I am ready for a long road flight for work with a week- or months-long projects.
Overcome the Cold Start Problem with Synthetic Datasets
Generated on demand with 90% accuracy of human data at 50% of the cost
100% privacy-safe datasets
for Classifier or Fine-tuning use cases
Low-prevalence & Multi-language available
Kick-start your AI project in days — not weeks
Synthetically generated to mimic billions of real-world conversations - but 100% privacy-compliant
Data sourcing, curation, prep and labeling delays AI projects for months with each iteration. Nurdle fixes that.
Skip expensive human-labeling with pre-labeled custom data that performs at 90% accuracy.
Human-level performance without privacy risk
Build Models & Iterate in days
Custom labeled datasets at 50%-90% lower cost
Nurdle's Synthetic Datasets
Shave months off your AI product’s time to market with Nurdle’s high-quality synthetic lookalike data that can train your LLM for your specific use case.
of low prevalent toxic behaviors, including hate speech, spam/fraud, political, CSAM, and bullying.
for languages like Spanish, Russian, German, French, Japanese, and Portuguese. Asian languages coming soon.
including unstructured text data from social media, product reviews, messages, and emails to determine sentiment, including positive, negative, neutral, happy, sad, and angry.
including a wide range of user expressions, both positive and negative, along with contextual information, synonyms, abbreviations, misspellings, slang, and l33t speak.
to fine-tune your LLM to match your brand and audience whether it’s to sound like a 19-year-old skater, or a busy suburban mom.
from various industries such as gaming, dating, social media, marketplace, e-commerce, finance, banking, and consumer brands.
Iterate models in days instead of weeks
Human vs Nurdle Sourcing, Prep, Labeling
Time to Production
Speed up AI project times 5x - 50x
Real data performance without the cost or risk
Nurdle provides synthetic unstructured text data that looks like - andperforms like - real human-generated, human-labeled data, but it’s 100% privacy-compliant and generated on demand at a fraction of the cost.
Human-quality accuracy at a fraction of the price
92% Performance at 40% Cost
Why Nurdle?
We know data scientists are a skeptical lot, so here’s the details on what we did.
1: We had 7500 rows of human-generated chat data labeled by humans. In this case, because insults are funny and humans are uniquely creative at making them, we asked the humans to label each chat message as "insult" or "not insult".
2: We then loaded this sample of labeled data into NurdleGPT, our 2nd generation Lookalike Data generator as well as two well-known 1st generation synthetic data generators.
3: We analyzed all of the results for precision and recall with experienced data labeling teams.
Want to see a sample of what each platform produced (they're pretty funny, but there is some NSFW copy in there)? Click Here.
2: We then loaded this sample of labeled data into NurdleGPT, our 2nd generation Lookalike Data generator as well as two well-known 1st generation synthetic data generators.
3: We analyzed all of the results for precision and recall with experienced data labeling teams.
Want to see a sample of what each platform produced (they're pretty funny, but there is some NSFW copy in there)? Click Here.
Nurdle Datasets Cold-Started High-Risk / Low-Prevalence Classifiers for Spectrum Labs
Nurdle’s custom synthetic datasets were used to buid and iterate several high-risk classifiers for hard-to-find data such as radicalization, child exploitation, scams and bullying across a variety of platforms.
Justin Davis
Co-Founder and CEO
"Nurdle has been used for 6 years by Spectrum Labs to parse billions of online human interactions.
We've used Nurdle data to moderate content for Riot Games, Grindr, The Meet Group, Together Labs, and other gaming, dating, and social media platforms."
We've used Nurdle data to moderate content for Riot Games, Grindr, The Meet Group, Together Labs, and other gaming, dating, and social media platforms."
Nurdle Makes AI Faster, Easier, and Cheaper. Here’s How:
We produce high volume lookalike data (labeled or not); use your data to test it
Nurdlized Datasets
We produce high volume lookalike data (labeled or not); use your data to test it
Nurdlized Datasets
4
We detect ideal data clusters and what data is missing for your use-case
Data Gap Analysis
We detect ideal data clusters and what data is missing for your use-case
Data Gap Analysis
3
We compare yours with our pre-labelled LLM data vault
Nurdle Data Overlay
We compare yours with our pre-labelled LLM data vault
Nurdle Data Overlay
2
Yours or ours - as few as 50 rows
Real Data Sample
Yours or ours - as few as 50 rows
Real Data Sample
1
We produce high volume lookalike data (labeled or not); use your data to test it
Nurdlized Datasets
We detect ideal data clusters and what data is missing for your use-case
Data Gap Analysis
We compare yours with our pre-labelled LLM data vault
Nurdle Data Overlay
Yours or ours - as few as 50 rows
Real Data Sample
0
4
3
2
1
