Daniel Kravtsov
CEO & Co-Founder, Improvado
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AIAI Accountability: Who Owns the Miss When the CFO Reads the Wrong Number?
When an AI dashboard hands the CFO a confidently wrong number, who owns the miss? A practical AI accountability framework, RACI matrix, and governance architecture for finance-grade AI reporting.
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AIAI Compliance and Corporate Governance: Who Owns the Call When a Model Votes on the Board?
AI compliance is no longer about whether to use AI in regulated decisions, it's about who owns the call when the model is in the chain. Two scenarios, four frameworks, one diagnostic.
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AISaaS Is Not Dead: Why Per-Seat SaaS Pricing Models Are Being Replaced by Outcomes
SaaS isn't dead. Per-seat pricing is. Here's why SaaS pricing models are shifting from headcount to outcomes, and how to evaluate any tool's pricing in 2026.
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AIAI Job Loss in 2026: What the Historical Record Actually Says About AI and Employment
AI job loss is real in the short run: NBER projects 502,000 cuts in 2026. But every prior tech revolution ended with more work, higher wages, and shorter hours. Here's the long-run shape.
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AIAI Agent Memory Is Not Search: Why Your LLM Context Window Is an Archive, Not a Brain
AI agent memory and search are not the same thing. Here's why a bigger context window doesn't give your agent a brain — and what the missing layer actually looks like.
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AISecure Agents or Shadow Ones: How Prompt Injection, Shared Keys, and Tool Sprawl Quietly Compromise Your Stack
Prompt injection, shared credentials, and tool sprawl turn shadow AI agents into data leaks. Here's the architectural pattern that makes the dangerous things structurally impossible.
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AIWhat Actually Works When You're Running 70+ Autonomous Agents
Most AI agent governance frameworks are committee-shaped. The marketing failure mode is architectural. Here's the 4-dimension runtime pattern that holds at 70+ agents.
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AIMarketing Data Integrations Are the Real AI Moat: Why 1000+ Connectors Beat a Smarter Model
Everyone's racing to build smarter agents. We spent 8 years building boring pipes. Here's why marketing data integrations are the unsexy infrastructure that decides whether your AI stack survives the next API change.
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AIWhy Pharma Marketing AI Needs an Industry-Specific Knowledge Graph (And Why Generic Agents Are a Compliance Liability)
A generic AI marketing agent in pharma is a lawsuit waiting to happen. Here's why regulated industries need an industry-specific knowledge graph — and what one actually encodes.
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AIConversational UI vs Buttons: AI Agents Don't Kill the Click. They Compress It.
Bret Taylor said AI agents will kill button-clicking. The more accurate read: agents absorb navigation clicks and compress UI down to the few clicks that actually own a decision.
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AIThe AI-Native Marketing Team Is a Hiring Trap
Every CEO wants an AI-native marketing team. Here's why the best operators of AI agents inside our customers are ten-year veterans, not AI-native juniors — and what to hire for instead.
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MarTechAgent Sprawl in Marketing: Why 14 Disconnected AI Tools Quietly Kill ROI
Marketing teams now run an average of 14 AI tools with zero shared memory. Here's how agent sprawl silently erodes ROI — and the architectural fix.
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CompanyImprovado Recognized as "One to Watch" in Snowflake's Modern Marketing Data Stack Report
Improvado has been recognized as a 'One to Watch' in the Analytics & Data Capture category of Snowflake’s Modern Marketing Data Stack Report for 2024.
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CompanyImprovado Partners with Walmart Connect to Enhance Retail Data Analytics
Improvado partnered with Walmart Connect to provide retail brands with a powerful solution for efficient, comprehensive revenue reporting.
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CompanyBI & ETL Partners for Snowflake: Improvado Guide 2026
BI & ETL partners for Snowflake: Learn how Improvado and Snowflake provide enterprise-grade marketing analytics and campaign intelligence in 2026.
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CompanyImprovado, SXSW Partner to Elevate Enterprise Marketing Analytics & Insights
Improvado partners with SXSW(R) 2024 as the Official Marketing Analytics Partner, revolutionizing brand analytics with AI-powered data integration and insights. Explore future marketing technologies and gain actionable insights with Improvado at SXSW.
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MarTech7 AI Marketing Trends Reshaping Strategy in 2026
Discover 7 AI marketing trends reshaping 2026: from AI Overviews killing organic traffic to machine customers. Includes adoption frameworks & ROI benchmarks.
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MarTechA Week in AI Marketing Analytics, Week 45
Uncover the valuable insights on AI in marketing analytics from Improvado AI Agent and discover the questions that marketers asked.
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CompanyDaniel Vinogradov: Improvado VP of Product Announcement
Daniel Vinogradov: Read about his promotion to VP of Product at Improvado and what it means for the company's future in 2026.
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AnalyticsTop 10 Marketing Analytics Trends for 2026
Discover the top marketing analytics trends for 2026: AI-powered automation, MTA+MMM convergence, privacy-first measurement, and unified frameworks replacing silos.
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MarTechMarTech Trends: 10 Innovations to Watch in 2026
Explore 2026’s biggest MarTech trends – from AI-driven personalization to first-party data and automation. See how Improvado powers them with unified data.
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CompanyImprovado Revenue: Series A Funding News
Improvado revenue: Learn about Improvado's $22M Series A funding and the launch of its marketing and sales data aggregation platform