ORVINUSFrequently Asked Questions
Everything clients ask before working with ORVINUS — services, timelines, pricing, ownership, and logistics. If it's not here, ask us directly.
Services & Engagements
What industries do you serve?
ORVINUS serves a wide range of industries including Finance & FinTech, SaaS & Startups, Real Estate & PropTech, Research & Analytics, Operations & Automation, and E-Commerce. Our AI engineering expertise adapts to any data-driven industry.
Do you build custom AI systems?
Yes, every system we build is custom-engineered. We don't use templates or cookie-cutter solutions. Each project is architected from the ground up based on your specific business requirements, data structures, and scalability needs.
Do you provide ongoing support?
Absolutely. Post-deployment, we offer ongoing optimization and support — including performance tuning, model refinement, infrastructure scaling, and continuous monitoring. We treat every system as a long-term asset.
How long does MVP development take?
Typical AI-powered MVP development takes 4–8 weeks depending on complexity. This includes discovery, architecture design, engineering, testing, and deployment. We work in rapid iteration cycles with clear milestone checkpoints.
Do you work with startups?
Yes, startups are a core part of our clientele. We help founders build AI-powered MVPs, SaaS products, and automation systems. We understand the startup mindset — speed, capital efficiency, and scalable architecture from day one.
Do you build trading bots and quantitative systems?
Yes, algorithmic trading and quantitative systems are one of our core specializations. We engineer institutional-grade strategy design, backtesting engines, risk modeling, portfolio optimization, and automated execution systems.
Can you scale existing AI systems?
Yes. We regularly help companies scale their existing AI infrastructure — from optimizing database architecture and API performance to migrating to cloud-native setups and implementing multi-agent orchestration.
What is your engagement model?
We offer flexible engagement models: project-based for defined scopes, retainer-based for ongoing development, and consulting engagements for architecture review and strategy. Each engagement starts with a free discovery call.
Pricing, Ownership & Logistics
How much does a custom AI system or MVP cost?
Pricing depends on scope, complexity, and infrastructure requirements, so we quote per project rather than using fixed packages. Every engagement starts with a free discovery call where we define scope, timeline, and a transparent cost estimate before any commitment.
What technology stack does ORVINUS use?
We build with OpenAI, Anthropic, TensorFlow, PyTorch, and LangChain on the AI side; Python, FastAPI, Node.js, PostgreSQL, and MongoDB for backend; React, Next.js, and TypeScript for frontend; and AWS, GCP, Azure, Docker, and Kubernetes for cloud and DevOps.
Who owns the intellectual property of the systems you build?
You do. On completion of an engagement, the code, models, and infrastructure we deliver belong to your company. We build systems your team can own, operate, and extend.
Where is ORVINUS located and where do you work?
ORVINUS TECHNOLOGIES LLP is registered in India and works with clients across India, the United States, Australia, and Nigeria. We operate remotely across time zones with structured communication and clear milestone reporting.
Can ORVINUS integrate AI into an existing product?
Yes. Alongside greenfield builds, we integrate LLMs, RAG pipelines, predictive models, and automation into existing SaaS products, CRMs, and internal tools — without disrupting your current architecture.
How does ORVINUS handle confidentiality and data security?
We follow security-first engineering practices — secure API design, role-based access control, and encrypted data handling — and we sign NDAs on request. Trading strategies and proprietary data are treated with institutional-grade confidentiality.
Do you provide documentation and handover?
Yes. Every system ships with technical documentation, architecture diagrams, and deployment runbooks. We also offer handover sessions so your team can operate and extend the system independently.
How do we get started with ORVINUS?
Reach out through the contact form on orvinus.com or email info@orvinus.com. We respond within 24 hours and begin with a free discovery call to understand your goals, data, and constraints before proposing an architecture.
Still Have Questions?
Send them over — we respond within 24 hours, and the discovery call is free.