AI-Powered Innovation for Federal Agencies
At Arch Systems LLC, we deliver cutting-edge AI solutions that enhance efficiency, improve decision-making, and drive mission success for federal agencies. Our expertise spans machine learning, automation, predictive analytics, cloud-based solutions, and data-driven decision support—powering mission-critical programs across NOAA, HHS, ACF, and beyond.
AI Use Cases We’ve Delivered
Using Natural Language Processing (NLP) and AI-powered sentiment analysis, we automate the review and classification of public comments on federal policies. Our solutions reduce manual workloads, enhance accuracy, and provide real-time insights for policymakers.
Technologies Used: OpenAI’s ChatGPT, Python NLP libraries, sentiment analysis models.
We replace manual, time-consuming data processing with automated AI-driven pipelines. From program performance reporting to financial audits, our AI solutions optimize data transformation, cleansing, and validation—ensuring agencies have actionable insights at their fingertips.
Technologies Used: AWS SageMaker, Apache Spark, Python automation frameworks.
Our AI-powered models analyze grant recipient characteristics, funding patterns, and financial performance to identify indicators of success or potential risks. This approach enables agencies to proactively manage grant allocations, improve oversight on federal spending, and enhance compliance.
Technologies Used: XGBoost, Gradient Boosting, Bayesian Networks, Google AutoML.
We develop machine learning models for advanced weather forecasting, storm surge prediction, and fire risk analysis. Our AI-driven models provide real-time decision support for aviation safety, emergency response, and environmental monitoring.
Key Applications:
Localized Aviation MOS Program (LAMP): AI-based LSTM networks for aviation forecasting, SVMs for hazard classification.
Probabilistic Tropical Storm Surge (P-Surge) & SLOSH: Bayesian Networks and K-Means clustering improve storm surge modeling and disaster preparedness.
Warn-on Forecast System (WoFS): Deep reinforcement learning and high-resolution forecasting models (MPAS & WRF) for severe weather predictions.
Technologies Used: TensorFlow, PyTorch, Google Earth Engine, IBM Watson, OpenCV.
Leveraging AI and predictive analytics, we analyze employee surveys and workforce data to uncover trends in engagement, diversity, and retention. These insights empower HR leaders and decision-makers to implement data-driven strategies for workforce well-being.
Technologies Used: NLP-based sentiment analysis, topic modeling, predictive analytics.
We implement AI-assisted governance frameworks to ensure data integrity, compliance, and security across agencies managing large-scale, high-impact datasets.
Key Applications:
Database Development & Evaluation: NLP & anomaly detection (autoencoders) for metadata structuring and trend analysis.
ORR UC Portal Data Governance: AI-driven database governance for managing schema changes, ownership, and security.
Technologies Used: Apache Spark MLlib, AWS Lookout for Metrics, ElasticSearch.
We build interactive AI-powered dashboards that visualize federal funding distribution, community impact, and policy outcomes. These tools help agencies better communicate results to stakeholders and optimize resource allocation for maximum impact.
Key Applications:
Visualization & Total Water Level Viewer: Python, Tableau, and Google Earth Engine for real-time geospatial data visualization.
ACF Investments Dashboard: AI-driven data storytelling and predictive analysis to showcase funding impact nationwide.
Technologies Used: Tableau, Random Forests, Computer Vision, GIS Analytics
Our AI-powered learning platforms provide personalized training, intelligent recommendations, and chatbot-driven support for government professionals using Tableau, Qualtrics, and other enterprise tools.
Key Applications:
Tableau & Qualtrics Learning Resources: Micro-training. sessions, AI-assisted coaching, and automated knowledge hubs for workforce development.
Technologies Used: AI-driven chatbots, Python-based automation, AWS cloud learning systems
Why Arch?
✅ Proven Success – 50+ federal contracts, multiple AI-driven projects across NOAA, HHS, ACF, and beyond.
✅ Cutting-Edge Expertise – Our data scientists, engineers, and AI specialists bring deep technical knowledge in ML, NLP, cloud-based automation, and predictive analytics.
✅ Mission-Driven AI – Our solutions aren’t just about technology—they’re about enhancing efficiency, security, and decision-making across federal programs.
Let’s discuss how Arch Systems LLC can support your agency’s AI transformation. Contact us today.
Supervised learning models
We provide Predictive Analytics with scalable and cutting edge solutions to gain actionable insights from existing data, processes, customers and markets, resulting in a better business outcome. Arch own image recognition services, we provide Image Analytics. Arch Natural Language Processing (NLP) solution include sentiment analysis, language detection, text analysis, a key phrase, extraction, and content classification. Arch can acceleacceleratebusiness with our wide range of AI models. We constantly make these AI model smarter through tweaking, learning and most importantly dataUses a training set to teach models to yield the desired output. This training dataset includes inputs and correct outputs allowing the model to learn over time. Applications include- Object detection, fraud detection
Unsupervised learning models
It is a type of algorithm that learns patterns from untagged data, mostly done by mimicking, used in computer vision, medical imaging, and anomaly detection.
BI Analytics
We’ll help you with improving business decision-making by developing customized dashboards, ad hoc reporting, and data visualization (Tableau & Power BI) capabilities.
Predictive Analytics
Demonstrated expertise in Linear regression, time series analysis, user experience and forecasting (sentiment analysis, anomaly detection) and ML’s supervised learning & unsupervised learning.
Prescriptive Analytics
Leverage data to determine an optimal course of action to take a prescription and value-based decision making.
Sentiment Analysis
Our Sentiment Analysis solution is powered by NLP, ML and Recommender systems widely used in determining the positivity, negativity, or neutrality of data.
Anomaly Detection
Identification of defects at a much early stage and taking evasive, remedial steps to a corrective path. Identifying unexpected items or events in data sets, which differ or deviate from the normal standards.
