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01Tech & Editorial ContentResearch · Campaigns · AI workflows

Research that establishes brand authorityContent that creates revenueAI workflows that scale expertise

My work below showcases flagship research, executive perspectives and industry narratives for enterprise technology and AI. Each piece starts with technical source material and subject-matter expertise, then uses original research, strategic narrative craft and deep collaboration to build an argument a business audience can act on.

Featured · Snowflake · Flagship research · Multi-channel campaign

The Modern Marketing Data Stack, 5th Edition

I co-led the fifth edition, wrote its introduction and the CMO’s Cannes Lions launch perspective, and extended it into campaign assets across channels.

11,500+ customers13 categories55 pagesCannes launch

Full report ↗

Industry guides

Snowflake · Ebooks

I researched and wrote these cross-functional assets and project-managed their review and design, collaborating with many teams. They are thought leadership reports and guides used in marketing campaigns, demand generation and account-based marketing (ABM).

Financial servicesThe Ultimate Guide to AI-Ready Data for Financial Services

A business case for AI-ready data in banking, insurance and capital markets, built around six use cases from investment research to fraud, underwriting and FinOps.

Full guide ↗
Cross-industryThe Ultimate Guide to Data + AI for Industries 2026

From hype to business value: how data, gen AI and AI agents are changing work across seven industries, from financial services and media to healthcare, public sector and manufacturing.

Full guide ↗
Public sectorThe Essential Guide to Data + AI for Public Sector

How government agencies can close the data and AI gap: three steps to transform digital government, and why modernization can’t wait.

Full guide ↗
Media & entertainment · with SlalomThe Future of Media and Entertainment: Unlocking Customer Value with Data

How publishers, sports teams and leagues, music and video gaming companies turn data into memorable fan moments and lifetime customer relationships.

Full guide ↗
Jump to blogs ↓

Make complexity clear, live

Try the interactive experience

Much of my work starts with source material like this. Drag the slider to watch one dense sentence go through three rounds of editing, for a sense of the value an experienced human writer and editor brings to complex ideas.

Leveraging a holistically governed, cross-functional agentic AI enablement paradigm, organizations can operationalize autonomous, multi-step decisioning workflows across the heterogeneous marketing technology estate while maintaining policy-aligned guardrails, auditability and compliance with evolving universal opt-out and data-deletion regulatory frameworks.

With governed agentic AI, companies can run autonomous, multi-step workflows across their marketing technology while keeping guardrails, auditability and compliance with new privacy laws.

AI agents can now run multi-step marketing work on their own, as long as companies keep them governed, auditable and compliant.

AI agents are ready to act. The hard part is letting them act safely.

Source draftFirst editSecond editFinal
41Words
11sTo read
9Jargon terms

AI Content Workflows

Built at Snowflake · How the work scales
AIEnd-to-end workflowEditorial Intelligence

An AI-powered, end-to-end workflow that combines enterprise context retrieval, intake, specialized drafting and editing skills, and human review, so AI-assisted content is specific, authoritative and carries the company’s point of view instead of sounding generic. I created it at Snowflake to scale quality content and self-service tools across other teams.

13Category rubric and recommendationsAI Content Review

An AI skill trained on 13 content quality dimensions, with an assessment output that gives teams a repeatable way to evaluate and improve content at scale.

AutoInterviews to searchable archiveAI transcription pipeline

An AI automation that collects the video team’s completed interviews, creates a transcript document for each, saves them to a shared Google Drive folder and automatically updates an index sheet with all the details and links.

Results at Onfido

Senior content marketing manager · 2021–2024
136%Year-over-year blog viewsEditorial strategy for the corporate blog

Led year-over-year growth in blog views and improved top-20 keyword rankings with a data-informed strategy that combined search, industry storytelling and audience needs.

2×Free-trial signups in week oneInteractive product tour, demos and videos

An interactive product tour with video and guided demos that doubled free-trial signups in its first week and improved pipeline conversion.

Contact

Get in touch

I’m open to select editorial and narrative contracts: flagship research, executive thought leadership, AI content workflows and documentary storytelling.

Connect on LinkedIn ↗ lubna dot takruri at gmail.com
Email me
Lubna Takruri