubble developers, agencies, non-technical founders, product teams, ops leads), who supervises in each, and when a pod is the wrong tool.
- [Bubble pods vs freelance developers vs in-house hires: the real math](https://werkitdata.com/blog/bubble-pods-vs-freelancers-vs-in-house): sourced cost comparison (freelance median $50/hour plus platform fees, salaries with BLS benefits data, hiring timelines, and Werkit pod pricing) with an honest account of when each option wins.
- [White-label Bubble development partners in 2026: the honest list](https://werkitdata.com/blog/white-label-bubble-development-partners): Werkit checked every company marketing white-label Bubble development and found one dedicated offer (its own); the page maps the real alternatives (fractional freelancers, staff augmentation, dedicated offshore developers, direct agencies) with published prices and the contract terms that make white-label safe.
- [Vibe coding vs Bubble: which should you build on in 2026?](https://werkitdata.com/blog/vibe-coding-vs-bubble): an honest comparison from a team that builds client apps on Bubble and vibe coded its own site on Lovable; speed, security, costs, and a decision framework.
- [How much does a Bubble app cost in 2026?](https://werkitdata.com/blog/how-much-does-a-bubble-app-cost): sourced market rates (median freelance rate about $50/hour), published agency project ranges, Bubble platform pricing, and Werkit's own published rates.
- [Ground truth: what it is and why AI teams need it](https://werkitdata.com/blog/ground-truth-intelligence-what-it-is-and-why-you-need-it): what ground truth data is, why model performance depends on it, and how a trained managed team produces it.
- [Why outsource data work to African teams](https://werkitdata.com/blog/5-reasons-why-you-should-consider-outsourcing-your-data-processing-tasks-to-africa): the case for African delivery teams for data work, covering talent availability, timezone overlap with EU and US East Coast, and what managed delivery adds over hiring individuals.
- [Online moderation services: accuracy at scale](https://werkitdata.com/blog/online-moderation-services-is-accuracy-really-possible-at-scale): why moderation accuracy degrades at volume, and how training, supervision and quality sampling hold it steady.
- [Werkit's COVID-19 Innovation Award](https://werkitdata.com/blog/werkit-wins-a-2020-world-smart-city-award): Werkit won the special category COVID-19 Innovation Award at Smart City Live 2020, run by the Smart City Expo World Congress.

## Working for Werkit

werkitdata.com is where clients hire Werkit. Job seekers and builders join the talent side at https://werkit-zam.com (free account; training, pods and paid project work are offered through the talent community).

Contact: hello@werkitdata.com