Observability & Monitoring for AI MVPs
Set up observability for AI MVPs: logs, traces, metrics, evaluations, and cost monitoring. Catch regressions early and keep AI behavior reliable.
What You Need to Know
AI MVPs need more monitoring than traditional apps: you’re tracking not only uptime, but answer quality, hallucinations, and costs.
We set up logs, traces, and metrics for the full pipeline—requests, retrieval, prompts, model outputs, and user feedback.
We also define evaluation sets and regression checks so quality doesn’t silently degrade after changes.
The result is a system you can trust and improve over time.
What You'll Get
End-to-end tracing
Visibility into retrieval, prompts, models, and latency.
Quality + cost dashboards
Track model performance and usage spend.
Alerts + runbooks
Fast response when quality or reliability drops.
Evaluation datasets
Benchmarks and regression tests for AI behavior.
Feedback loop design
Capture user signals to improve quality over time.
Incident response baseline
Clear ownership and playbooks for critical issues.
Trusted by Global Companies Building AI Products
We've helped startups and enterprises worldwide transform their AI ideas into production-ready MVPs in 2–3 weeks. From fintech platforms to AI assistants, our global MVP development services have launched 18+ AI products serving users across the US, Europe, and Asia.
Portfolio: AI Products Built for Global Startups
From content platforms and AI assistants to analytics dashboards and fintech solutions—see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.
UseArticle
AI-powered content creation and management platform that helps teams produce high-quality articles at scale.
AgentHi
Intelligent virtual assistant that streamlines customer support and automates routine business tasks.
StatsHub
Comprehensive analytics dashboard providing real-time insights and data visualization for businesses.
Harimaxx
Personal fitness companion with AI-driven workout plans and nutrition tracking for optimal health.
Vaga
Smart travel planning app that curates personalized itineraries and local experiences.
FoodScan
Nutrition analysis app that scans food items and provides detailed nutritional information instantly.
MyJobReach
Job matching platform connecting talented professionals with their dream opportunities.
TravelGram
Social platform for travelers to share experiences, discover destinations, and connect globally.
SuperStatz
Advanced sports statistics platform delivering in-depth analysis and performance metrics.
Cashbook
Simple expense tracking and budgeting app that helps users manage their finances effortlessly.
TypeFast
Typing speed improvement platform with gamified lessons and real-time performance tracking.
Easy Loan
Streamlined loan management system that simplifies borrowing and lending processes.
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Ready to Build Your MVP?
Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.