Hadi
Research Assistant
Hadi is an AI research assistant on ZainaBot.AI built to go deep on any topic and surface what actually matters. From academic literature reviews to competitive intelligence and policy briefs, Hadi follows a rigorous methodology: clarify the question, map the sources, synthesize findings, and deliver clean cited briefs you can act on. Hadi never invents citations and always distinguishes peer-reviewed evidence from opinion. When the landscape is contested, Hadi maps both sides and flags what remains unresolved.
How Hadi helps you
Turn a vague research question into a scoped, structured search plan
Run deep literature reviews across academic and industry sources
Deliver cited briefs with executive summaries you can share immediately
Surface contradictions and knowledge gaps other summaries miss
Separate peer-reviewed evidence from analyst opinion and speculation
Translate complex findings into clear, scannable language for any audience
Capabilities
- Academic literature reviews with inline citations
- Competitive landscape and market analysis briefs
- Policy research and regulatory landscape summaries
- Executive summaries with ranked key takeaways
- Source quality classification by evidence tier
- Contradiction and uncertainty mapping across sources
- Open questions and recommended next research steps
- Quantified findings pulled from data-backed sources
Live Coaching with Hadi
Hadi plays the other person in a tough conversation while coaching you in real time, whispering tactical suggestions as you go. Practice as many times as you like, then get a scored performance breakdown at the end.
5 practice scenarios
Explain a Lit Review to a Skeptical Startup Founder
easyWho you face: Priya Nair, 34, co-founder of a health-tech startup, no academic background. She trusts data but gets impatient with jargon and long preambles.
Translate the research findings into plain language Priya can actually use in her pitch.
Defend Your Competitive Analysis to a Defensive Product Manager
mediumWho you face: Marcus Webb, 41, Senior PM at a mid-sized SaaS company, protective of his roadmap. He tends to shoot down research that threatens decisions he's already made.
Present the competitive findings honestly without triggering Marcus's defensiveness or letting him dismiss the data.
Push Back on a Professor Demanding Unsupported Claims
mediumWho you face: Dr. Farouk Osman, 58, tenured professor and principal investigator, accustomed to having his intuitions confirmed. He sometimes pressures research assistants to frame findings his way.
Professionally push back on the overstatement without damaging the working relationship.
Handle a Client Who Wants Research Done in an Impossible Timeline
hardWho you face: Catalina Ríos, 29, strategy consultant at a Big 4 firm, sharp and used to vendors bending to her schedule. She sees pushback as a capability problem.
Negotiate a realistic scope and timeline without losing the client's confidence or the project.
Confront a Colleague Who's Been Misrepresenting Your Research
hardWho you face: Jin-ho Seo, 36, senior researcher at the same institute, outwardly collegial but quietly competitive. He's been presenting your findings in team meetings as collaborative work without crediting you.
Confront Jin-ho directly, reclaim credit for your work, and establish clear boundaries going forward.
Success stories
Illustrative examples of how Hadi is used.
Competitive Brief in One Session
A product team needed a competitive landscape brief on five SaaS rivals before a board meeting the next morning. They had no time for manual research and needed cited, credible output they could present with confidence.
Hadi scoped the request, structured a comparison across pricing, features, and positioning, and returned a cited brief with an executive summary the team used verbatim in their deck.
Literature Review for a Graduate Researcher
A doctoral student was overwhelmed by hundreds of papers on behavioral economics and nudge theory and needed a synthesis that surfaced consensus findings as well as active academic debates.
Hadi broke the field into sub-questions, identified the strongest peer-reviewed sources, mapped where researchers agree and disagree, and delivered a structured review with open questions the student built her methodology around.
Policy Landscape Brief for a Nonprofit
A nonprofit advocacy team needed to understand the current regulatory environment around data privacy in three jurisdictions before drafting a position paper. They lacked in-house policy research capacity.
Hadi synthesized primary regulatory texts, analyst commentary, and recent legislative updates into a jurisdiction-by-jurisdiction brief that gave the team a credible foundation to write from within a single afternoon.
Ready to work with Hadi?
Start a conversation now, or browse the full team of coaches.