Who This Is For

AI-first founders who want honest, experienced input.

  • Founders building AI-native products who need an independent technical perspective before fundraising
  • Early-stage teams that have been through an accelerator but need deeper technical challenge and feedback
  • Founders who have received conflicting advice on architecture, roadmap, or AI claims and want an honest second opinion
  • AI startups preparing for investor due diligence who want to identify and address weaknesses before the process begins
Questions This Answers

Honest answers to the questions your investors will ask:

Is our architecture sound and scalable?

Are our AI claims credible and evidence-based?

Where are the weaknesses a technical investor will find?

Is our roadmap realistic given our current team and resources?

How do we communicate what we have built clearly and credibly?

What You Get

The kind of feedback that actually helps.

Every engagement is session-based and structured around your specific product and situation. We do not give generic startup advice.

Technical Architecture Review

We review your system architecture, AI/ML design choices, data pipeline, and infrastructure. We identify weaknesses, over-engineering, and gaps that will come up in investor due diligence.

AI Claims Audit

We review your pitch deck, investor materials, and marketing content for AI claims that are exaggerated, unsupported, or that will raise red flags with technical investors. We help you calibrate the language so it is accurate and credible.

Pitch Feedback

Structured feedback on pitch clarity, story logic, slide structure, and the technical narrative, particularly how you explain your AI capabilities and differentiation.

Roadmap Critique

We review your product roadmap for feasibility, resource alignment, and dependency risks. We flag where the timeline is unrealistic and where there are gaps in sequencing.

Due Diligence Preparation

A pre-due-diligence session where we walk through the key questions a technical investor will ask, identify the areas of exposure, and help you prepare appropriate documentation and answers.

Ongoing Mentorship

Regular check-ins for founders who want a consistent external perspective as they grow. Available as a monthly session-based arrangement focused on your current challenges.

Our Background

Over 100 startups mentored. 4,000+ pitches reviewed. On both sides of the table.

Junaid has reviewed over 4,000 startup pitches and decks across the GCC and MENA region, and has mentored over 100 AI and technology startups through programs including the Microsoft Highway to 100 Unicorns, GrowthX Accelerator, and the Jeddah Fintech Hackathon. He has served as a judge at the Microsoft for Startups GrowthX Accelerator program. He has also managed the AI and technology investments portfolio at the Abu Dhabi Investment Office, which means he has sat on the investor side of the table evaluating exactly the kind of claims your startup will need to defend.

That combination of building, investing, and mentoring means the feedback you get is grounded in how real investment decisions are made.

  • Mentored 100+ AI and technology startups across GCC and MENA
  • Managed AI investment portfolio at Abu Dhabi Investment Office (ADIO)
  • Accelerator programs: Microsoft Highway to 100 Unicorns, GrowthX, MonshaatSA
  • Built and deployed AI systems across defence, professional services, manufacturing
  • Technical trainer and faculty with 7,000+ professionals taught
Ready to Talk?

Let's take an honest look at your startup.

Start with a free introductory call. We will discuss where you are, what you are building, and whether a mentoring engagement makes sense for you right now.

Schedule a Call ai@cogmerce.com