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.

other Brief

China's LineShine Overtakes US to Reclaim Supercomputing Crown

China's new LineShine supercomputer hits 2.198 exaflops, beating the US El Capitan. A major shift in the global AI race as Beijing bypasses Western chip sanctions.

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ai_agents Brief

The $2,600 Task: Why Autonomous AI Agents Need Financial Kill Switches

New MirrorCode benchmarks reveal the hidden costs of AI agents. Learn why one coding task cost $2,600 and why TCO is the new vital metric for AI autonomy.

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ai_agents Analysis

The Lethal Cost of Legacy Data: Why the Anthropic-Palantir AI Duo Failed

A tragic military AI failure involving Anthropic and Palantir reveals the lethal cost of fragmented data architecture and the dangers of automated chaos.

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business_cases News

Beyond Chatbots: How Google DeepMind’s Co-Scientist is Fixing Biotech R&D

Google DeepMind and Calico's Co-Scientist AI aims to solve biology's reproducibility crisis by auditing research and generating high-probability drug R&D hypotheses.

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This week clearly demonstrated how AI giants, once obsessed with the race for speed and power, are shifting their focus to safety, control, …

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market_players Brief

OpenAI's gpt-image-1 API: Turning Visual Creativity Into Industrial Output

OpenAI launches gpt-image-1 API, bringing native multimodality to enterprise workflows. Learn how automated visual generation is disrupting the design industry.

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market_players Analysis

OpenAI Frontier: Moving Beyond Chatbots to Autonomous Digital Workers

OpenAI Frontier marks the shift from simple chatbots to industrial-scale autonomous agents, enabling giants like Uber and Oracle to automate complex value chains.

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market_players Analysis

OpenAI Resets the Bar for AI Coders with SWE-bench Verified

OpenAI launches SWE-bench Verified to fix flawed AI coding metrics. Discover how human-vetted benchmarks are creating a reliable standard for autonomous AI agents.

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What We Do

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

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