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Aiqwip Technologies Private Limited

Custom AI software for growing businesses. We design, build and maintain AI solutions built around your business processes.

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Honest thinking on AI for business.

What we have learned shipping 20+ AI products, shared without the marketing filter.

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AI Sales Agent Software: Should You Build or Buy?Blog

AI Sales Agent Software: Should You Build or Buy?

Off-the-shelf AI sales agent tools suit small teams with a standard sales motion. Custom agents win when your process, data and systems are specific. Here's how to decide.

September 202612 min read
AI Recruiting Software: Should You Buy a Platform or Build Your Own?Blog

AI Recruiting Software: Should You Buy a Platform or Build Your Own?

Every recruiting tool now says it's AI powered. Here's a fair look at when buying a platform is the smarter move, and when a custom AI recruiting agent built around your own criteria and systems makes more sense.

September 202612 min read
AI Customer Support: Should You Build or Buy?Blog

AI Customer Support: Should You Build or Buy?

SaaS AI support tools or a custom AI agent? A fair look at what off-the-shelf tools do well, when a custom build makes sense, and a quick checklist to decide.

September 202612 min read
AI Personal Assistant for Business: Build vs BuyBlog

AI Personal Assistant for Business: Build vs Buy

Most AI assistant guides rank apps. This one answers the harder question: when an off-the-shelf app is the right buy, where it breaks down, and when a custom assistant built around one business function makes sense.

September 202613 min read
MCP for Startups and Small Businesses: Model Context Protocol ExplainedBlog

MCP for Startups and Small Businesses: Model Context Protocol Explained

The Model Context Protocol (MCP) is the open standard for connecting AI to your CRM, database and billing tools. Here is how it works, how to connect company data safely, and when your product needs it.

April 202613 min read
Self-Hosted vs API AI Models: Control, Cost and Scaling Without Token LimitsBlog

Self-Hosted vs API AI Models: Control, Cost and Scaling Without Token Limits

A hosted API is usually cheaper until your volume is high and steady. Here is how to compare token costs with GPU costs using your own numbers, when self-hosting wins, and how to cut API spend first.

April 202614 min read
AI Agent Architecture Examples: Multi-Agent Systems for B2B SaaSBlog

AI Agent Architecture Examples: Multi-Agent Systems for B2B SaaS

Multi-agent architecture splits AI work across specialized agents under a coordinator. We compare it with single-agent designs, explain the main patterns and coordination methods for B2B SaaS, and walk through real AI agent architecture examples.

April 202625 min read
Why Most AI MVPs Fail and How to Avoid the Top 3 MistakesBlog

Why Most AI MVPs Fail and How to Avoid the Top 3 Mistakes

Most AI MVPs fail because of product decisions, not the model: starting with the AI instead of the problem, no way to measure quality, and an overbuilt first version. Here's how to prevent each one.

March 202612 min read
Building AI Products for Regulated Industries: Healthcare, Finance, LegalBlog

Building AI Products for Regulated Industries: Healthcare, Finance, Legal

How US small and mid-sized businesses in healthcare, finance and legal can build AI tools that pass compliance review: vendor agreements, de-identification, citation checks and audit logs.

March 202613 min read
RAG vs Fine-Tuning: Which Is Right for Your Business AI Assistant?Blog

RAG vs Fine-Tuning: Which Is Right for Your Business AI Assistant?

RAG vs fine-tuning for business owners building a custom AI assistant or chatbot on company data: what each approach changes, when to use which, and how to combine them.

February 202612 min read
AI MVP Development Cost: What Drives the PriceBlog

AI MVP Development Cost: What Drives the Price

What sets AI MVP development cost: data, model choice, integrations, compliance and running costs, plus the four phases from idea to launch and what makes each one run longer.

January 202617 min read

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