Guide
AI Product Metrics That Matter: What to Measure Beyond Model Accuracy
AI product metrics beyond model accuracy: the four measurement layers, retention-predicting product metrics, and a starter dashboard by product type.
2026-08-31
Blog · Dubai · MENA
Blog: writing for founders who build.
Service guides, case studies, and practical writing on AI products, 0-to-1 launches, product leadership, and fundraising. Written by Egemen Eres from real engagements across Dubai and MENA.
Guide
How to Keep AI Feature Costs From Eating Your Margins
How to reduce LLM API costs: five levers, the metrics to track, and when a cost problem is really a scoping problem, for founders shipping AI features.
2026-08-28
Comparison
AI Agents vs AI Workflows: How to Pick the Right Architecture for Your Startup
AI agents vs workflows for startups: the flowchart test, cost and reliability tradeoffs, and a decision table for picking the right one.
2026-08-25
Guide
RAG for Startups: What It Is and When Your Product Actually Needs It
RAG for startups explained plainly: what it is, when it beats long context or plain prompting, what it costs, and where it fails in real builds.
2026-08-22
Checklist
The MENA Accelerator Application Checklist: Hub71, Sheraa, Flat6Labs
A MENA accelerator application checklist covering Hub71, Sheraa, Flat6Labs and more: what screeners look for, common rejections, and a timeline planner.
2026-08-19
Guide
How to Choose an LLM Provider for Your Product
How to choose an llm provider for your product: the four constraints that matter, provider categories compared, and a decision checklist.
2026-08-16
FAQ
Hiring an AI consultant in Dubai: what founders should ask
Hiring an AI consultant in Dubai. The questions to ask before you sign, the red flags to watch for, and how independent builders differ from agencies.
2026-08-13
Guide
AI Workflow Automation: Replacing Manual Reconciliation Without a Demo
An AI workflow automation case study: how a narrow, deterministic workflow replaced manual reconciliation for a regional marketplace with no product team.
2026-08-10
Guide
AI workflow automation for startups: what to automate first
AI workflow automation for startups: where to start, a prioritisation frame, human-in-the-loop design, and how to measure ROI before you scale it.
2026-08-07
Guide
Pitch deck storytelling: the narrative comes before the slides
Pitch deck storytelling explained: the story spine, the metrics investors ask for, and the deck mistakes that break a strong narrative.
2026-08-04
Service
An investor-ready product story: narratives get funded, features do not
A pitch deck consultant who builds the product story first: narrative, deck, GTM, and data room aligned so investors believe the numbers.
2026-08-01
Guide
LLM evals, explained for founders: know it works before you ship
LLM evals explained for founders: what they are, why vibes fail in production, and how to build a first eval set before you ship.
2026-07-31
Comparison
Fractional CPO vs full-time hire: what early-stage teams actually need
Fractional CPO vs full-time hire compared on cost, speed, and risk, with a decision checklist for early-stage teams choosing product leadership.
2026-07-28
Service
0-to-1 product launch: from idea to shipped in weeks
MVP development for startups: 0-to-1 product launch from idea to shipped in weeks. Discovery to launch, Dubai and MENA. Book a call.
2026-07-25
Guide
How to Build an AI MVP That Earns Its Keep
How to build an AI MVP that earns its keep: the right first use case, tight scope, evals before ship, and the failure modes to avoid.
2026-07-22
Case study
0-to-1 Product Development: From Blank Canvas to Acquisition
A 0 to 1 product development case study: a Dubai venture studio's path from blank canvas to acquisition in 14 months, and the lessons any founder can copy.
2026-07-19
Service
Fractional Product Leadership: Senior Thinking, Part-Time
Fractional product manager for startups: senior product leadership embedded 10-15 hours a week. Dubai and MENA. Proof, not theory. Book a call.
2026-07-16
Service
AI Product Development for Startups: Real Products, Not Demos
AI product development for startups that ships real products, not demos. Tight scope, evals before launch, hands-on across Dubai and MENA.
2026-07-13