PRESS RELEASE | JUNE 1, 2026

Resolve Solutions Brings Senior Agentic AI Engineering to Enterprise Teams

Resolve Solutions LLC is now partnering with enterprise teams that need senior AI engineering, GenAI architecture, and forward-deployed engineering capacity. We embed directly with existing product, engineering, and platform teams to help design, build, evaluate, and operationalize reliable LLM-powered systems — across healthcare, finance, and IT, with deep experience in AWS, hybrid architecture, API integration, cloud modernization, and regulated system delivery.

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What This Means for Teams

Hiring senior AI engineering talent is slow, and the work often cannot wait. Resolve Solutions helps enterprise teams gain immediate momentum by bringing experienced technical leadership into active initiatives. We help teams clarify high-value GenAI use cases, design safe and maintainable architectures, build working solutions, and establish the engineering practices needed to move from prototype to production.

Capabilities Available Now

Agentic AI architecture and multi-step workflow design for production-grade GenAI systems.
Retrieval-Augmented Generation (RAG) built end to end: indexing, retrieval, reranking, grounding, and evaluation.
LLM-powered applications that use tools, APIs, memory, and human-in-the-loop controls.
Prompt, context, and memory strategy for enterprise workflows.
LLMOps: tracing, evaluation, monitoring, prompt management, and cost/latency optimization.
Enterprise integration through APIs, microservices, event-driven systems, and existing systems of record.
Cloud-native implementation across AWS and hybrid enterprise environments.

Best-Fit Engagements

Enterprise teams that need senior AI engineering capacity without a long hiring cycle.
Product and platform groups turning ambiguous GenAI ideas into production-ready solutions.
Healthcare, finance, and IT organizations modernizing large, complex systems.
Teams that need a hands-on technical leader who can mentor engineers while delivering working software.
Organizations that need practical guidance on RAG, agent workflows, LLM evaluation, observability, and secure tool use.

Technical Coverage

Agentic frameworks and orchestration patterns, including LangChain and LangGraph.
Python, REST APIs, testing, CI/CD, version control, and clean technical documentation.
AWS serverless and cloud-native architecture: Lambda, API Gateway, DynamoDB, S3, IAM, networking, and event-driven services.
Hybrid and multi-cloud integration patterns across AWS, Azure, and Google Cloud environments.
Data and ML foundations: data pipelines, model evaluation, retrieval quality, and structured outputs.
Security, privacy, and compliance awareness for regulated healthcare and financial environments.

Industry Depth

Healthcare — clinical, operational, member-facing, provider-facing, and administrative systems where accuracy, privacy, and compliance matter.
Finance — risk, reporting, workflow automation, and decision-support systems where traceability and model governance are critical.
Enterprise IT — large, interconnected platforms that require fast ramp-up, strong integration skills, and practical engineering discipline.

How We Integrate and Deliver

1) Rapid embed and system ramp-up

We integrate into your existing team, learn your enterprise systems and constraints fast, and identify the highest-value GenAI use cases.

2) Solution shaping and architecture

We lead working sessions with leaders, product owners, and engineers to define the right architecture, balancing quality, safety, latency, cost, compliance, and maintainability.

3) Build, evaluate, and harden

We deliver production-quality RAG pipelines, agentic workflows, APIs, and supporting infrastructure with testing, CI/CD, logging, evaluation, and observability built in.

4) Operate, mentor, and hand off

We create reusable assets such as code, prompt libraries, runbooks, reference implementations, and architecture patterns so internal teams can continue improving after the engagement.

Need Senior AI Engineering Capacity Embedded in Your Team?

If your team needs an experienced enterprise AI engineering leader who can ramp up quickly, understand complex systems, and ship reliable GenAI solutions, Resolve Solutions can help. We support embedded delivery, solution architecture, RAG and agent buildouts, secure tool orchestration, and LLMOps across regulated and complex environments.