We maintain deep, current production relationships with every major provider, so our recommendations come from engineering merit rather than referral margin. No preferred-vendor payments influence what we suggest.
Our primary recommendation for complex reasoning, regulated data, and long-horizon agentic workflows: large context window, constitutional-AI alignment, strong code generation, extended thinking, tool use, and Computer Use for legacy-system automation. Deployed via direct API, Amazon Bedrock, and Google Vertex.
GPT-4o for general-purpose reasoning and multi-modal work; the o-series for reasoning-intensive tasks; GPT-4o-mini for high-volume, cost-sensitive workloads; embeddings for RAG. Function calling, Assistants API, Batch API, fine-tuning, and Azure OpenAI for compliance-bound deployments.
Llama 3, Mistral/Mixtral, Gemma, and DeepSeek Coder for data sovereignty, cost control, and fine-tuning on proprietary data. Served via vLLM, Ollama, TGI, and TensorRT-LLM; adapted via LoRA/QLoRA; deployable fully air-gapped for defense, healthcare, and financial services.
Deep, current experience across AWS, Azure, and GCP’s AI platforms, plus specialized inference (Groq, Together AI, Modal), orchestration (LangChain, LangSmith, LangFuse), and AI security tooling (NeMo Guardrails, Lakera Guard).
No vendor deck, no pitch. Tell us the problem and we’ll give you a straight answer about whether and how we can help.