Operationalize Machine Learning Models for the Federal Enterprise.
Automate creations of supervised and unsupervised machine learning and deep learning models that incorporate HelloGov's world-class data science expertise.
Contact UsOperationalize AI at Scale.
Simplified Deployments
Simplified model deployments with high performance load balancing, Kubernetes cluster management & async web services.
Streamline from Proof-of-Concept to Production
Track your ML & DL projects from proof-of-concept to production deployment with out-of-the-box support (i.e. Tensorflow and Pytorch).
Model Management
End-to-end and fully transparent model management with intuitive version control.
How HelloGov's ML and DL Modeling Works.
Targets & Constraints
Define the performance targets and operational constraints that characterize the desired models.
Data Ingestion
Our data ingestion pipeline populates your streaming & batched data from pre-existing databases & data warehouses into an on-premise or cloud based data lake.
Data Annotation
We annotate your data sets through our secured Carnegie Studio™ platform.
Model Matching
Your data sets are matched to the most efficient models.
Prototyping
Construct a prototype based on HelloGov design principles and best practices.
Operationalize Model
Upon approval of the prototype, we operationalize the models.
What HelloGov Provides.
Developing & operationalizing ML and DL models in the Federal Enterprise can be time consuming, complex, costly, or often filled with annotating vast amounts of data, model inefficiencies, and lack of trust. HelloGov reduces months off development time while improving model performance and gaining unparalleled insights, less guesswork and more trust.
Faster Deployments
Our AI assisted and Human-In-The-Loop workflows can generate ML and DL models ~5x faster for federal datasets.
On-Premise or Off-Premise
HelloGov minimizes the deployment footprints of all ML and DL models, allowing federal agencies to develop AI in any environment.
Explainable AI
Through explainability technology, we provide transparency via visual insights & ML documentation describing the algorithms used in the process. All models are centrally monitored with real-time insights on health and usage.
Production Ready
All ML & DL models are ready for production and can be deployed within minutes.
Continuous Updates
We manage model accuracy to understand which features have drifted & deploy non-intrusive continuous updates.
Best-in-class Models
We build innovative models from diverse data types & an extensive library of open-source & proprietary models ranging from classic regression & complex multiclass classification, to advanced deep learning algorithms.
The nation's leading
federal agencies trust us.
SLA
We deliver 99.99% results and provide the highest quality ML and DL models in the federal industry.
Mission Critical Support
Our data annotation specialists can provide 24/7 assistance to mission critical federal enterprises.