Frequently Asked
Questions.

A2B builds custom AI automation systems, AI agents, RAG pipelines, and enterprise AI infrastructure for businesses worldwide. We turn your highest-friction, most repetitive workflows into systems that run without human intervention — and we ship the first one in 4–8 weeks.

We are headquartered in Trivandrum, Kerala, India and work with clients globally — fully remote, async-first.

Legal, Healthcare, Insurance, Financial Services, E-Commerce, Real Estate, Professional Services, and Manufacturing. If you have a document-heavy or repetitive process, we likely have a pattern for it.

First production system in 4–8 weeks from signed SOW. We start with the highest-ROI workflow identified during the Discovery & Blueprint phase, ship it, measure the result, then move to the next one.

We embed an AI Solutions Architect and an AI Engineer into your operation for 2–6 weeks. We map your workflows, identify where AI creates the most value, build three-scenario ROI models (conservative / expected / aggressive), and hand you a prioritised technical architecture plan — whether you use us to build it or not.

No. We work module by module. Each cycle ships before the next begins, so you always have a working system before spending on the next one. There are no nine-month retainers required before you see results.

Projects range from under $10,000 to $100,000+ depending on the scope, integrations, and number of modules. We provide fixed-price SOWs — no hourly billing surprises. Book a free consultancy call and we'll scope it for you.

There is an optional quarterly maintenance and support retainer that covers model updates, usage-driven tuning, and monitoring. You own the system outright after delivery — the retainer is optional, not required.

We are model-agnostic and stack-agnostic. We use the best tool for your use case — OpenAI, Anthropic, Gemini, open-source LLMs, n8n, LangChain, custom Python pipelines, or any combination. We integrate with your existing tools, not replace them.

Yes. Enterprise deployments are designed for audit-grade environments with compliance documentation, access controls, and reversible decisions baked in from day one. We can work within HIPAA, SOC 2, and GDPR constraints depending on your requirements.

You do. All code, models, pipelines, and documentation we produce are your intellectual property upon final payment. We do not retain any rights or access after handover.