Production AI, shipped.
We build agentic systems, LLM integrations, and computer vision models for B2B companies worldwide. Scoped, engineered, and deployed — you own everything.
B2B clients in fintech, logistics & beyond

The problem we solve
Most AI gets built. Very little of it ships.
We close that gap.
From agentic systems to vision models — we build AI that works in production, not just in demos. Deployed for real companies. Measured on real outcomes.
AI Systems That Actually Ship
Three AI domains. One promise: production-ready output you own, deployed in weeks.
Agentic Systems
Multi-step AI agents that own workflows end-to-end — from data ingestion to decision output, without human handholding.
Private LLM & RAG
SLMs deployed on your own servers — Llama, Mistral, Phi-3. Your business data never reaches a shared cloud API. RAG pipelines built on your stack, fully under your control.
Computer Vision
Custom deep learning models trained on your domain data — object detection, segmentation, defect detection, and video analytics.
Data Labeling & Pipelines
Your model is only as good as your data. We build the dataset before we train the model — at scale, with built-in QA.
What separates us
from the rest.
We deploy. We don't demo.
Every engagement ends with working software in your production environment. No POC limbo, no pitch decks, no ambiguity about what was delivered.
Private AI on your servers.
We deploy open-source SLMs — Llama, Mistral, Phi-3 — on your own infrastructure. Your data never touches a shared cloud API. Full model ownership, zero vendor dependency.
Data-first. Always.
AI is only as good as its data. We collect, label, and engineer training datasets before a single model is trained. No shortcuts, no generic APIs.
Outcomes you can measure.
Every sprint has a definition of done tied to business metrics — accuracy, throughput, latency. You know if it worked. So do we.
Private AI. Your infrastructure. Your data.
Your data never leaves your infrastructure
We default to SLMs deployed on your own servers or a dedicated private hosting environment — not shared cloud LLM APIs. Your business data stays entirely under your control. Where cloud LLMs fit your use case and risk profile, we architect the data boundary, access controls, and DPA before any integration.
Answers Before You Ask
What is Spinacle?
Spinacle is an AI-first engineering company based in Chennai, India. We build production AI systems — agentic workflows, LLM integrations, computer vision models, and data pipelines — for B2B clients globally.
What AI services does Spinacle offer?
We offer two tracks: AI Audit (we map your workflows, find where AI eliminates manual work, and deliver a build blueprint — contact shipai@spinacle.net) and AI Build (we engineer and ship production-ready agentic systems, LLM integrations, and vision models — contact buildai@spinacle.net).
How does Spinacle engage with clients?
We start with a focused 4-week sprint — a fixed scope, a defined outcome, and a working system delivered on your infrastructure. Optional monthly retainers for ongoing iteration. You own everything we build.
Does Spinacle work with companies outside India?
Yes. We work with B2B companies globally. Our engineering team is based in Chennai, India, and we deliver production AI systems for clients in fintech, logistics, manufacturing, retail, legal, and SaaS worldwide.
How do I get a quote or understand the investment?
Every engagement is scoped to your specific use case — there's no fixed rate card. Email buildai@spinacle.net with a brief description of what you want to build and we'll scope a fixed-fee engagement and respond within 24 hours.
Start building
Your AI system.
Production-ready. In four weeks.
One workflow. One production-grade AI system. Fixed engagement. Zero ambiguity.
We map your workflows, find where AI eliminates manual work, and deliver a build blueprint with projected ROI.
You define the system. We engineer and ship it. Agentic workflows, vision models, LLM integrations — production-ready.