IterLinks: from idea to SaaS in 3 weeks

Co-building an AI-powered media monitoring platform, from founder vision to production-ready SaaS.

venture labsaasai

Client

IterLinks (Dovydas Lobstein)

Timeline

3 weeks to MVP

Service

Venture Lab

Impact

Production SaaS live in 3 weeks

project

MarketingandcommunicationsteamsweredrowninginmanualresearchacrossX,YouTube,andLinkedIn,missingweaksignalsthatcouldbecomecrises,unabletoprioritizewhatactuallymattered,andwithnotimetoturnmonitoringintodecisions.

Dovydascametouswithaclearvision:automatethenoise,surfacewhatmatters,andmakemonitoringactionable.Ourrolewastoco-buildtheproduct,fromscopingtoasellableSaaS.

approach

Product scoping

We defined personas, mapped use cases, set the MVP scope, and designed the pricing model before writing a line of code.

Architecture and MVP build

We designed a scalable collection pipeline, built the AI analysis layer, and shipped the full product in 3 weeks.

Go-to-market preparation

We built the onboarding flow, pricing pages, and demo environment ready for the first sales conversations.

technicalSolution

A multi-source collection pipeline, AI sentiment analysis, configurable alerts, and Stripe subscriptions, production-ready from day one.

masteringTheComplexity

Multi-source data collection across X, YouTube, and LinkedIn.

AI-assisted analysis for sentiment, context, and mention prioritization.

Configurable alert system with real-time and scheduled notification modes.

impact

A production SaaS, built in weeks

3 weeksWeeks to production MVP

3Data sources integrated

8hWeekly monitoring hours saved per team

< 5 minTime from signup to first alert