Building Data-Driven Products & Enterprise SaaS
Hi, I'm Artin Agpure. I blend product strategy, user discovery, quantitative funnels, and agile execution to build intuitive software that users love and businesses scale.
Go-To-Market (GTM) Strategy, Agile Frameworks, Unit Economics, SaaS Pricing Strategy, and AI Product Validation.
Featured Product Case Studies
0-to-1 Product Strategy: Enterprise AI Content Copilot for B2B SaaS
Designed and launched an inline AI drafting copilot for enterprise marketing managers. Defined product strategy, prompt chaining safeguards, enterprise security governance, and seat-based + credit pricing tiers.
Boosting D30 Retention by 34% via Habit Loops & Streak Mechanics
Applied Hook Model principles (Trigger, Action, Variable Reward, Investment) to transform a productivity app into a daily habit loop, doubling daily active engagement.
RICE Prioritization Calculator
Evaluate and rank feature backlogs with the Reach × Impact × Confidence ÷ Effort framework.
| Rank | Feature Name | Reach | Impact | Confidence | Effort | RICE Score | Action |
|---|---|---|---|---|---|---|---|
| #1 | Instant KYC Onboarding Flow | 15,000 | 2x | 90% | 2 mo | 13,500 | |
| #2 | Automated Monthly Analytics Export | 5,000 | 1x | 100% | 1 mo | 5,000 | |
| #3 | AI Natural Language Search Copilot | 8,000 | 3x | 80% | 4 mo | 4,800 |
Product Thoughts & Teardowns
5 Mental Models Every MBA Student Should Master for Product Leadership
How to bridge classical business school frameworks (Porter's 5 Forces, Unit Economics) with modern agile tech product frameworks (First Principles, Reversible Decisions, Inversion).
Evaluating Product-Market Fit for AI-Native Apps: Unit Economics & Retention
Why novelty wrap-around LLM tools churn fast, and how to build defensible AI products with high retention, custom workflow integration, and favorable gross margins.