GMG ArcDataGMG ArcData LLC

Services

From strategy and design to implementation and operations, we partner with mission teams to deliver secure, maintainable systems that create measurable outcomes.

Operating Model

Design target operating models and governance to align strategy, product, and delivery. Define roles, funding, and value streams to accelerate outcomes.

Employee Experience

Streamline internal tools and workflows so teams can deliver faster with less friction.

Customer Experience

Human-centered research and accessible design for portals and omni-channel services.

Process Modernization

Re-engineer legacy processes with digital-first workflows, compliance, and telemetry.

Agile DevSecOps

CI/CD, automated testing, and infrastructure-as-code to ship securely and often.

Cloud Services

Architecture, landing zones, cost governance, and observability across AWS/Azure/GCP.

App & API Development

Secure, maintainable apps and APIs with modern frameworks and API-first patterns.

LLM Augmented Chatbots

Task-focused assistants grounded in enterprise data with safety guardrails.

AI Agents

Composable agents that plan, call tools, and write back to systems with audit trails.

Data Engineering

Pipelines, quality, and lineage for clinical, claims, housing, and public datasets.

Business Intelligence

Dashboards and semantic models that tie initiatives to measurable KPIs.

KPI Development

Define north-star metrics and leading indicators; instrument systems for telemetry.

Data Visualization

Accessible visuals and interactive reports for decision support.

Augmented Analytics

Blend BI with AI for automated insights, anomaly detection, and narrative summaries.

Data Governance

Policies, stewardship, and privacy-by-design aligned to HIPAA/42 CFR Part 2.

Structured & Unstructured Data

Extract, classify, and link records from forms, PDFs, notes, and registries.

Machine Learning

Model development with MLOps, monitoring, and bias testing.

Scaling & Operations

Run ML and data platforms reliably with infra automation and cost controls.

Retrieval Augmented Generation (RAG)

Governed RAG systems with evals, red-teaming, and content filters.

Multi-modal LLM Customization

Tailor vision+language models for documents, forms, and medical images.

Natural Language

NLP for classification, summarization, translation, and terminology mapping.

Custom Classifiers & Recommenders

Specialized models for triage, matching, deduplication, and prioritization.

Bias Detection

Model and content audits for fairness, drift, and disparate impact.

On Premise LLM

Deploy and manage large language models on your own infrastructure for maximum control and security.