AI product development — LLM apps, agents, and MCP tools built for production.
SutraCore builds AI products that hold up in production: LLM features, AI agents, Model Context Protocol (MCP) servers and tools, retrieval (RAG), and machine learning pipelines. Every build ships with evaluations, guardrails, per-request cost ceilings, queues, retries, and observability.
How we build it.
We work in Python and FastAPI for AI services and Node.js or Next.js for the product around them. Models can be hosted APIs or local LLMs on your own GPUs with CUDA, when privacy or cost per request matters. The same pipelines power ReelAI, ComicReel, and Prompt2YT.
Who it's for
- SaaS teams adding AI features to an existing product
- Companies connecting AI assistants to internal data via MCP
- Teams that need private, self-hosted LLM inference
See it in production: ReelAI case study →
What's included
- Use-case scoping, model selection, and a cost model
- LLM features: chat, extraction, summarisation, generation
- AI agents with tool calling and human approval steps
- MCP servers and tools for your APIs and data
- RAG over your documents with Postgres or MongoDB
- Machine learning and deep learning pipelines in Python
- Local LLM deployment on CUDA GPUs
- Evals, guardrails, tracing, and per-request cost caps
- TIMELINE
- ~3–8 weeks
- PRICE
- from $4,200
- STACK
- Python · FastAPI · Local LLMs · MCP
Custom AI product: common questions.
What is an MCP server?
An MCP server exposes your tools and data to AI assistants and agents through the Model Context Protocol, an open standard. SutraCore builds MCP servers so assistants can safely read and act on your systems.
Can you run a local LLM instead of a hosted API?
Yes. We deploy open-weight local LLMs on your own CUDA GPUs or private cloud when data privacy, latency, or per-request cost rule out hosted APIs.
How much does an AI product cost?
Custom AI products start from $4,200, fixed price, and usually take 3–8 weeks depending on scope.
Let's scope it together.
30-minute scoping call, no pitch deck required. You get a fixed proposal within three days.