The Value Engineering Company

Methods built on real behavioral data,
not assumptions

We help product teams and corporations accelerate development, allocate capital efficiently, and integrate AI where it creates real leverage.

market_players Brief

Microsoft Bans Claude Code in Push for GitHub Copilot CLI

Microsoft mandates a shift from Anthropic's Claude Code to GitHub Copilot CLI for Windows and Office teams, prioritizing ecosystem control over developer preference.

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business_cases Research

AI Modernization: From Legacy SAS Code to LLMs in Pharma

Learn how a new non-destructive framework uses LLMs to bridge the gap between legacy SAS code and modern AI analytics in the pharmaceutical industry.

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ai_agents Research

Herculean: A New Benchmark for Financial AI Agents

Researchers from Yale and Columbia launch Herculean, a rigorous new benchmark for autonomous financial AI agents, exposing critical flaws in current LLM logic.

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business_cases Research

Graph RAG vs. Vector Search: A Revolution in Legal AI

Explore how Falkor-IRAC uses knowledge graphs and the IRAC methodology to eliminate LLM hallucinations in the legal sector, ensuring deterministic judicial accuracy.

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ai_agents Research

GraphFlow: Solving AI Agent Failure with Mathematical Rigor

Discover how MedFlow's GraphFlow uses mathematical graphs and verified containers to eliminate cascading failures in AI agents for high-stakes industries.

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business_cases Research

Alibaba’s Generative Search: Killing the Classic Sales Funnel

Alibaba engineers replace traditional search funnels with a generative end-to-end model, using semantic clustering to boost conversion and slash latency at scale.

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business_cases Research

Microsoft PGR: The Next Evolution of RAG and AI Memory

Microsoft's new Prospection-Guided Retrieval (PGR) fixes the flaws of standard RAG, allowing AI agents to anticipate user needs and access deeply buried context.

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What We Do

From early-stage research to large-scale corporate transformation — we cover the full product value chain.

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AI Transformation
From automation to autonomy — AI systems that handle repeatable decisions and entire business functions.
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Market Research
Qualitative and quantitative analysis. We uncover what users actually need — not what they say they need.
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Corporate Innovation
60+ corporate acceleration programs designed and launched. Intrapreneurship and product transformation from within.
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Product-Management Co-Piloting
Hands-on guidance from ideation to execution — inside your team, building internal expertise as we go.
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Product Management Consulting
Deep expertise in product discovery. Portfolio audits, resource optimization, strategic roadmap alignment.
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Corporate Education
Training on qualitative interviews, market research, unit economics. We certify Value Engineers inside your organization.
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Want to know how we work?

Methods, services, team, and case work — the full picture on our company page.