The Oneop blog
Writing on AI agents and governance, support, CRM, accounting and inventory — from the team that builds Oneop. Every product claim traces to the codebase.
- Automation
When not to automate: tasks that should stay human
An automation vendor's list of what to keep human: angry customers, money movements, exceptions, apologies — and the tests that tell you which is which.
6 min read
- Chatbots
A practical guide to grounding a chatbot in your KB
How to make a chatbot answer from your knowledge base instead of inventing: content that retrieves well, flows before generation, honest fallbacks.
7 min read
- Inventory
Stock you can promise: ATP and why overselling happens
Overselling is an architecture bug: promising from on-hand instead of available-to-promise. How reservations and one invariant prevent it.
6 min read
- Support
How to run support on 2 channels done well
A support operation built on web chat and email — with SLA clocks, clean handoff and one inbox — beats six half-staffed channels. Here is the structure.
7 min read
- Finance
Double-entry accounting, explained for founders
Why every transaction posts twice, why debits must equal credits, and why period locks and reversals matter — double-entry basics for non-accountants.
7 min read
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Join the waitlist- AI Governance
Autonomy levels: a governance model for AI at work
Suggest, approve, autonomous: a three-level governance model for AI agents, plus the categories that should stay locked regardless of the dial.
6 min read
- Architecture
Why your AI agent should live inside your system of record
An AI agent bolted onto your stack via integrations acts on stale copies it cannot verify. The case for agents that run inside the database of record.
6 min read
- Pricing
The hidden cost of per-seat plus metered AI pricing
Per-seat pricing taxes growth and per-resolution AI taxes success. How stacked pricing models compound, and what a flat, capped alternative looks like.
6 min read
- Definitions
AI agents vs AI chatbots: the actual difference
A chatbot answers inside a conversation. An agent pursues a goal with tools and can change your records. The distinction that matters is write access.
6 min read
- Definitions
What is an AI-first customer platform?
An AI-first customer platform puts governed AI agents on the same database as your CRM, tickets and books. Here is what that means and how to evaluate one.
7 min read
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