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GHMyGearHut
[ENTERPRISE ADVISORY & ENGINEERING]

Engineering AI systems that actually run in production.

We bridge the gap between AI research and real business execution. From model selection and workflow automation to private compute clusters.

Scope Your ProjectReview Our Labs
[PRACTICE AREAS]

How We Partner With Your Team

OFFERING 01

AI Strategy & Model Selection

Cut vendor waste & select architectures that scale.

  • Full audit of software subscriptions and API token burn.
  • Custom benchmark report comparing proprietary vs open-weight models.
  • Data privacy & governance roadmap for internal operations.
OFFERING 02

Autonomous Agent Engineering

Replace fragile manual workflows with resilient multi-agent graphs.

  • Custom n8n and Python LangGraph pipeline architecture.
  • Model Context Protocol (MCP) integrations connecting internal DBs and CRMs.
  • Human-in-the-loop approval interfaces and error-handling fallbacks.
OFFERING 03

Developer AI & Coding Rollouts

Empower engineering teams with verified agent tooling.

  • Enterprise Claude Code CLI and Cursor custom rule configurations.
  • Repository-specific documentation (AGENTS.md / .cursorrules) setups.
  • Test-driven autonomous refactoring harnesses for CI/CD.
OFFERING 04

Private Workstation & On-Prem Compute

Air-gapped intelligence for sensitive intellectual property.

  • Multi-GPU workstation cluster procurement and setup (RTX 4090 / Mac Studio).
  • Local vLLM / Ollama server configurations with zero external telemetry.
  • Fine-tuned domain models for specialized document extraction.
[ENGAGEMENT ROADMAP]

From Technical Audit to Production Deployment

01 / DISCOVERY & AUDITWe inspect your existing tools, data flow, and bottlenecks to determine the highest-ROI entry point.
02 / SANDBOX BENCHMARKWe build and benchmark the prototype against your real data to verify accuracy and cost before full rollout.
03 / HANDOVER & AUTONOMYWe deliver clean code, monitoring, documentation, and staff onboarding for full autonomy.

Start a Project Scope

Tell us what systems you need designed, stress-tested, or deployed.

Step 1 of 2