Field notes & systems teardowns.
Operating playbooks, configuration critique, and short writeups from active SideB engagements. Published when we have something useful to say.
RevOps 101: Why scaling companies need operators before they need employees.
Revenue Operations is the seam between what marketing promises, what sales closes, and what finance can actually collect. Most scaling companies get to it too late, hire the wrong person too early, and burn 12–18 months learning what an experienced operator would have told them in week one.
AI 201: From Prototype to Production
Semantic routing, context caching, and shadow-AI governance — the three moves that turn an AI prototype into a production system your ops team can actually run.
Why your omnichannel RAG is hallucinating.
Three patterns we see across omnichannel and digital-first stacks where retrieval-augmented generation breaks — and the execution playbooks we hand off so your internal team can ship the fix.
AI 101: The Manager's Glossary to AI
RAG, tokens, chunks, hallucinations — the four terms every operator will hear in their next AI vendor pitch. Here's what each actually means, in the language of the P&L.
Procurement Modernization for AI-First Orgs
Procurement looks like a back-office function until you measure how much of your revenue stack it touches. For AI-first orgs the math gets even more lopsided — every vendor decision now has a model, an API and a usage cost.
Agentic Commerce and the New Revenue Surface
Agentic commerce is going to change where your conversion happens — and which APIs your revenue lives on. Most payments teams are still optimizing the checkout page their best customers will never see again.
BNPL & Wallet Mix as a Margin Lever
BNPL and digital wallets are the two most miscategorized line items in modern revenue stacks. CFOs treat them as cost; the operators winning treat them as a margin lever.
The Vendor Cost Review You Should Run Every Quarter
Most payments cost reviews happen once a year, two weeks before renewal panic. By then your processor markups, cross-border fees and scheme pass-throughs have already drifted 8–12% off the contract you signed.
The Orchestrator Decision: When to Add One, When You're Just Paying Twice
Orchestration is the most over-pitched layer in modern payments. We've seen it pay for itself in six weeks, and we've seen it add 11bps of fully-loaded cost without moving the auth rate a fraction.
The Acceptance Math: How a 1.4-pt Auth Lift Pays for the Whole Retainer
For merchants doing $200M+ in card volume, a 1.4-pt auth-rate lift is worth more than your entire annual payments-operations budget. Most teams leave it on the table because nobody owns the full P&L impact.