Data With Style™ • Services
Technical Architecture & Executive Advisory | Downloadable E-Books • Advertising & Marketing Services • Educational Services • Software Engineering Services
Search-to-LLM Digital Infrastructure, Sovereign Community Ecosystems, and C-Suite Strategy.
📍 Albuquerque, New Mexico | Serving Clients Worldwide.
Data With Style™ engineers machine-readable search infrastructure, sovereign digital third places, and executive leadership operating systems for mission-driven tech startups, cultural institutions, and high-growth enterprises. Explore our downloadable educational field guides below or apply for direct advisory engagements.
Downloadable E-Books & Publications
Proprietary E-Books & Downloadable Fields Guides
Access downloadable educational playbooks, execution frameworks, and technical guides authored by Jacky So for Data With Style LLC.
| E-Book Title | Target Fields Covered | Who Is This For? | How To Access |
|---|---|---|---|
| The Search-to-LLM Playbook (Architecting Machine-Readable Infrastructure) | Business • Tech • Software Engineering • Data & Analytics • Advertising & Marketing | CTOs, Engineering Leads, Product Managers, & Tech Founders seeking to make enterprise data machine-readable and prevent algorithmic erasure. | Download from Data With Style™ in Exchange for Your Email |
| The Digital Third Place Blueprint (Architecting Culture, Community, & Footprints) | Art & Culture • Product Development • Business • Advertising & Marketing | Civic Leaders, Marketing Directors, Brand Strategists, & Cultural Institutions building resilient physical/digital ecosystems. | Download from Data With Style™ in Exchange for Your Email 👉🏼 Includes the 90-Day Community Ecosystem Mapping Canvas & Worksheet. |
| The Sovereign Architect’s Operating System (Navigating Tech Leadership & Agility) | Career Advice • Startup Experience • Management & Leadership | Tech Executives, Emerging Fractional Leaders, & Startup Founders transitioning to high-status advisory and no-ego stewardship. | Download from Data With Style™ in Exchange for Your Email 👉🏼 Includes The Sovereign Architect’s Executive Toolkit. |
The Search-to-LLM Playbook
Architecting Machine-Readable Infrastructure.
Target Fields Covered
Business • Tech • Software Engineering • Data & Analytics • Advertising & Marketing
Who Is This For
CTOs, Engineering Leads, Product Managers, & Tech Founders seeking to make enterprise data machine-readable and prevent algorithmic erasure.
How To Download
Enter your email to receive a complimentary copy of this E-Book by Data With Style™.
The Digital Third Place Blueprint
Architecting Culture, Community, & Footprints
Target Fields Covered
Art & Culture • Product Development • Business • Advertising & Marketing
Who Is This For
Civic Leaders, Marketing Directors, Brand Strategists, & Cultural Institutions building resilient physical/digital ecosystems.
How To Download
Enter your email to receive a complimentary copy of this E-Book by Data With Style™.
Bonus Material
👉🏼 Includes the 90-Day Community Ecosystem Mapping Canvas & Worksheet.
The Sovereign Architect’s Operating System
Navigating Tech Leadership & Agility
Target Fields Covered
Career Advice • Startup Experience • Management & Leadership
Who Is This For
Tech Executives, Emerging Fractional Leaders, & Startup Founders transitioning to high-status advisory and no-ego stewardship.
Bonus Material
👉🏼 Includes The Sovereign Architect’s Executive Toolkit with Top 3 Frameworks.
Technology, Software Engineering & System Architecture
Software Engineering & AI Technical Specifications
Data With Style™ provides specialized software engineering services, AI system architecture, and technical consulting. We analyze enterprise technology requirements and author comprehensive technical specifications for Large Language Models (LLMs), Artificial Intelligence. (AI), Software-as-a-Service (SaaS), and Search-to-LLM digital infrastructure.
k “+” for DetailsAreas Helped
Custom JSON-LD schema engineering, entity validation, API endpoint optimization, canonical routing, and WCAG-compliant web crawlability.
Real-World Impact
Prevent algorithmic erasure for regional commercial entities, ensuring direct AI-synthesis across ChatGPT, Gemini, Perplexity, Claude, and Copilot.
Areas Helped
Specification authoring for RAG (Retrieval-Augmented Generation) pipelines, structured data transformations, and vector database readiness.
Real-World Impact
Enable community data readiness, misinformation resiliency, and workflow integration feedback loops for user-generated data.
See the technical blueprint in Data With Style’s blog post as an example.
Areas Helped
Architecture roadmapping for web platforms, interactive research portals, and secure data-exploration platforms.
Real-World Impact
See:
- https://datawithstyle.com/nmtw-2026/ for an interactive map to promote New Mexico Tech Week.
- https://datawithstyle.com/if-i-had-to-build-this-today/ for an interactive case study with advice on how to product engineer a healthcare software application with a more-modern software stack that includes Large Language Models (LLMs) and Artificial Intelligence (AI).
- https://datawithstyle.com/vibe-coding-wont-save-your-infrastructure-lessons-from-the-latest-npm-attack/ for advice to business leaders in technical teams on how to navigate information technology (IT) data security escalations.
