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Angel Investments

Stackbirds.xyz

Opportunity for investments

March 19, 20265 min readAziz Saif[email protected]

Angel Investment for Stackbirds.xyz

Please find the details to invest $10,000 min as an angel investor on Stackbirds.xyz

Details attached on this link

https://stackbirds-hib3ywhe.manus.space

or the below basic information

Stackbirds - Key Points

Core Value Proposition

•Stackbirds replaces prompting with observation

•Self-trained AI agents that learn from user behavior, not from instructions

Why This Matters

Problem with Current AI Approach

•There is a lot of business critical but highly manual and repetitive work that should be moving to AI-driven execution

•AI still heavily depends on prompting where humans write precise instructions, spelling out steps, rules, exceptions, and context

•Today's AI agents remain stuck in a "MS-DOS era" - models are powerful, but prompting and configuration block adoption

•Deployed agents rarely deliver reliable results

•Prompting forces humans to write instructions: steps, rules, exceptions, and all the context that defines a workflow

•To bring agents into the mainstream, the world needs a "Windows for agents" interface where agents learn directly from how people already work

What We Are Building

•Instead of prompting, Stackbirds agents train themselves by learning directly from user behavior

•Agents observe workflows across apps, ask clarifying questions, and convert demonstrations into structured instructions

•Goal: Create the world's first 1M self-trained agents by replacing prompting with observation

How We Are Building Self-Trained Agents

•Users simply work normally

•The agent watches their workflows across apps

•Agent interrupts to clarify missing logic

•Agent converts each demonstration into structured instructions it can execute on its own

This Is A Big Market

Market Opportunity

•Most modern work happens inside browser-based apps

•Yet over 50% of online work is still mind-numbing coordination: copying data between tools, updating systems, filing out forms, updating trackers, scheduling and updating CRMs, and more

•That's $1-1.2T of annual labor still done by manual clicks

•Stackbirds automates this "glue work" directly from user behavior, then scales from individual tasks to full role-level and team-level AI labor

We Are The Right Team To Build This

Team

•Giselli Panontini: Co-founder & CTO

•Led Microsoft Core Copilot

•10+ years in LLMs and deep learning systems

•One of Microsoft's youngest VPs ever

•Zainab Ghadiyali: Co-founder & CEO

•Meta Ads Growth founding engineer

•Led Airbnb re-architecture

•Exited one company; built another to 7-figure ARR in 8 months

Traction

•Built a $500K ARR pipeline in just a few weeks

•Onboarding first customer cohort

Investment Opportunity

•Opening a SAFE allocation for strategic angels

•Would love to connect if the team and approach resonate

Fundraising Details

•Total Raise Target: $100,000

•Already Raised: $65,000 (from Family & Friends)

•Remaining: $35,000

•Angel Investor Ask: $10,000 per investor (SAFE allocation)

•Investor Benefits:

•Early access to platform

•Equity upside potential

•Direct founder access

Downloads & Attachments

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