Services

Six ways Lincoln can help

Organized by the problem, not by a list of software. Each section says who it's for, what Lincoln can do, and what you actually get out of it.

πŸ”’

Local AI & LLM Systems

For: business owners, individuals, anyone who wants control

Configure local LLMs and inference environments β€” llama.cpp, LM Studio, Lemonade Server, and other backends β€” matched to your real hardware.

  • Greater privacy β€” your data stays on your machine
  • More control and no single cloud provider
  • Use your own hardware
  • Choose your own models
  • Potentially lower ongoing API costs
  • Performance tuning and troubleshooting
Toolsllama.cpp LM Studio Lemonade Server OpenAI-compatible endpoints
Example use cases
Private internal assistantRun AI on your own GPUKeep documents off the cloud
βš™οΈ

AI Agents & Automation

For: teams with repetitive multi-step work

Set up agents using Hermes Agent and other agent harnesses, then wire them to your tools and data so they can actually do things.

  • Automate multi-step tasks end to end
  • Reduce repetitive, copy-paste work
  • Internal assistants that perform processes
  • Connect AI reasoning to real tools
  • Faster research and content processing
  • Custom automations built to your workflow
ToolsHermes Agent Agent harnesses LLM APIs Custom scripts
Example use cases
FAQ / support assistantSummarize long documentsAuto-draft marketing content
πŸŽ›οΈ

Fine-Tuning & Model Customization

For: anyone who needs a specific style or behavior

Fine-tune AI systems and train LoRAs so a model learns your style, tone, or task β€” instead of settling for a generic one.

  • More specialized, on-brand outputs
  • Custom visual styles
  • Better consistency run to run
  • Adapt models to your data and tasks
  • Capabilities off-the-shelf models don't have
  • Dataset preparation and testing
ToolsLoRA training Fine-tuning Dataset prep Model testing
Example use cases
Your brand's image styleA domain-specific assistant voiceA consistent character look
🎨

AI Graphics & Creative Workflows

For: businesses and creators who need visuals fast

Build custom ComfyUI pipelines and AI image workflows β€” plus hands-on creative output like product imagery and promotional graphics.

  • Repeatable content production
  • Custom image generation
  • Faster creation than manual design
  • Better control than one-click generators
  • Reusable production workflows
  • Enhancement, background removal, mockups
ToolsComfyUI Image enhancement Background removal Generative pipelines
Example use cases
Product photo lineupSocial media graphicsPromo / ad concepts
🧩

Custom AI Development

For: developers, founders, and anyone with an AI idea

Connect LLMs to software, games, websites, tools, and custom applications β€” including proof-of-concepts to test an idea before investing heavily.

  • Add AI features to an existing product
  • Create interactive experiences
  • Generate dynamic content
  • Build custom internal tools
  • Prototype new ideas cheaply
  • Integration with APIs and backends
ToolsLLM integration llama.cpp APIs Custom apps
Example use cases
AI-powered game contentDynamic website contentA proof-of-concept feature
πŸ’¬

AI Help & Problem Solving

For: people who aren't sure what they need

Not sure where to start? Tell Lincoln what you're trying to accomplish and he can help decide whether AI can solve it β€” and what approach makes sense.

  • Evaluate an idea realistically
  • Recommend the right tools
  • Compare local vs cloud AI
  • Recommend models for your hardware
  • Design a workflow
  • Troubleshoot an existing setup
Good for
β€œIs this even practical?β€β€œWhich model fits my machine?β€β€œWhere should I start?”

Not sure which one you need?

That's the most common place to start. Send the problem and Lincoln will point you the right direction β€” no technical menu required.

Tell Me What You Need β†’