AI agent design, data visualization, and automation consulting for SMBs — built on BCG, PwC, and award-winning quantitative research expertise.
Each engagement is scoped precisely to your need — from strategic architecture to a single high-stakes research deliverable.
Custom AI agent architecture and workflow automation consulting for SMBs — from system design and LLM integration to production deployment. We scope the problem, design the system, and guide you through delivery.
Interactive dashboard and analytics visualization design using Tableau, Power BI, or custom solutions — built around your business data and reporting needs. From raw SQL to board-ready insight.
Personalized, analyst-grade research delivered as a professional PDF — combining quantitative analysis, data insights, and strategic recommendations tailored to your specific business or investment question.
Audit and optimize your existing AI tool stack — reducing token usage, cutting API costs, and streamlining automation workflows. For teams already using AI that want to run leaner and smarter.
To see the forest and every tree — building AI systems that hold the strategic picture and the granular detail in equal precision.
To make intelligence actionable. We translate complex data ecosystems into systems that think, decide, and scale — so businesses move with clarity at every level.
Founder & Principal Consultant
Jenny brings a rare intersection of elite strategy consulting and rigorous quantitative research — with hands-on implementation experience spanning M&A due diligence, financial modeling, and production data engineering.
At WashU Olin (MSBA, Fintech), she ranked #1 across all Master's programs in the Wells Fargo Advisors Fall 2025 Showcase — designing a macro regime detection-driven factor rotation strategy that achieved a 20% higher 5-year Sortino ratio versus benchmark.
AI agent design, data visualization, and workflow automation consulting for SMBs. Specializing in fintech, VC/PE, and emerging manager back-office use cases.
Led M&A due diligence for generative AI acquisition pipeline — evaluating 15+ startups across technology maturity and strategic synergy. Built automated analytics framework reducing investment decision time by 30% across 2M+ customer transactions.
Evaluated 100+ healthcare ventures across medical device and service sectors. Conducted valuation models synthesizing financial indicators and medical expert interviews to inform acquisition decisions.
Quantified digital banking technology adoption across 8 institutions with $500B+ combined assets. Cost-benefit analysis on cloud migration demonstrated 25% reduction in operational costs.
Developed Tableau and Power BI dashboards from SQL-extracted semiconductor cost data — improving diagnostic accuracy by 15%. Designed pricing algorithms reviewed and approved by executive leadership.
A disciplined engagement model built on strategic clarity and measurable outcomes. Every project follows the same rigorous framework.
Deep-dive into your business context, data landscape, and objectives. We define the problem precisely before proposing any solution.
Design the system — agent workflows, data pipelines, visualization schemas — with clear technical specifications and documented decisions.
Build and deploy with iterative feedback loops. Production-grade outputs, fully documented and maintainable by your team.
Post-launch refinement, performance analysis, and strategic guidance for scaling and operating your intelligent systems efficiently.
We take on a select number of engagements each quarter. If you're an SMB ready to harness AI and data at a level most consultants can't reach — let's talk.
jenny.kim@sylvenalabs.ai →