
3PA started as an idea for an AI-powered platform. Together, we turned it into a scalable MVP, and a long-term strategic partnership.
Lead By

Alex Geller
Industry
AI / SaaS
Client's main services
AI-powered platform with recommendation capabilities
Location
USA
Project timeline
2024 — present (ongoing partnership)
When 3PA approached Effectus, the objective seemed straightforward: estimate and build an MVP. But behind a detailed spreadsheet and polished Figma designs was a bigger opportunity — validating assumptions, prioritizing features, and designing a product that could scale beyond its first release.
Together, we transformed an initial concept into a market-ready MVP while building the foundations for future AI capabilities and a partnership that continues to evolve.


The Challenge
Alex had a clear product vision and extensive technical documentation, but translating ideas into an MVP required strategic validation and prioritization.




Building AI and recommendation features without compromising speed or future scalability.
Aligning requirements, designs, and business goals into a coherent product strategy.
Defining what should be built now versus what belonged in future iterations.
Delivering a high-quality MVP within an ambitious six-sprint timeline.




The Challenge
Alex had a clear product vision and extensive technical documentation, but translating ideas into an MVP required strategic validation and prioritization.
Building AI and recommendation features without compromising speed or future scalability.
Aligning requirements, designs, and business goals into a coherent product strategy.
Defining what should be built now versus what belonged in future iterations.
Delivering a high-quality MVP within an ambitious six-sprint timeline.
Validate the product vision and transform requirements into a realistic, scalable MVP roadmap.
Build an architecture capable of supporting future AI-driven functionality from day one.
Deliver a production-ready product in six sprints without sacrificing usability, quality, or long-term flexibility.
Create a collaborative process where business decisions and technical execution remained fully aligned.
Effectus worked side by side with Alex to challenge assumptions, refine requirements, and shape the product strategy before writing code.
The MVP architecture was designed to support future AI and recommendation capabilities while remaining lean enough for rapid delivery.
Features were prioritized collaboratively, ensuring every sprint delivered measurable business value instead of simply completing tasks.
A compact engineering squad combined backend and frontend development with UX/UI and QA support to maintain quality across the product lifecycle.




Effectus worked side by side with Alex to challenge assumptions, refine requirements, and shape the product strategy before writing code.
1/4
Features were prioritized collaboratively, ensuring every sprint delivered measurable business value instead of simply completing tasks.
3/4




The MVP architecture was designed to support future AI and recommendation capabilities while remaining lean enough for rapid delivery.
2/4
A compact engineering squad combined backend and frontend development with UX/UI and QA support to maintain quality across the product lifecycle.
4/4
The project combined product discovery with agile delivery, creating a process where strategy and execution evolved together through six structured sprints. Every decision was validated through close collaboration between Alex and the Effectus team, combining:
MVP delivered in six sprints: transforming an initial concept into a functional, market-ready product.
Scalable AI foundation: the architecture was designed to support future recommendation engines and AI-driven features.
Business and technical alignment: every sprint connected engineering progress with measurable product value.
Expanded product experience: additional iterations improved usability, refined core functionalities, and strengthened the platform's market positioning.
A long-term partnership: what started as a development engagement evolved into an ongoing collaboration spanning product strategy, go-to-market initiatives, and future innovation.

















Alex Geller
Founder, 3 Point Analytics


Lauren Henkin
Founder & CEO at The Humane Space


Pam Boney
Founder & CEO at Tilt 365


Alex Geller
Founder, 3 Point Analytics


Lauren Henkin
Founder & CEO at The Humane Space


Pam Boney
Founder & CEO at Tilt 365
Effectus delivered our MVP, fixed issues quickly, and has been a collaborative, proactive partner."
Effectus launched our first app, continues to support us, and the team is attentive, timely, and on budget.”
Effectus helped us launch a strong product affordably, staying positive and focused on satisfaction.”
Effectus delivered our MVP, fixed issues quickly, and has been a collaborative, proactive partner."
Effectus launched our first app, continues to support us, and the team is attentive, timely, and on budget.”
Effectus helped us launch a strong product affordably, staying positive and focused on satisfaction.”


