Insights
Plain answers to the questions we get on every call
How much does an AI agent cost?
A custom business AI agent usually costs $6K to $15K with integrations. Audits run under $1K, a single workflow runs $2K to $10K, and platforms or full data mirrors are priced by data size. Model usage, hosting, and maintenance continue after launch. Integrations and autonomy move the price more than anything else.
6 min
AI automation agency vs. consultant vs. in-house: which do you need?
Hire a consultant when you do not yet know what to build. Hire an agency when you know the job and need it shipped. Hire in-house when AI work is steady and central to how you compete. Most small companies should start with a short audit, then one scoped project.
6 min
Custom AI vs. off-the-shelf: when to buy and when to build
Buy off-the-shelf AI when a product covers about 80 percent of the job and your process is not what sets you apart. Build custom when the workflow is how you win, when deep integration matters, or when seat fees and workarounds cost more than building. Most companies should buy first.
6 min
What should you automate first? A scoring method that works
Automate the task that scores highest on four things: how often it happens, how cheap a mistake is, whether the data is already accessible, and whether two people would agree when it is done. Inbox triage, lead follow-up, and report assembly usually win. Skip anything scoring lowest on any single measure.
6 min
How to keep AI agents safe: controls that work without trusting the prompt
Keep AI agents safe with controls outside the model. Enforce permissions in the database, sign results, cap spending, and keep a halt switch that stops everything. Add approval queues, audit logs, and a practice mode before customers meet the agent. A prompt is an instruction, and it can be ignored or talked around.
6 min
Own your data before you buy AI
Before buying AI, find out who actually holds your data. Mirror operating records into a database you control, keep a verified second copy at a different vendor, and read your software contracts first. AI can only use data it can reach, and data held by one vendor can leave when that vendor does.
6 min
Tell us what is eating your week
A free discovery call with a solutions architect, or a blueprint in about a minute.