The best AI teams aren’t blocked by data engineering. They use Tecton to turn their data into smarter models and predictions.
TRUSTED BY TOP ENGINEERING TEAMS
Tecton makes it simple to turn structured and unstructured data into the right AI context and retrieve it instantly for any Gen AI or Predictive ML application.
Get new models to production 80% faster with Tecton automating all of the data pipelines under the hood.
Improve model performance with rapid feature experimentation and features served with 100% accuracy.
Lower the cost of infrastructure, turning expensive workloads into highly efficient data services.
With Tecton, data scientists and AI/ML engineers aren’t tied down with writing low level code, building and maintaining data pipelines, or managing data infrastructure.
Data scientists and AI/ML engineers simply declare features, embeddings and prompts from any data source and Tecton automates accurate and reliable pipelines.
Create features from any source
Simplify feature engineering for real-time, batch, and streaming data via simple, intuitive Python framework.
Build fresh embeddings
Create embeddings for vector similarity search or for point lookups via Tecton’s fully-managed embeddings service.
Engineer context-rich prompts
Streamline the full-lifecycle of prompt engineering for LLM applications from development, management, to retrieval.
# Define
@stream_feature_view(
source=transactions,
entities=[user],
online=True,
offline=True,
features=[Aggregate(“amount”,“mean”,td(mins=30)])
def stream_features(transactions):
return df[[“user_id”, “timestamp”, “amount”]]
# Train
training_data = stream_features.get_features_for
_events(training_events)
$ tecton workspace select prod
$ tecton apply┃
Tecton automates and orchestrates accurate and reliable pipelines to materialize and serve features to your models. It’s like having a team of data engineers running and tuning your infrastructure.
Tecton’s highly performant serving system handles the strictest freshness, throughput, and latency requirements. And, our platform ensures data is 100% accurate, so no training-serving skew.
Tecton’s real-time serving infrastructure can compute, join, and retrieve features at 100,000 RPS in under 5 milliseconds.
Tecton can easily create and manage training data sets at petabyte scale through its batch serving infrastructure.
Tecton processes features on-the-fly when the application requires real-time data freshness with millisecond latency.
Data is the differentiator for AI. Leave the manual, resource-intensive data engineering to Tecton. All of the context, none of the blockers.
Streamline all of the engineering to compute, manage, and retrieve fresh context for AI.
Provide models the most up-to-date data for AI for accurate and reliable predictions and responses.
Ensure data your models need is always available, performant, and secure with enterprise reliability.
Reduce computing costs with Tecton efficiently running infrastructure to compute, store, and retrieve context.
Activate and manage all of your data assets for any AI or ML from any batch, streaming, and real-time data source.
Retrieve features, embeddings, and prompts in real-time at <5 ms at 100K requests per second.
Check out our resource library to the catch up on the latest blogs, videos, and webinars/talks.
Unfortunately, Tecton does not currently support these clouds. We’ll make sure to let you know when this changes!
However, we are currently looking to interview members of the machine learning community to learn more about current trends.
If you’d like to participate, please book a 30-min slot with us here and we’ll send you a $50 amazon gift card in appreciation for your time after the interview.
or
Interested in trying Tecton? Leave us your information below and we’ll be in touch.
Interested in trying Tecton? Leave us your information below and we’ll be in touch.
Unfortunately, Tecton does not currently support these clouds. We’ll make sure to let you know when this changes!
However, we are currently looking to interview members of the machine learning community to learn more about current trends.
If you’d like to participate, please book a 30-min slot with us here and we’ll send you a $50 amazon gift card in appreciation for your time after the interview.
or
Interested in trying Tecton? Leave us your information below and we’ll be in touch.
Unfortunately, Tecton does not currently support these clouds. We’ll make sure to let you know when this changes!
However, we are currently looking to interview members of the machine learning community to learn more about current trends.
If you’d like to participate, please book a 30-min slot with us here and we’ll send you a $50 amazon gift card in appreciation for your time after the interview.
or