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Nexus

Enterprise Services

Elite engineering execution. We don't advise from the sidelines—we build the systems that power your AI transformation.

Forward Deployed Engineers

The Problem

You have a strategic AI roadmap but lack the elite talent to execute low-level integration and backend architecture.

Our Solution

We embed specialized AI engineers directly into your Git repos to ship production code.

Engagement Details

Key Deliverables
  • Custom Backend APIs
  • Containerized Workloads
  • System Architecture
  • Performance Profiling
Business Outcomes

Accelerated time-to-production (average 21 days), removing the recruiting bottleneck.

Model3-12 Month Embedded Pods

AI Agent Development

The Problem

Your business processes require complex multi-step reasoning, not just standard chatbot responses.

Our Solution

We build autonomous, human-in-the-loop multi-agent systems using LangGraph or custom orchestrators.

Engagement Details

Key Deliverables
  • Agent State Machines
  • Tool Execution Endpoints
  • Agent Evaluation Framework
Business Outcomes

End-to-end automation of complex workflows like legal contract review or supply chain rerouting.

ModelFixed-Bid Accelerator

Enterprise RAG Systems

The Problem

Generic models hallucinate and lack context about your proprietary enterprise data.

Our Solution

We design highly optimized Retrieval-Augmented Generation pipelines connected securely to your internal databases.

Engagement Details

Key Deliverables
  • Vector Database Clusters
  • Data Ingestion Pipelines
  • Semantic Search API
Business Outcomes

99%+ accuracy on internal knowledge queries without leaking data to public LLMs.

Model4-6 Week Prototype Sprint

AI Infrastructure

The Problem

Your LLM inference costs are exploding and you are locked into a single cloud provider's API.

Our Solution

We deploy and orchestrate open-source models (Llama 3, Mistral) on your own Kubernetes clusters using vLLM.

Engagement Details

Key Deliverables
  • Terraform/K8s Manifests
  • GPU Load Balancers
  • Open-Source Model Servers
Business Outcomes

Up to 60% reduction in monthly AI compute costs.

ModelInfrastructure Assessment & Migration

Governance & Guardrails

The Problem

Compliance teams are blocking AI deployment due to fears of PII leakage or toxic outputs.

Our Solution

We build programmatic proxy layers that evaluate, redact, and monitor all AI requests and responses.

Engagement Details

Key Deliverables
  • Real-time Evaluation Proxy
  • PII Redaction Service
  • Audit Logging Dashboard
Business Outcomes

Unhindered AI adoption that meets SOC2, HIPAA, and GDPR requirements.

ModelStandalone Audit or Embedded Implementation

Need a Custom Engagement?

Speak directly with an Enterprise AI Architect to discuss your infrastructure, security requirements, and engineering bottlenecks.

Schedule a Technical Discovery