# Ideolyst > Ideolyst is an AI services firm that builds production AI for companies, and a venture studio that backs builders who are still employed. [Full content](https://ideolyst.vercel.app/llms-full.txt) ## Key facts - Ideolyst is an AI services firm that builds production AI for companies, and a venture studio that backs builders who are still employed. - Legal entity: Nuvexis Labs Pvt Ltd - Base and markets: India, serving India and the US. Remote-first, on-site for scoping and go-live. - Contact: sales@ideolyst.com - Ownership: Custom-build code, the weights we train for you and your data are handed over in your repositories. Packaged engines are priced by usage; confirm their deliverables and terms separately. - Advise: 1–2 weeks. Use cases ranked by return, scope fixed in writing - Prove: 3–4 weeks. A working proof of concept on your data, weekly demos - Go live: ~2 months. In production, on your infrastructure, your team trained - Run: 6 months. Six months included: defects fixed at no cost; changes and new scope are quoted. - After: ongoing. Optional retainer for monitoring and new processes ## Canonical pages - [Home](https://ideolyst.vercel.app/): Ideolyst builds custom production AI inside your systems for companies in India and the US, then hands over the code, model weights and data to your team. - [Services](https://ideolyst.vercel.app/services): Custom AI builds, AI workflow automation, on-premise AI deployment and AI consultancy for companies in India and the US. Fixed-fee phases, full handover. - [Work](https://ideolyst.vercel.app/work): Six anonymised AI builds, each labelled Live, Recently deployed, Proof of concept or In build, with the figures clients reported. Ideolyst founding team. - [Builders](https://ideolyst.vercel.app/builders): Keep your job and your IP. Ideolyst backs employed builders with product, go-to-market or brand for revenue share or equity. No fees. Join the waitlist. - [About](https://ideolyst.vercel.app/about): Ideolyst is an AI services firm and venture studio from a founding team with 18+ production AI systems delivered, and the iProcure platform. Nuvexis Labs. - [Contact](https://ideolyst.vercel.app/contact): Send one process that costs you people-hours. We map it, say where AI fits, and quote the first phase. Replies within two working days. - [Custom AI development for your business](https://ideolyst.vercel.app/services/custom-ai-development): Custom AI development for companies in India and the US. Fixed-fee phases, proof on your data, private deployment and full code and model handover. - [AI document processing for insurance and finance](https://ideolyst.vercel.app/solutions/ai-document-processing): Private AI document processing for insurance and finance: intake, masking, extraction, validation and human review, with qualified case evidence. - [AI for insurance companies in India](https://ideolyst.vercel.app/industries/insurance): Private AI for insurance companies in India: document intake and commercial placement, with honest deployment status, qualified proof and full handover. ## Services - [Custom AI builds](https://ideolyst.vercel.app/services#custom-ai): A custom AI build is a model or agent designed for one job in your business, trained or fine-tuned on your data, and measured against a definition of done agreed before the build starts. It runs inside your systems and your team operates it. - [AI workflow automation](https://ideolyst.vercel.app/services#workflow-automation): AI workflow automation takes a process your team already runs and already budgets for, and runs it with fewer hands and fewer errors, without replacing the systems it lives in. Agents handle the repetitive and judgment-heavy steps; people keep the decisions that need them. - [On-premise and private AI](https://ideolyst.vercel.app/services#on-prem-ai): On-premise AI deployment runs fine-tuned models entirely inside your own infrastructure or private cloud. No data leaves your perimeter, there is no third-party API in the loop, and the model weights are yours to reuse across future projects. - [AI consultancy](https://ideolyst.vercel.app/services#consultancy): AI consultancy at Ideolyst is a fixed-fee, one-to-two-week process mapping that tells you where AI genuinely fits in your operation, where it does not, and what the first build should be. You get a written map, use cases ranked by return, and a quote. You can take it to anyone. - [Engines](https://ideolyst.vercel.app/services#engines): Some problems repeat across clients, so we package them as engines you deploy in your VPC or on-prem and pay for by volume. Real-time invoice parsing and validation for supply-chain finance: varied invoice layouts and handwritten tier-3 bills, three-way PO/GRN/invoice match, duplicate and tamper checks, sub-second against 30 seconds to 3 minutes for legacy async queues, 50–60% lower cost per invoice than template OCR (benchmarked on representative sets). Bank-statement analysis for underwriting as a companion. - [Frameworks](https://ideolyst.vercel.app/services#frameworks) - [How we engage](https://ideolyst.vercel.app/services#how-we-engage) - [What every build ships with](https://ideolyst.vercel.app/services#ships-with) ## Builds - [Insurance document AI](https://ideolyst.vercel.app/work/001-insurance-document-ai): Private insurance document AI: ~98% fields correct on a hand-verified test set. Founding team at a previous firm. Status: Live. - [Logistics workflow automation](https://ideolyst.vercel.app/work/002-logistics-back-office-agents): Logistics workflow automation: 5,000+ hours saved, client-reported. Delivered by the founding team at a previous firm. Status: Live. - [Private SKU pricing](https://ideolyst.vercel.app/work/003-ecommerce-sku-pricing): Private SKU pricing AI with targeted 15% sales lift, a target, not a measured result. Founding team at a previous firm. Status: Live. - [Commercial insurance placement](https://ideolyst.vercel.app/work/004-commercial-insurance-placement): Commercial insurance placement automation, recently deployed; results to follow. Delivered by the founding team at a previous firm. Status: Recently deployed. - [Private investment research](https://ideolyst.vercel.app/work/005-investment-research-desk): Private investment research AI, proof of concept; results to follow. Delivered by the founding team at a previous firm. Status: Proof of concept. - [Marketplace AI core](https://ideolyst.vercel.app/work/006-marketplace-data-ai-core): An owned marketplace data and AI core, in build; results to follow. Founding team engagement at a previous firm. Status: In build.