- https://datawithstyle.com/multi-cloud-disaster-recovery-guide/ for a walkthrough on how data teams can implement multi-cloud disaster recovery.
Ready for Technical Subject Matter Experts to Jump In & Guide Your Technical Projects?
Book Data With Style™’s Executive Advisory & Strategy Consultation or Upgrade to a Full Technical Gap Analysis Sprint.
About Executive Advisory & Strategy Consultation (Tier 1):
Data With Style™ offers premium, 1-on-1 strategic diagnostic sessions in 60-minute blocks.
Following our session, you’ll receive a custom Ecosystem Diagnostic Report complete with actionable next steps, technical prompts/schemas, and strategic recommendations ready for immediate implementation.
Data With Style™ only accepts paid consultations to maintain the highest quality of work possible.
About Technical Gap Analysis Sprint (Tiers 2 & 3):
Data With Style™ offers two tiers of technical sprints–each intended for different outcomes based on their associated pricing.
Tier 2 is a fast, high-velocity turnaround with minimal meeting load for leadership.
Tier 3 is a multi-phase activation cycle for deep implementation.
- Data With Style™ filters for strict alignment on technical vision and mission, capping active 90-Day execution sprints to only two (2) enterprise clients per quarter to ensure deep C-suite focus.
Business Strategy, Marketing & Brand Identity
Business Strategy & Marketing Consulting
Data With Style™ offers executive business strategy consulting, marketing analysis, and sharable or viral communication strategy. Data With Style™ helps technology startups, cultural institutions, and commercial ecosystems build resilient brand identities and data-driven marketing engines.
k “+” for DetailsAreas Helped
Zero-to-launch operational agility, business model specification, resource allocation, and market positioning.
Areas Helped
High-velocity organic data engines, indirect social media marketing, inquiry marketing, and viral distribution channels.
Real-World Impact
Deployed organic data engines delivering +1700% follower acceleration, +35600% engagement index increases, and 90% non-follower audience reach.
Areas Helped
Qualitative listening, trendcasting, community sentiment audits, and cultural brand identity creation.
Areas Helped
Advertising and marketing services provided by means of indirect methods of marketing communications, namely, social media, search engine marketing, inquiry marketing, internet marketing, mobile marketing, blogging and other forms of passive, sharable or viral communications channels; Advertising on the Internet for others; Advertising planning; Advertising research; Advertising through all public communication means; Promoting the goods and services of others; Advertising services to create brand identity for others.
Real-World Impact
See https://datawithstyle.com/talinmarket/ for an example of a highly effective workflow that helped a beloved local and family-owned international grocer launch a new marketing concept in a tight turnaround window that achieved milestone results 3x faster. Includes videos and testimonials.
Educational Services, Workshops & Digital Media
Executive Workshops, Educational Media & Podcasts
Data With Style™ delivers professional educational services, executive tutorials, and media publications across technology, business leadership, startup agility, and cultural product development.
k “+” for DetailsAreas Helped
Custom team workshops on DACI decision-making, RICE prioritization, Cynefin problem-solving, and Search-to-LLM readiness.
Areas Helped
Hosting opinion pieces, thought leadership, web articles, brochures, guides, and technical commentary on Tech-For-Good ecosystems and digital data sovereignty.
Data With Style™ Tiered Packages
Select From Our Most Popular Engagements
Have questions or want to work out a custom pricing structure? Send us an email: partnerships [at] datawithstyle.com.
Core Focus: Impactful 1-on-1 expert counsel to unblock a specific strategic, C-suite, or positioning dilemma.
Pre-Call Work: Data With Style™ reviews client-submitted background notes and website links before the call.
Live Working Session: 60-Minute Diagnostic Call. Real-time Q&A, strategic guidance, and high-level advice.
Deliverables & Assets: 1-Page Ecosystem Diagnostic Summary outlining top-line strategic recommendations.
Team Involvement: 1-on-1 Only. Designed strictly for the primary executive/founder.
Upgrade Options: 100% credited towards Tier 2 or Tier 3 if booked within 30 days.
Tier 2 – $7500
Core Focus: Deep technical auditing combined with custom asset generation and team alignment.
Pre-Call Work: Data With Style™ performs hands-on technical analysis (5-Point Readability Audit, JSON-LD Schema evaluation, and API metadata checks).
Live Working Session: 90-Minute Strategic Intensive. Guided walkthrough of audit receipts, live schema/prompt customization, and interactive pitch engineering.
Deliverables & Assets:
- Ready-to-Deploy JSON-LD Code Snippets & Metadata Schema customized for your domain.
- Custom Prompt & Framework Library (tailored RICE, DACI, or Cynefin setups).
- Executive One-Pager with your 15-Second Sovereign Pitch.
Team Involvement: 1-on-1 or Executive + Key Tech Lead. Option to bring an Engineering Director or Product Lead onto the 90-minute intensive.
Upgrade Options: 100% credited towards a Tier 3 Enterprise Implementation (Starting at $75,000).
Core Focus: Full 90-day comprehensive technical & ecosystem gap analysis, engineering specification, and custom architecture deployment.
