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.

ai_agents Brief

SAGEAgent: The AI Auditor Slashing Oncology Diagnostic Costs by 55%

Discover how SAGEAgent uses LLM-based decision-making to cut oncology diagnostic costs by 55% while maintaining high survival prediction accuracy for clinics.

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business_cases Brief

Beyond the Hype: How Mamba Architecture is Fixing Radiotherapy's Biggest Bottleneck

New BAT-RM architecture uses Mamba and transformers to automate radiotherapy planning, cutting specialist workload by 80% and closing the clinical expertise gap.

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model_releases Brief

LongMedBench: Why AI Agents Hit a Wall in Real-World Medicine

New LongMedBench research reveals why LLMs fail at long-term patient care. Discover the gap between AI data retrieval and complex clinical reasoning in healthcare.

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model_releases Brief

Bonsai 27B: Local AI and the End of the Cloud Monopoly

PrismML's Bonsai 27B model brings data-center level reasoning to the iPhone, slashing cloud costs and revolutionizing on-device privacy for AI agents.

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This week in the AI world vividly demonstrated how dynamically the landscape is shifting, with power balances being redefined. While the mar…

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model_releases Analysis

OpenAI’s GPT-Red: The Autonomous Hacker Built to Secure the Future of AI

OpenAI introduces GPT-Red to automate AI vulnerability discovery. Learn how autonomous red-teaming is replacing manual audits to secure the next generation of LLMs.

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market_players Analysis

OpenAI Takes on Apple: Inside the Secret Plan for a 'Living' AI Home Computer

OpenAI challenges Apple with a screenless AI home computer for 2027. Can Sam Altman's vision of a proactive robotic companion survive trade secret lawsuits?

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model_releases Brief

Beyond the Script: Real World VoiceEQ Sets a New Bar for AI Empathy

Hume AI and Hugging Face launch Real World VoiceEQ, a benchmark measuring AI empathy and prosody to move beyond simple latency and accuracy metrics in voice tech.

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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.