Frequently Asked Questions
Common questions about AI development, automation, and our process.
AI & Pricing
How much does it cost to build a custom AI platform?
Custom AI platforms at LN Tech start at $15,000, which includes a RAG pipeline, LLM integration, a vector database, and 90 days of support. Simpler internal tools start at $5,000 and automation systems at $8,000.
Read full answer →What is the typical timeline for an AI platform project?
AI platform projects typically take 8–16 weeks from scoping to delivery. Simple LLM integrations are faster; full RAG pipelines with custom data ingestion and enterprise integrations take longer. All timelines include buffer for unknowns — we don't promise what we can't control.
Read full answer →AI & Technology
What is a RAG agent and when should a business use one?
A RAG (Retrieval-Augmented Generation) agent combines an LLM with a private knowledge base, so it answers questions using your actual documents — not generic training data. Use one when you need accurate, source-verified answers from internal or domain-specific content.
Read full answer →What is LLM integration and why does it matter?
LLM integration connects a large language model (like GPT-4 or Claude) to your existing product or workflow, giving it the ability to understand natural language, generate content, or make decisions. It matters because it turns static software into adaptive, intelligent systems.
Read full answer →What types of AI platforms does LN Tech build?
LN Tech builds RAG pipelines, LLM integration platforms, AI interview agents, and multi-channel automation systems. Clients include the Ministry of External Affairs (Meghdoot), Stanford University (AlgoPlex), and enterprise organizations.
Read full answer →Business
How to choose a software development agency?
Choose an agency that scopes before quoting, shows real shipped work (not mockups), and commits only to timelines they can control. Red flags: fixed-price quotes without discovery, portfolio of designs rather than live products, and vague answers about post-launch support.
Read full answer →Can LN Tech work with government organizations?
Yes. LN Tech has delivered systems for the Ministry of External Affairs, Government of India. The Meghdoot RAG agent is in active use by IFS officers. We build secure, compliance-aware systems for government and mission-critical environments.
Read full answer →What makes LN Tech different from other software development companies?
LN Tech uses a scope-first approach: every project begins with documented requirements and a written scope agreement before any timeline is committed. Senior engineers only, no junior handoffs. Realistic estimates with buffer built in — we only promise dates we control.
Read full answer →Can LN Tech integrate with existing enterprise systems?
Yes. LN Tech specializes in enterprise integrations: connecting new platforms to legacy systems, third-party APIs, and existing workflows. We've built systems handling 6,000+ users across 200+ groups and 45+ organizations with complex integration requirements.
Read full answer →Process
How does your scoping process work?
Every project begins with scoping, not sales. We document requirements, define deliverables, and estimate effort. Only after scoping is complete and a written scope agreement is signed do we commit to timelines.
Read full answer →Do you provide written scope agreements?
Yes. No project starts without a written scope agreement. We document requirements, define deliverables, and get sign-off before committing to timelines. Clear documentation means everyone knows exactly what to expect.
Read full answer →What happens if requirements change mid-project?
We build buffer for unknowns into all timelines. If significant changes arise, we discuss impact on scope and timeline transparently before proceeding — no surprise invoices, no unilateral changes.
Read full answer →How do you handle realistic timeline commitments?
We commit only to timelines we control. We estimate realistically, add explicit buffer for edge cases, and only promise delivery dates after scoping is complete. We don't give timelines on sales calls.
Read full answer →What support do you provide after delivery?
LN Tech offers 30–90 days of post-delivery support depending on the project tier. Support includes bug fixes, performance monitoring, and smooth transition assistance. AI platforms include 90 days; internal tools include 30 days.
Read full answer →Have a specific project in mind?
Book a free 15-min scoping call