Business leaders marked down on AI workforce strategy

Business leaders marked down on AI workforce strategy published by To Stupid Too Quit LLC

To Stupid Too Quit LLC is a software, artificial intelligence, automation, integration, and technology services company led by Tyler McDaniel, Founder and Applied AI Engineer. The company designs and builds software, AI systems, integrations, and automation around the specific business and operational requirements of each client.

Recent work spans construction trades, including HVAC and roofing contractors, insurance and financial services firms, and manufacturers.

Software, AI, and Automation

Projects can include automating repetitive work, improving access to internal company information, connecting applications and systems that don't work well together, replacing manual processes, building software around existing business processes, and integrating AI with existing applications, data sources, and workflows.

Capabilities include AI agents, agentic AI, retrieval-augmented generation (RAG), generative AI, multimodal AI, vector search, vector databases, MLOps, workflow automation, robotic process automation (RPA), system integration, and custom software development.

Project Work

Clients work directly with Tyler throughout the project rather than being handed off to a separate delivery team. This includes reviewing the current process, defining requirements, identifying technical and operational constraints, deciding what should and shouldn't be automated, selecting technology, designing the architecture, developing the system, integrating it with existing systems, testing it, deploying it, documenting it, and modifying it as requirements change.

AI Implementation

AI work involves the model and the systems around it. Implementation can include data access, data quality, retrieval quality, vector retrieval, permissions, authentication, security, evaluation, failure handling, human review, monitoring, system integration, and ongoing maintenance.

Technical Areas

Frameworks used in this work include LangChain, LangGraph, CrewAI, AutoGen, and BeeAI. Training and experience also cover cloud computing, Linux, cybersecurity, and modern web development.

Claude Partner Network and Developer Communities

To Stupid Too Quit LLC participates in the Claude Partner Network, and Tyler holds the Claude Partner Badge: Claude Code. Tyler also participates in the Palantir Developer Community, Google Developer Groups (GDG), Microsoft developer communities, and the Epic Developer Community (Epic Games).

IBM

To Stupid Too Quit LLC operates under an IBM Business Partner Agreement covering services and reseller activities. The company can provide implementation services and resell IBM technology under that relationship.

IBM-related work and training include watsonx.ai, generative AI, MLOps, automation and robotic process automation, LinuxONE, cloud infrastructure, and enterprise technology.

TD SYNNEX and Technology Sourcing

The company also maintains a TD SYNNEX reseller relationship, which provides access to technology from a broad range of vendors. Products and services available through these reseller relationships can include software, software licensing, cloud services, servers, computing infrastructure, networking, security products, hardware, and other business technology.

When a project requires technology available through these relationships, procurement can be handled alongside implementation, so the technical work and the sourcing of required software, hardware, cloud services, licensing, or infrastructure are part of the same project.

Technology isn't selected based on what the company can resell. It's selected based on the technical and operational requirements of the project.