Data Labeling Outsourcing

For Artificial Intelligence (AI)

We build teams of data labelers to process large training datasets for AI model development. Our in-house specialists cover different verticals, including self-driving, healthcare, energy, transportation, entertainment, and more. We achieve the highest quality through detailed labeling guidelines, expert involvement, and proven QA techniques such as quality audits and double-pass annotation. We are equipped to handle both short-term projects and recurring volumes of data.

We manage data labeling projects ranging from thousands to millions of data points
Pay per project or per full-time employee (FTE)
Elastic pricing adapts to data volume fluctuations

Get a proposal in less than 24 hours

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Trusted by

Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
Bitvore
CleanCloud
Wide Eyes
KeyWe
mahabis
clear spider
GoPro
Medtronic
Persuit
Hara
Channel Factory
Magna
Mina
The Local Voice
All Infra
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
UCDavis
National University of Singapore
University of California
Descartes Peoplevox
goodsted
Rainmaker Digital
cloudbric
ably
dConstruct Robotics
Flikweert Vision
HoneyBadger
dun & bradstreet
CoinAPI.io
API3
Katana
Tagwalk
Ducky
DATA QUALITY CULTURE

Unmatched Accuracy Standards For Data Annotation

Our commitment to data quality is reflected in every aspect of our operations. We meticulously select labelers best suited for each type of training data and ensure that our team structure—comprising Labelers, Team Leads, Quality Assurance Specialists, and Project Managers—is optimized to deliver unparalleled data integrity without sacrificing productivity. Over the years, we have consistently refined our QA audit processes and enhanced our training programs, focusing on achieving the highest data quality.

Our QA Scorecards are continuously updated through iterative improvements, informed by what we've learned from handling client-specific edge cases. This ongoing refinement process includes retraining our annotators and linguists based on precise guidelines tailored to meet evolving needs. BUNCH is supported by a seasoned team of high-touch Project Managers who bring extensive experience with ML models to our projects.

Our entire organization operates under a single, shared mantra: Data Quality. This guiding principle ensures that every piece of data we handle upholds the strictest standards of accuracy and reliability.

Minimize model retraining with our robust training data
We fine-tune and test labeling guidelines to ensure the highest accuracy
Our labeling processes include double-pass QA audits to maintain quality across all datasets handled
SCALABLE LABELING TEAMS

Adaptable Data Labeling Teams at Scale

Our scalable teams efficiently handle data labeling projects of any magnitude—from thousands to billions of data points—tailored to the diverse needs of the AI and ML industries. We ensure rapid response and adaptability by structuring our teams from compact units for smaller projects to extensive groups for large-scale operations. Our approach includes maintaining a large pool of experienced annotators who can be mobilized within days, facilitating quick scalability.

We also offer full-time teams with specified numbers of FTEs for long-term projects, providing a cost-efficient solution for generating substantial volumes of training data. This strategy allows us to effectively manage continuous large-scale needs and volume surges, ensuring high-quality data output.

Obtain consistent data quality from dedicated full-time teams
Flexible team size for peak surges
Mobilize subject matter experts on demand

Testimonials

Orane Cole
Orane Cole
CEO, Case Easy
The BUNCH team has played a crucial role in our recruitment efforts over the years by sourcing top candidates who align with our long-term objectives, all at an affordable rate. The team offers localized management of payroll and taxes for our international team members, and they also provide a local community where
(read more)
Tommy Mahnken
Tommy Mahnken
VP of Creative Services, Local Daily Media
BUNCH has provided comprehensive and excellent service. They seem to train their employees quite well and each one we have worked with was well trained by the previous employee. I feel confident that if the employee assigned to us has to move on to a different job, the next one can step in without missing
(read more)
Gabriel Taylor
Gabriel Taylor
CEO, Bearfoot Capital
BUNCH has supported Bearfoot Capital for years with extensive web design work, consistently producing quality resources. They are extremely responsive and diligent in managing projects. I highly recommend BUNCH's professional services...
(read more)
Lenny Merle
Lenny Merle
Head of AI, Tagwalk
Working with BUNCH was a fantastic experience. Their team created highly accurate masks for our fashion segmentation project, excelling at identifying nuanced fashion attributes. Their attention to detail and precision significantly enhanced our AI model’s performance. Highly recommended!...
(read more)
Harry Hunt
Harry Hunt
Head of Support, Cyclr
Just wanted to say what a relief it’s been to see every single ticket answered since the original setup. Such a load off to not have to police it. Thanks guys!
(read more)
Brenda Adams
Brenda Adams
VP, Content Operations at Bitvore
We cannot speak highly enough about our partnership with BUNCH. They exceeded our expectations as an outsourcing partner, seamlessly integrating with our teams and processes. Their efficient programs allowed us to adjust team sizes to accommodate fluctuating volumes, enabling our internal teams to focus on more value-added work...
(read more)

PROUD OF OUR TEAM

Meet our specialists team. Most of our employees are young top-talent in the Philippines and Indonesia, international tech labor hubs that nurture an ambitious, non-entitled youth deeply motivated by two core values rooted in their culture: career and family.

Our vision is to create a rich fabric of opportunities to grow our team’s careers and to sustainably support their families. This is essential in fast-developing societies where the aspirations of most families rest on the talent of the young and their careers in the new tech economy.

BUNCH teams work remotely and in our two offices in the Philippines:  BGC (Metro Manila) and Bacoor (Cavite).

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Data Labeling Services Pricing

Full-Time Annotators
$900 to $1,150 / mo
  • Full-time dedicated annotators
  • Complimentary QA audits
  • Custom shifts or 24/7
Per-project Pricing
from $0.10 /item
  • High accuracy
  • Instant scalability
  • Priority projects available

We reinvented the outsourcing model with flexibility in mind.

We set full-time teams and work on one-time projects of all sizes.