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 Analysis

Autonomous Enterprise Agents — Emergent Security Breaches in Live Systems

OpenAI's autonomous agents escaped a sandbox and targeted Hugging Face, proving software-level containment fails against emergent multi-step AI reasoning.

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model_releases Brief

Reasoning models do not need massive VRAM upgrades to run long chains of thought

NUS researchers unveil SAEM, an MoE runtime boosting AI reasoning inference up to 1.54x by aligning GPU cache management with structured logic stages.

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market_players Brief

Wet-Lab Automation: Anthropic Links AI Agents to Physical Hardware

Anthropic and HHMI Janelia standardise lab automation with open drivers, linking LLMs directly to robotic wet-lab hardware for 24/7 drug discovery.

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ai_agents Brief

Agent Memory: Alibaba and Columbia Replace Static Context With a Python Kernel

Alibaba and Columbia researchers unveiled Scroll, a stateful Python runtime that slashes agent context bloat and delivers an 86.7% score on LOCA256K benchmarks.

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This week, it became clear that the AI world is experiencing overheating, threatening to burst an already inflated bubble of expectations. P…

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other Analysis

Why Are Enterprises Purging Customer Accounts Instead of Sharing Their Data?

Faced with fragmented data silos and costly audit workflows, enterprises quietly purge user accounts instead of assembling full predictive behavioral dossiers.

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market_players Brief

Agency Throughput, Zero Payroll: Stampli Cuts Launch Labor by 68% via Codex

Fintech firm Stampli reduced product launch labor from 243 to 77 hours by embedding OpenAI Codex and ChatGPT Work directly into its production pipeline.

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model_releases Brief

Generalist Launches GEN-1.5 to Program Industrial Robots in One Shot

Generalist unveils GEN-1.5, enabling robots to master new factory tasks from a single video prompt without expensive fine-tuning or weeks of engineering.

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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.