Field notes from a working platform.
Writing from Drew Harris on how we build, what we've learned, and where the category is heading.
- SaaSleadership
Hiring for Altitude, Not Pedigree
In 2026, SaaS leaders are still getting hiring wrong. Here's how to stop chasing pedigrees and start screening for what actually delivers results.
Drew Harris · May 15, 2026 - AISaaSleadership
Your Calendar Is Your Cage
Even the most in-demand experts face an income ceiling because they can only sell their time. Here's how to break the hours-for-dollars trap.
Drew Harris · May 15, 2026 - AIarchitectureknowledge
Why Real Experts Won't Answer Your Question
Generic AI confidently gives answers, but true experts know the real work is in the questions they ask first. Here’s why that distinction matters.
Drew Harris · May 15, 2026 - comparisonevaluationaccuracy
Delphi vs Coachvox vs Apex Replicant: which AI clone platform in 2026?
Most comparisons of AI clone platforms evaluate the wrong things. They compare voice quality (every serious platform has it). They compare setup time (most are within a day of...
Drew Harris · April 22, 2026 · 10 min read - complianceregulatoryaccuracy
FINRA Rule 3110 + GenAI: what financial advisors need to know in 2026
In its 2026 Annual Regulatory Oversight Report, FINRA extended Rule 3110's supervisory obligations explicitly to generative AI outputs, meaning every AI-generated communication a...
Drew Harris · April 21, 2026 · 9 min read - legalverticalaccuracy
AI clones for legal intake: prenup, PI, clinical research use cases
AI clones are now practical for legal intake in three well-bounded use cases: prenuptial agreement qualification, personal-injury case screening, and clinical-research participant...
Drew Harris · April 19, 2026 · 9 min read - evaluationmethodologyaccuracy
Why most AI coaching clones fail at nuance (and how to test before you buy)
Most AI coaching clones fail at nuance for a specific reason: they're trained on an expert's content (blog posts, transcripts, books) instead of the expert's judgment.
Drew Harris · April 18, 2026 · 9 min read - monetizationbusiness-modelcomparison
Client Pays vs Expert Pays: which monetization model for AI coaching?
Client Pays (your client pays per session; you keep a revenue split, platform takes a share) works best when you already charge your human clients and the AI protégé is priced as...
Drew Harris · April 16, 2026 · 8 min read - accuracyevaluation-frameworkmedical
Can an AI coaching clone invent an answer? How to evaluate accuracy
Yes. Every AI coaching clone built on a general-purpose language model can invent an answer. The question is whether the platform's architecture structurally prevents it, how you...
Drew Harris · April 14, 2026 · 9 min read - securitycomplianceaccuracy
How do AI Digital Protégés handle PII?
A well-built AI digital protégé should detect and redact personal data before it enters the vector store, not after a client reads it back.
Drew Harris · April 12, 2026 · 8 min read - knowledge-managementproductaccuracy
RSS-powered knowledge bases: how to keep an AI clone current
An AI clone's knowledge base is only as good as the last time you updated it. RSS-powered ingestion closes that gap: you register an RSS feed (your blog, a podcast feed, a...
Drew Harris · April 10, 2026 · 7 min read - methodologyonboardingaccuracy
What is the 60-Minute Method?
The 60-Minute Method is Apex Replicant's structured interview protocol: a voice-first, AI-guided conversation that extracts the tacit layer of an expert's practice in roughly...
Drew Harris · April 8, 2026 · 7 min read - enterprise-aiexpert-knowledgeknowledge-management
Your Expertise Is Not General Knowledge. Your AI Shouldn't Be Either.
General AI knows everything about everything. But it doesn't know you. The next frontier of enterprise AI isn't smarter models. It's private ones.
Drew Harris · April 8, 2026 · 4 min read - architectureaccuracypii
What an architecture that never invents an answer looks like
An architecture that never invents an answer is one where the model is structurally prevented from answering outside retrieved, grounded content, not merely instructed to stay...
Drew Harris · April 6, 2026 · 8 min read 
foundersceo-perspectivedigital-protegeFrom Vision to Reality: Why We Built Apex Replicant
A CEO's perspective on building Apex Replicant, and on moving expertise from addition to multiplication.
Drew Harris · November 26, 2025 · 6 min read
business-continuitydigital-protegeleadershipSafeguarding Your Expertise: A Plan B for Business Continuity
What happens to your firm when your most experienced person isn't available? A digital protégé keeps their knowledge working when they can't.
Dr. Alan Kadish · November 19, 2025 · 2 min read- digital-protegeai-collaborationexpertise
Interacting with a Digital Protégé: A New Era of Collaboration
What it's actually like to work with a digital protégé: an AI that thinks the way a specific expert does, grounded in their knowledge, not the open internet.
Dr. Alan Kadish · November 18, 2025 · 3 min read