OpenAI & Microsoft
Building voice-first, memory-powered agents.
Shopify Magic & Semantic Search
Make millions of SKUs agent-readable.
Google Gemini & Amazon LLM
Embedding autonomous behavior into everyday search and shopping.
LLMs + Memory
Goal-based reasoning and contextual recall.
APIs + Interfaces
Execution across apps, wallets, and payment gateways.
Fintech Infrastructure
Embedded payments, KYC, compliance, ID verification.
01
Reality Check
Are your products agent-accessible, or still human-only experiences?
02
PMF Revalidation
Will agents discover and recommend your product based on data, not design?
03
Cross-Functional Alignment
Is your compliance, ops, and tech stack ready for autonomous transactions (KYA, audit trails, reversibility)?
04
Execution & Metrics
How will you measure discoverability, trust, and machine-led conversion instead of app downloads?
