Capability 01 — Newton & Carter LLC
Agentic AI Systems
Design, integration, and delivery support for agentic AI systems and large language model (LLM) applications — developed with human-machine teaming principles and test and evaluation of ML models.
Overview
What it is
Newton & Carter LLC offers design, integration, and delivery support for artificial intelligence capabilities built on large language models and agentic architectures: multi-step AI workflows that plan, retrieve, reason, and act under human supervision.
Engagements are delivered on an agile, outcome-driven, task-based basis, with AI governance, evaluation, and human oversight designed in from the first prototype rather than added after deployment.
Representative activities
What an engagement includes
- Agentic AI workflow design and prototyping (planning, tool use, retrieval, orchestration)
- Large language model (LLM) application design, integration, and delivery support
- Retrieval-augmented generation (RAG) architecture and knowledge-grounding patterns
- Intelligent automation of knowledge-work and decision-support processes
- Test and evaluation (T&E) of ML models and AI systems, including evaluation harness design
- AI-driven decision support and analyst-assist capabilities
- Prompt, context, and interaction design for production AI systems
Put agentic ai systems to work
One conversation scopes the problem, the approach, and the first deliverable.