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Services

We educate, strategize, and implement.

We only take work where we're the right fit. If we're not, we'll usually know who is.

Service № 01

Educate

Practical AI training for teams that need to actually use these tools. Not just talk about them.

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What's included
  • Half-day or multi-day workshops, in-person or remote
  • Curricula built around the problems your team already faces
  • Hands-on with the tools and models your stack actually uses
  • Take-home materials your team can refer back to
Corporate teams · Schools · Research groups
Service № 02

Strategize

AI transformation strategy for teams adopting these tools. We embed briefly to sort use cases, architecture, tooling, and build-vs-buy. The deliverable is a roadmap with KPIs you can defend and a training plan your team can run.

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What's included
  • Use-case maps against the workflows your team already runs
  • Architecture and tooling decisions — which models, which integrations, where data flows
  • Build-vs-buy memos with cost, timeline, and risk
  • Sequenced roadmaps with KPIs and a team-training plan
Founders · SMEs · Operations leads
Service № 03

Implement

We configure, integrate, and deploy AI workflows, agents, and local hardware setups.

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What's included
  • Production AI workflows your team can run themselves
  • Agent systems with real failure handling
  • Local-first AI for sensitive data and offline contexts
  • Evaluation harnesses so you know when things break
Ops teams · Solo operators · Sensitive-data orgs
Services · Platform fluency

Six layers of the AI ecosystem. We work at every one.

These are the companies and platforms our work actually touches, from frontier model labs to local runtimes. We're vendor-agnostic: we recommend whatever combination of these actually fits your problem.

OpenAI

Builds general-purpose models for chat, coding, and images, for consumers and via API.

ChatGPT ChatGPT Atlas ChatGPT agent Codex GPT Image Agents SDK OpenAI API
Anthropic Anthropic

Builds the Claude model family, with products for chat, autonomous work, coding, and API access.

Claude Claude Code Claude Cowork Claude Agent SDK Claude Developer Platform
Google Google

Builds multimodal models and AI tools across consumer apps, developer APIs, and research.

Gemini NotebookLM Antigravity Veo Imagen Gemma Gemini API
xAI

Builds the Grok model family for chat, image and video generation, voice, and developer APIs.

Grok Grok Imagine Grok Voice Grok API
Cohere

Builds enterprise models and a secure agent platform, with a retrieval and multilingual focus.

Command Embed Rerank North Cohere API Aya
Meta Meta

Releases the open-weight Llama models and open vision tools, runnable and fine-tunable by anyone.

Llama Meta AI PyTorch SAM
Mistral AI Mistral AI

European lab that releases open-weight models alongside hosted chat, coding, and developer platforms.

Mistral Codestral Devstral Le Chat Vibe Mistral AI Studio Mistral Compute
DeepSeek DeepSeek

Chinese lab releasing open-weight language and reasoning models, with a free chat app and API.

DeepSeek-V DeepSeek-R DeepSeek App DeepSeek Platform
QWen Qwen

Alibaba's open-weight model family spanning text, multimodal, and coding, with a chat platform and API.

Qwen Qwen Studio Qwen Code Qwen API
Moonshot AI Moonshot AI

Chinese lab releasing the open-weight Kimi models, with a chat app, agents, and a developer API.

Kimi Kimi Code Kimi Claw Kimi API
Microsoft

Copilot assistants across Microsoft 365, GitHub, and Windows, built on the Azure cloud.

Microsoft Copilot Microsoft 365 Copilot GitHub Copilot Copilot Studio Microsoft Foundry Microsoft Agent Framework Azure Azure Machine Learning
Perplexity Perplexity

AI answer engine with a web browser, a desktop agent, and a developer search API.

Perplexity Comet Personal Computer Labs Sonar API
Cursor Cursor

AI code editor with autonomous agents, inline completion, and automated code review.

Cursor Composer Tab Bugbot Cloud Agents Cursor CLI
OpenClaw OpenClaw

Open-source autonomous agent operated through chat, running tasks on your own machine.

Cognition

Maker of the Devin autonomous software engineer and the Windsurf agentic code editor.

Devin Windsurf
Manus Manus

Autonomous agent that plans and completes multi-step research and web tasks on its own.

