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‑агенты и автономные системы Analysis

Google Launches Universal Gemini AI Agent Across Enterprise Apps

Google launches its universal Gemini AI agent for enterprise workflows, threatening niche software and deepening cloud vendor lock-in for IT infrastructure.

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AI‑агенты и автономные системы Analysis

Airbnb CEO Brian Chesky Says Current Tech Lacks an AI Operating System

Airbnb CEO Brian Chesky argues that current tech stacks lack a true AI operating system as the platform moves beyond simple chatbots to multi-user agents.

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Продуктовые решения и кейсы применения AI в бизнесе Analysis

Can unstructured medical data deliver multi-million dollar hospital savings?

Healthleap raises $38M led by Sequoia and Hummingbird to scale its hospital analytics platform across 50+ networks, converting EHR data into clinical savings.

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AI‑агенты и автономные системы Analysis

LangChain automates custom model weights — endless prompt engineering replaced by execution traces

LangChain's new smithtune utility converts production agent trajectories into custom fine-tuned models via Fireworks and Baseten to cut latency costs.

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This week's developments clearly demonstrated that the boundary between slick marketing and harsh operational reality in AI is narrowing, wh…

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Экономика AI Analysis

Token Usage Jumps 50% While Frontier LLM Prices Plummet 41%

Token usage surged 50% as foundation model prices fell 41%. Enterprises shift from costly frontier LLMs to cheaper tiers, reshaping AI market economics.

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AI‑агенты и автономные системы Analysis

Open-source AI agent pioneer Nous Research banks $90 million to target enterprise workflows

Nous Research raised a $90M Series B at a $1.5B valuation backed by Nvidia and Samsung, pivoting its open-source Hermes agents to enterprise monetization.

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Ключевые игроки рынка AI News

OpenAI drops validation costs tenfold — corporate parsing gets a steep discount

OpenAI releases its Decisions API at $0.10 per million input tokens with free outputs, while restructuring corporate paid tiers to cap monthly compute spend.

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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.