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Insights on AI, security, software architecture, and building what's next for ambitious businesses.
1574 articles in Guide · Page 3 of 79
The MVP Scoping Framework: Cutting to the One Thing That Matters
Learn the MVP scoping framework to isolate the single load-bearing feature—reduce waste, ship fast, and drive measurable AI ROI. Proven method by PADISO's
Teardown: What Broke When a Client Scaled Their AI Feature 10x
A 10x traffic spike exposed hidden flaws in an AI feature. We break down the thread-pool exhaustion, prompt drift, cost runaways, and data gravity failures
War Story: The Cheapest Vendor That Cost the Most
A mid-market CEO learned the hard way that the lowest bid can be the most expensive. Read the rescue story and discover how to avoid the hidden costs of cheap
What a Good AI Readiness Report Actually Contains, With an Example Outline
A good AI readiness report connects data, infrastructure, and talent to revenue and EBITDA. See the sections that matter, a full example outline, and how
A Governance Framework for AI That Won't Slow Your Team Down
Discover a practical AI governance framework that balances risk management with development velocity. Learn how mid-market leaders and PE firms can implement
War Story: When 'Just a Small Change' Became a 3-Week Fix
A small feature tweak turned into a three-week firefight. Learn how to spot hidden complexity, protect ROI, and why fractional CTO leadership stops small
Teardown: The Prompt-to-Production Pipeline for a Customer-Facing AI Feature
A step-by-step teardown of the prompt-to-production pipeline for customer-facing AI features: prompt engineering, guardrails, evals, observability, and scaling
What to Ask a Fractional CTO Before You Sign the Retainer
Vet a fractional CTO with our board-ready checklist: 20+ questions on AI readiness, cloud strategy, security, and ROI. Build trust and avoid a costly misfire
Field Notes: What I'd Tell a Founder Starting Their First AI Project Today
Hard-won advice from PADISO's founder Kevin Kasaei on launching your first AI project: avoid the hype, pick the right use case, and drive measurable ROI. A
The Questions to Ask Before Any AI Vendor Touches Your Data
Don’t hand over sensitive data until you’ve asked these 10 crucial questions. A practical guide for CEOs and boards to protect data, stay compliant, and unlock
The Ship-or-Kill Framework for AI Pilots
Comprehensive guide for CEOs and operators to decide when to scale or shut down AI pilots. Learn the Ship-or-Kill Framework with kill criteria, ROI gates, and
Should You Hire an AI Agency or a Fractional CTO? The Honest Comparison
Agency or fractional CTO for AI? Compare ownership, outcomes, cost, and speed. Discover why mid-market and PE-backed companies choose embedded leadership over
Teardown: How One Client Went From Spreadsheet Chaos to a Real Data Layer
A deep-dive teardown of how a mid-market firm escaped spreadsheet chaos by building a real data layer—slashing close times, eliminating errors, and unlocking
War Story: The Security Gap a Client Didn't Know They Had
A hidden security flaw nearly derailed a $5M enterprise deal. Discover how a fractional CTO uncovered the gap in days, achieved SOC 2 audit readiness with
How to Buy AI Services Without Getting Sold Hype
A no-nonsense buyer's guide for mid-market leaders and PE firms to filter AI vendors, spot hype, and demand real ROI. Written by the fractional CTOs at PADISO.
Field Notes: The One Metric That Predicts Whether an AI Project Ships
Discover the single metric that predicts whether an AI project ships—and how mid-market leaders and PE firms use it to cut waste, accelerate ROI, and achieve
How Long Does an AI Readiness Assessment Take, and What Do You Get?
Discover the typical timeline and deliverables of an AI readiness assessment sprint. Get a fixed-fee 2-week audit with a clear roadmap and AI ROI projection
How to Set an AI Budget: A Framework for First-Time Buyers
Learn a practical framework for setting your first AI budget. Avoid common pitfalls, balance cost and value, and build a defensible plan that earns board
Teardown: A Security Audit That Found the Three Things That Actually Mattered
Most security audits bury you in findings. This teardown reveals the three critical fixes that transformed one company's risk profile—and how you can achieve
War Story: A Data Problem Disguised as an AI Problem
A real war story where an AI project failed because of upstream data issues. Learn why data provenance trumps model selection and how to secure AI ROI from a