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

Apple Lawsuit Against OpenAI Targets Stolen Chip Blueprints on Ex-Staff Laptops

Apple seeks an injunction against OpenAI as forensic filings allege ex-engineer Chang Liu brought proprietary silicon schematics to build AI hardware.

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model_releases Analysis

Google Gemini 3.5 Transcribe drops Word Error Rate to 2.6 percent while killing secondary LLM cleanup

Google's Gemini 3.5 Transcribe eliminates two-stage speech pipelines, cutting token costs and latency for enterprise voice agents with a 2.6% WER.

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market_players Brief

Artificial Analysis rewrites index 4.2 after failing to spot frontier reasoning

Artificial Analysis overhauls its Intelligence Index 4.2 after failing to track reasoning breakthroughs, proving public leaderboards are obsolete.

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business_cases Analysis

AI-assisted legacy app migration — a 60% faster rewrite without downtime

Bupa partnered with Infosys to use generative AI for legacy app migration, slashing turnaround times by 60% while eliminating critical tech debt.

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This week, the AI world, contrary to the usual hype, showed signs of maturity and pragmatism. The focus is shifting from abstract breakthrou…

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ai_agents Research

Why AI Proxies Stay Silent in Meetings and How State Tracking Fixes It

University of Göttingen researchers introduce CAPA, an architecture that cuts AI proxy meeting silence from 51.4% to 2.5% using state tracking.

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model_releases Research

Single-turn benchmarks look solid — extended dialogues expose catastrophic LLM drift

University of Arizona study reveals multi-turn dialogues cause LLMs to drift, hallucinate, and succumb to sycophancy, risking enterprise workflows.

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labor_market Analysis

AI Speeds Up Coding but Chokes Enterprise Software Releases

AI writes over 50% of merged code, yet enterprise releases are stalling as oversized pull requests create massive review bottlenecks and technical debt.

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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.