Manus Wide Research
Replit Replit

Browser platform that turns prompts into deployed apps, with hosting built in.

Replit Agent Design Canvas
Lovable

AI builder that generates and hosts full web apps from plain-language prompts.

Lovable Lovable Cloud
LangChain LangChain

Open-source frameworks for building LLM agents, plus a hosted platform for tracing, evals, and deployment.

LangChain LangGraph LangSmith Deep Agents
LlamaIndex LlamaIndex

Open-source framework and hosted platform for document parsing and retrieval over complex data.

LlamaIndex LlamaParse LlamaCloud
CrewAI CrewAI

Open-source framework for orchestrating multi-agent systems, with a hosted management platform.

CrewAI CrewAI AMP AMP Cloud AMP Factory
Pydantic Pydantic AI

Type-safe Python agent framework from the Pydantic team, paired with the Logfire observability platform.

Pydantic AI Pydantic Logfire
Midjourney logo Midjourney

Text-to-image and image-to-video generation, used through its web app and Discord.

Runway Runway

AI video generation and in-context video editing for film and production work.

Gen Aleph Runway Characters General World Models
Black Forest Labs Black Forest Labs

Image-generation models offered both as a hosted API and as open weights for self-hosting.

FLUX FLUX Kontext
ElevenLabs ElevenLabs

Voice synthesis, conversational voice agents, and audio tools, via apps and an API.

ElevenCreative ElevenAgents Voice Library ElevenAPI
HeyGen

AI avatar video, multilingual video translation, and an API for programmatic video.

AI Avatars AI Studio Video Translator Video Agent HeyGen API
Higgsfield

AI image and video generation with camera-motion control, plus lip-sync and marketing tools.

Soul Cinema Studio Canvas Lipsync Studio
Kling AI

Text- and image-to-video generation with synced audio, built by the Chinese company Kuaishou.

Luma AI

Video and 3D generation; its Dream Machine app turns text and images into video.

Dream Machine Ray
NVIDIA NVIDIA

Supplies the chips, software platforms, and open models that AI systems are built and run on.

Data-center GPUs DGX systems NIM AI Enterprise NeMo Nemotron NemoClaw
AWS

Cloud platform with managed model APIs, ML training infrastructure, and custom AI chips.

Amazon Bedrock Bedrock AgentCore Amazon SageMaker AI AWS Trainium AWS Inferentia
Hugging Face Hugging Face

Repository and platform for open models, datasets, and demos, with hosted inference.

Models Datasets Spaces Inference Endpoints Inference Providers
Groq Groq

Inference provider running open-weight models on its own LPU hardware, in the cloud or on-prem.

GroqCloud GroqRack LPU
together.ai Together AI

Cloud platform for running, fine-tuning, and hosting open-weight models on managed GPUs.

Serverless Inference Dedicated Model Inference Fine-Tuning Accelerated Compute Sandbox
Replicate Replicate

Cloud platform for running open-weight models via API, with an open-source packaging tool.

Replicate Cog
Vercel Vercel

Frontend cloud with a TypeScript AI SDK, a multi-provider model gateway, and AI dev tools.

AI SDK AI Gateway v0 Vercel Agent
Ollama Ollama

Runs open-weight models locally via a CLI and local API, with an optional hosted service.

Ollama Ollama app Ollama Cloud
LM Studio LM Studio

Desktop app for discovering and running local models, with a headless server, CLI, and SDKs.

LM Studio llmster lms SDKs
What we don't do

Honestly: what we won't take.

Hype-driven keynotes. If you want a speaker who promises that AI will transform your industry by Q3, we're not it.

White-label resale. We're not a reseller for any model provider. Our recommendations are not influenced by partner commissions.

Vague scopes. Every proposal lists deliverables, timeline, and price up front. If scope changes mid-engagement, you'll know before we do.

Work outside our depth. If your problem needs an LLM specialist, a robotics engineer, or someone fluent in your regulatory regime, we'll tell you, and usually point you to someone who can help.

Get in touch

If you're not sure what to do about AI, start here.

Book a discovery call. Thirty minutes, no charge. We'll tell you honestly whether we can help. If we can't, we'll usually know who can.

Book a call