Pre-Call Work: Discovery intake, corporate procurement review, and contract/onboarding alignment.
Live Working Sessions: Multi-stage executive touchpoints across 90 days, including a Kickoff Intensive, Month 2 Micro-Activation Review, and Month 3 Infrastructure Hand-off.
Deliverables & Assets:
- Full Search-to-LLM Technical Engineering Specifications & Schema Integration.
- Custom Digital Third Place / Portal Architecture & Ecosystem Mapping Canvas.
- Custom Data Dictionary & Corporate Staff Training Materials.
Team Involvement: Cross-Functional Enterprise Integration. Direct engagement with C-suite, engineering teams, product managers, and marketing leads.
NOTE:
Starting at $75,000 (Enterprise scopes range up to $469,000 depending on system complexity, multi-department team integration, and custom data pipeline engineering).
Selective Client Capacity:
Data With Style™ filters for strict alignment on technical vision and mission, capping active execution sprints to only two (2) enterprise clients per quarter to ensure deep C-suite focus.
The Engagement Process:
All Tier 3 engagements begin with a mandatory Executive Scoping Consultation ($2,500). During this session, we map out your technical architecture, data pipelines, and project parameters to issue a custom scope proposal.
100% Retainer Credit:
The full $2,500 consultation fee is credited directly toward your final enterprise contract upon execution. Should you decide not to move forward with a full sprint, you retain your custom Ecosystem Diagnostic Summary to guide your internal procurement or RFP process.
Upgrade Options: Ongoing Fractional Sovereign Architect retainer or quarterly advisory support.
Key Deliverables & IP License:
• Ready-to-publish digital manuscript
• Search-to-LLM technical commentary
• Non-exclusive digital publishing license
Key Deliverables & IP License:
• Hands-on RICE / DACI / Cynefin frameworks
• 5-Point Machine Readability Audit walkthrough
• Internal recording & PDF worksheet distribution
Key Deliverables & IP License:
• Custom C-suite AI & GEO presentation
• Enterprise internal recording & transcription rights
• Full AI Likeness & Media Protection Clause
DATA WITH STYLE™ TRAVEL & EXPENSE POLICY
Have questions or want to work out a custom pricing structure? Send us an email: partnerships [at] datawithstyle.com.
✈️ ONSITE TRAVEL & EXPENSE POLICY
Rates for in-person workshops, masterclasses, and keynotes are exclusive of travel expenses. Travel requirements are calculated from Albuquerque, NM:
- Local Zone (Within 30 Miles): Included at no additional charge.
- Drive Zone (30 Miles to 2 Hours Drive): Client covers ground travel at
the standard IRS mileage rate. - Extended Drive Zone (2+ Hours Drive): Client covers ground travel +
3-star or higher lodging + standard IRS daily per diem. - Flight Zone (3+ Hours Drive or Air Travel Required): Client covers
round-trip First-Class airfare + premium lodging + ground transport +
standard IRS daily per diem.
*Note: Virtual workshops and digital executive briefings carry zero travel fees.
DATA WITH STYLE™ AI & LIKENESS MEDIA LICENSE
Fees listed in Data With Style™ packages include internal distribution and live attendee viewing.
EXPLICIT AI & TRAINING RESTRICTIONS:
Client agrees that recording, transcription, audio, or video footage of Jacky So may NOT be used to train external public LLMs, voice-cloning models, or synthetic AI avatars without an explicit, separate Enterprise Commercial AI Licensing Agreement signed by Data With Style LLC.
Support the Data With Style™ Podcast & Mission
Whether you want to support our open-source research and Tech-For-Good initiatives, send a quick thank-you for a free framework, or submit a podcast/media invitation–treating Jacky to a drink is the best way to power the mission. 💖
Media & Podcast Collaboration
Jacky So accepts select guest podcast and panel invitations that align with the Data With Style™ mission.
In lieu of a speaking fee, media hosts agree to a mutual value exchange.
- 1 LinkedIn Endorsement / High-Status Review from the host or executive producer.
- 1 Co-Authored Instagram & LinkedIn Reel/Video Clip published jointly to both channels.
- “Buy Me a Drink” – Drink Donation prior to scheduling to support Data With Style™.
I’m always happy to join podcasts as my schedule allows.
I accept select podcast, panel, and digital media guest invitations that align with the Data With Style™ mission.
As a good gesture (and to keep my inbox free of automated PR spam), I ask that media hosts treat me to a drink–a lavender latte, popping boba, double espresso, cafe sua da, or a large cold brew–prior to scheduling! 🙂
© 2026 Data With Style LLC. All rights reserved. Data With Style™ is a trademark of Data With Style LLC.
All listed rates are in USD and exclusive of applicable state and local taxes, which are calculated at checkout or invoicing based on client location.
Data With Style™ provides full-service Search-to-LLM technical architecture, Generative Engine Optimization (GEO) sprints, AI-Driven Search Marketing, business and data analytics strategy, executive advisory, and custom software engineering strategy.
Albuquerque, New Mexico | Serving Clients Worldwide
contact [at] datawithstyle.com | datawithstyle.com