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.

labor_market Brief

Webflow Purge: Trading Human Talent for AI Inference

Webflow cuts up to 1,000 jobs to pivot toward an AI-centric model. Read how the company is trading human engineering expertise for cloud-based automation and inference.

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market_players Analysis

The $500 Million Oversight: Why Corporate AI Spending Is Spiraling Out of Control

Uncontrolled AI spending leads to $500M monthly bills as companies struggle with ROI. Learn why Big Tech is scaling back and why AI-FinOps is now a business necessity.

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ai_agents Research

Beyond the Data Wall: How Salesforce GTA is Training Autonomous Web Agents

Salesforce AI Research unveils GTA, a framework designed to overcome the web agent data wall by generating scalable, long-horizon tasks for autonomous LLMs.

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ai_agents Brief

Precision Pathfinding: How Graph Distance Is Making AI Agents More Accountable

New GDCR method uses graph distance to optimize AI agent performance, cutting costs and improving RAG transparency by rewarding progress at every step.

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ai_economics Brief

Agent Gravity: The New Frontier of Tech Giant Monopoly

AI platforms are using 'agent gravity' to lock businesses into their ecosystems. Discover how Databricks and Microsoft are battling for control of the AI runtime.

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ai_economics Analysis

Architectural Sovereignty: Huawei’s Strategy to Outsmart Chip Sanctions

Explore how Huawei’s Tau Scaling Law shifts AI chip competition from transistor density to systemic optimization, bypassing EUV lithography export restrictions.

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ai_agents Brief

Beyond Prompt Engineering: Redpanda’s Plan to Hard-Code AI Agent Security

Redpanda introduces the Agentic Data Plane to secure AI agents using out-of-band metadata, preventing prompt injections and unauthorized data access in enterprise apps.

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Are You Ready for AI?

A short self-assessment built on ComPass® methodology. Get a personal AI-readiness profile and concrete recommendations.

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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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Market Research
Comprehensive market research based on 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. We foster intrapreneurship and drive product transformation from within.
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Product-Management Co-Piloting
Hands-on guidance from ideation to execution. We work 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, and strategic roadmap alignment.
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Corporate Education
Training programs on qualitative interviews, market research, unit economics, and value-driven product development. We certify Value Engineers who carry the methodology forward inside your organization.
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Soft-Skills Assessment
Testing across 54 soft competencies, with analysis and development recommendations — at the individual level and as part of shifting team dynamics and performance.
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Want to know how we work?

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