Straight answers
Questions people ask before they get in touch.
I work remotely with international teams. We agree on collaboration hours and communication before the engagement starts. Independent consulting and project work, scoped directly with you.
Who is Dixit Jain?
Dixit Jain is an AI engineer and independent automation consultant who designs and builds AI agents, RAG systems, voice AI, and workflow automation. He holds a B.Tech in Computer Science from JK Lakshmipat University and publishes at thedixitjain.com as @thedixitjain.
What work can I discuss with Dixit?
AI agents, RAG and knowledge systems, workflow automation, custom AI applications, and integrations with existing business tools. Start with the workflow, its users, the data available, and the decision you need to make.
Is AI consulting a paid service?
Yes. Consulting is a paid professional engagement. Scope, deliverables, fees, and working arrangements are agreed before work starts. No public pricing or guaranteed outcomes are offered.
What happens in a consulting engagement?
The work starts with the current process, constraints, and success criteria. Depending on the agreed scope, deliverables can include a feasibility assessment, architecture options, evaluation criteria, or an implementation plan. A development engagement is agreed separately.
Which client projects can I explore?
Client projects include Wellnix, Brandry, TechMarqx, CoreSift, Sunrisers Events, Chatterbots.ai, LawBot Africa, and MarqHire AI. Other workflow examples describe service experience without claiming ownership of a separate product. Explore the Work page for project studies.
How is an AI system evaluated?
Define representative inputs and expected behavior before choosing a model. Evaluate answer quality, source grounding, failure handling, latency, and operating cost against agreed criteria. Human review and escalation belong in the design where mistakes matter.
Can we work together remotely?
Remote consulting and development inquiries are welcome. Availability, time-zone overlap, access requirements, scope, and commercial terms are discussed for each engagement.
How do I start a conversation?
Email contact@thedixitjain.com with a short description of your workflow or project. Include the current tools, main constraint, and desired result. You can also connect with Dixit Jain on LinkedIn at linkedin.com/in/thedixitjain.
Which countries does Dixit Jain work with?
Engagements are remote and worldwide, including the United States, Canada, the United Kingdom, the European Union, the Nordic countries, Switzerland, and Australia. Time-zone overlap, communication channels, and access are agreed at the start of each engagement.
Do I need an AI agent or a chatbot?
If the job is answering from your documents, a retrieval assistant may be enough. An agent becomes relevant when the system must choose among tools or complete a multi-step task, such as updating a CRM. More autonomy adds evaluation and oversight work.
Does workflow automation always need AI?
No. Rules, APIs, and scheduled jobs in tools such as n8n often solve the problem more predictably. AI is useful for unstructured input such as emails, documents, or business cards; it should not replace a clear rule without a reason.
Which tools and stack does Dixit Jain use?
Agents with LangGraph, LangChain, and MCP; retrieval with LlamaIndex, Qdrant, and Pinecone; backends in Python and FastAPI with Redis; frontends in TypeScript and Next.js; workflow automation with n8n; business systems on ERPNext and Frappe. The technology is chosen to fit the workflow.