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Vahid Fakhr on how Evalyze is bringing clarity to Startup Fundraising with AI

Vahid Fakhr designed Evalyze to eliminate fundraising friction and paired it with AI-powered pitch feedback with investor matching. This model was validated by a second-place finish at SMU’s DueAI Challenge at the Lee Kuan Yew Global Business Plan Competition.

by Ayush Gurung
January 28, 2026
in AI, Featured, Founders, Future Forward
Reading Time: 5 mins read
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Vahid Fakhr on how Evalyze is bringing clarity to Startup Fundraising with AI

Vahid (VEE) Fakhr, Co-Founder, Evalyze

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What gap led to Evalyze, and why was AI the right solution?

Vahid Fakhr: Fundraising is still run on noisy signals and guesswork. Founders get mixed feedback on their pitch deck, spend days building investor lists, and end up sending cold emails to investors who were never a fit. Meanwhile, investors, accelerators, and angel groups get flooded with inbound decks and have to make fast calls with limited time, which often makes the process subjective.

Evalyze was built to fix that. It’s an AI-powered startup fundraising platform that helps founders improve their deck and target the right capital partners. We use AI because this problem is basically pattern recognition at scale: what a strong startup pitch deck looks like, what investors flag in the first 30 seconds, and which signals usually matter at pre-seed and seed fundraising.

In practice, founders use Evalyze as an AI pitch deck coach and pitch deck analyzer to get clear feedback, an Investor Readiness Score, and a practical checklist of fixes. Then, they use our investor matching platform and investor discovery tools to find aligned angel investors and venture capital investors based on stage, sector, geography, and check size, not vanity logos.

How does Evalyze make evaluation more objective without losing human context?

“We don’t try to replace judgment. We make the inputs cleaner, clearer, and easier to act on.”

Evalyze turns a pitch deck into structured signals that investors actually care about. Founders get an Investor Readiness Score plus a separate Pitch Deck Score, and a slide-by-slide breakdown that points to the exact areas that need work (for example: weak differentiation, unclear go-to-market, fuzzy traction story, or missing “why now”).

The “human context” stays intact because every output is tied to the founder’s actual story and deck content. It’s not generic advice. It’s specific: what’s convincing, what’s confusing, what questions you should expect in a VC meeting, and what edits will improve the deck fast.

Then the same structure helps on the matching side. Instead of a random investor list, Evalyze uses your stage and fundraising goals to guide AI investor matching, so you reach out to investors who are actually aligned. That’s how we move from subjective opinions to objective, repeatable fundraising decisions without losing nuance.

What mistakes do organisations make today, and how does Evalyze correct them?

The most common fundraising mistakes are simple, and expensive:

  1. Founders confuse polish with readiness. A deck can look good but still be weak where it matters: unclear problem, unclear moat, messy traction story, or unrealistic market sizing. Evalyze fixes this with an AI pitch deck review that highlights red flags and gives specific edits founders can apply right away.
  2. Most outreach is misaligned. Founders pitch the wrong investors (wrong stage, wrong geography, wrong thesis, wrong check size) and interpret silence as “the market is bad.” Evalyze corrects this with investor discovery and AI investor matching, so founders build a shortlist of relevant VCs and angels before they start outreach.
  3. There’s no consistent feedback loop. Founders hear “not a fit” or “come back later” with no details, so they repeat the same mistakes. Evalyze turns that into a measurable process: score, fix, re-check, then outreach. It’s basic, but it’s what most founders never get during startup fundraising.
  4. Teams rely too much on warm intros. Warm intros help, but they shouldn’t be the only path. Evalyze helps founders run a smarter cold outbound campaign by improving the deck first and then targeting aligned investors, which increases reply rates and meeting volume.

How do you address bias, transparency, and trust when using AI?

“Two rules: stay focused on the right signals, and always explain the output”

Evalyze evaluates fundraising materials and business signals, not personal traits. We are not scoring people. We are scoring the clarity and strength of the pitch: narrative, metrics, positioning, and how well the deck communicates what an investor needs to understand.

Transparency matters even more than the score. Every score comes with the reasons behind it, plus practical fixes. If the score drops because differentiation is weak, we point to where the deck is vague and what to add. If traction is unclear, we tell you what’s missing and how investors will interpret it. That’s what makes the system trustworthy.

We also treat Evalyze as decision support. The founder still decides what to change, and the investor still decides what to fund. Our job is to reduce noise in the fundraising process, so founders can move faster with more confidence.

How will AI-powered evaluation reshape decisions over the next few years?

Vahid Fakhr: I think fundraising will change in three practical ways.

  1. First-pass screening will get standardized. Investors and accelerators will still use judgment, but they’ll rely on consistent frameworks because deal volume keeps growing. That means fewer great startups get ignored just because someone skimmed too fast.
  2. Founders will get faster learning loops. Instead of sending a deck to 50 investors to get vague rejections, founders will use tools like an AI pitch deck coach and Investor Readiness Score to fix the biggest issues before outreach. That should increase meetings, speed up rounds, and reduce wasted time.
  3. Investor matching will get smarter and more transparent. A real AI investor matching platform will explain fit: stage, check size, geography, portfolio patterns, and thesis alignment. That means less “spray and pray” and more targeted outreach to angel investors and venture capital investors who are actually active for your round.
Vahid: AI won’t replace investors or founders. It will replace a lot of manual work around pitch deck feedback, investor research, outreach tracking, and follow-ups, which is exactly where most founders get stuck during startup fundraising.

Get in touch: Try Evalyze for investor matching and pitch deck feedback

OR Book a Quick Demo


Ayush Gurung, Content Writer, TechBeat Canada, covers stories about technology, innovation, and the people shaping Canada’s tech scene. He loves exploring how ideas turn into impact, from startups to big industry shifts. At times, you’ll find him working out, playing soccer, or discovering new places in the city. Ayush@techbeat.ca

Tags: AI fundraisingAI startupsangel investorsEvalyzeFounder toolsfundraising strategyinvestor matchingpitch deck analysisstartup fundraisingTechBeatVenture Capital

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