( Blog )
Insights & updates
Notes on product, engineering, and everything we're building at Maitrii Infotech.
Aug 23, 2026
AI & Machine LearningDesigning Reliable AI Agent Workflows: Step Limits, Guardrails, and Knowing When to Stop
An AI agent that can call tools and chain its own steps is powerful and also the easiest thing in a system to send into an expensive, silent loop. The guardrails that keep agent workflows production-safe.
Aug 22, 2026
EngineeringZero-Downtime Deployments: How We Ship to Production Without Breaking Client Sites
Shipping multiple times a week to live client products means a bad deploy has to be rare, and a bad deploy that does happen has to be invisible. The practices that make both true.
Aug 22, 2026
Fintech & PaymentsBuilding a 98% Payment Success Rate: The Engineering Behind Automated Loan Collections
UPI, Netbanking, and NACH each fail differently. FundFlick's automated collection system routes around each one's failure mode instead of retrying blindly — here's the architecture behind a 98% success rate.
Aug 14, 2026
AI & Machine LearningBuilding a RAG-Powered WhatsApp Support Bot That Knows When to Hand Off to a Human
How our WhatsApp AI Automation Platform answers customer questions from a real knowledge base instead of guessing — RAG over fine-tuning, multi-agent routing, and why human override can never be optional.
Aug 14, 2026
Fintech & PaymentsAutomating Loan Origination: How We Cut Approval Time From Days to Minutes
Instant eKYC, bureau fetch, and SLA-driven task routing — the engineering behind turning a multi-day loan approval process into a 4-5 minute one on FundFlick, our own lending-ops SaaS.
Aug 8, 2026
Logistics TechReal-Time GPS Fleet Tracking: The Architecture Behind a Live Dispatch Dashboard
How a dispatcher sees a truck move on screen within a second of it moving on the road — the WebSocket architecture, data-volume tradeoffs, and offline-vehicle handling behind our Fleet & Logistics TMS.
Aug 4, 2026
HR TechFacial Recognition Attendance vs Biometric: What We Learned Building an HRMS
Fingerprint scanners versus camera-based facial recognition for attendance — the real operational tradeoffs we hit building a multi-tenant HRMS with AWS Rekognition, beyond the accuracy specs on paper.
Aug 4, 2026
Fintech & PaymentsWhy Payment Gateway Integration Fails (and How to Get It Right the First Time)
Payment integration bugs don't show up in the happy path — they show up in webhook retries, partial failures, and edge cases most teams don't test for. Lessons from wiring Razorpay across several production products.
Aug 4, 2026
BusinessFrom Idea to MVP: What Actually Happens in the First 30 Days of a Software Project
A day-by-day look at how the first month of a new software engagement actually runs — discovery, scoping, the first deployable slice, and the decisions that determine whether the rest of the build goes smoothly.
Aug 4, 2026
AI & Machine LearningAI Isn't Magic: A Practical Framework for Deciding What to Automate
Not every repetitive task is worth an AI pipeline, and not every AI pipeline is worth the maintenance it demands. A framework for telling the two apart before you commit engineering time.
Aug 4, 2026
EngineeringMulti-Tenant SaaS Architecture: How We Design Data Isolation That Scales
The tenant-isolation decisions that shaped FundFlick's architecture — row-level scoping, the tradeoffs against schema-per-tenant, and where we drew the line on shared infrastructure.
Aug 4, 2026
EngineeringAPI Security Checklist: 10 Things We Verify Before Every Production Launch
The 10-point API security pass every project runs through before go-live — auth, rate limiting, input validation, and the mistakes that actually show up in code review.
Jul 17, 2026
EngineeringWhy We Moved to Next.js App Router in 2026.
A look at what changed when we standardized on the App Router for client projects — and the tradeoffs that came with it.
Jul 17, 2026
Business5 Signs Your Business Needs Custom Software (Not Off-the-Shelf)
Off-the-shelf tools are great — until they aren't. Here's how to tell when it's time to build something that actually fits how your business runs.
Jul 17, 2026
AI & MLTop 5 AI Development Companies in Jaipur (2026 Guide)
A practical look at five AI development companies operating out of Jaipur in 2026 — from lean product studios to enterprise data-and-AI consultancies — to help you pick the right AI partner for your business.