AI automation,built by operators
AI agents and automations for operations-heavy businesses. Built by an operator who scaled a $1B+ company's fulfillment output 10x, and a senior engineer who ships production AI.
Start with the Operations AI Audit
Half a day inside your business, on-site or remote. If we're local, we walk your floor and sit with your team where the work happens. If your highest-value automations live in the back office, your analytics, or on the web, we dig in remotely through working sessions and a look at your actual systems. Either way, we map how work really flows and hand you a written, prioritized list of your five biggest inefficiencies - what each one costs you, and what we'd automate first, with ROI estimates.
Fixed audit price
Fixed scope, credited toward your first build.
Charlotte intro rate
For Charlotte-area businesses booked by September 30, 2026.
Credited within 60 days
Fully credited toward your first automation build if you move forward within 60 days.
No useful findings, no fee
If we find nothing worth fixing, you don't pay.
What you get
A written, prioritized report covering your five biggest inefficiencies - the cost of each, what we'd automate first, and ROI estimates.
How long
Half a day of focused work, on-site or remote, then a written report within 5 business days.
What's next
Fixed-scope builds quoted against specific findings. The audit fee credits toward the build. No open-ended retainers to start.
What we automate
The repetitive operational work that burns hours and breaks when it piles up - order exceptions, customer questions, daily reporting, and back-office data. We automate the parts that don't need a person, and route the parts that do.
Why is order #48192 still not moving?
Carrier scan is stale, SKU is in stock, and the customer has already asked once. Drafted update and routed to warehouse lead.
Catch order problems first
Stuck shipments, failed carrier scans, inventory mismatches - flagged the moment they happen, checked against carrier and stock data, with a customer update drafted and the exception sent to whoever owns it. Handled before the "where's my order" email shows up.
Learn MoreCustomer cannot find invoice for last month's subscription.
Matched account, found invoice, checked shipment status, and attached the order timeline before escalation.
Answer customers with full context
When someone asks where their order is, why they were charged, or what happened to a shipment - the account, invoice, status, and order history are already gathered and attached. Your team resolves the ticket instead of assembling the backstory from scratch.
Learn MoreRun the daily routine on autopilot
KPIs pulled, tools synced, the ops brief written, approvals queued - before anyone logs in. The operational housekeeping that has to happen every single day just happens, and your team opens the morning already knowing what needs a decision.
Learn MoreMatched 37 purchase orders, flagged 4 invoice mismatches, and turned the weekly spreadsheet into owner-specific next actions.
Clear the back-office grind
Purchase orders matched, invoices checked against them, messy exports cleaned, recurring reports turned into a short list of what to act on. The finance and data busywork that eats afternoons, handled in the background.
Learn MoreWhy Choose Us
Built for operators who need useful automation, not another vague AI project.
Run by operators
Dairis helped run four facilities and 800+ people. We've done shift changes, peak seasons, and audits from the other side.
Senior engineering only
Daniels ships production systems with real paying users. Not demos. Not prototypes dressed up as operations.
We train your team
Every build ships with documentation and hands-on training so your people can run, adjust, and extend the automations.
Fixed scope, honest ROI
Audits and builds are priced against specific findings. If the numbers don't work, we'll say so.
Agentic Business OS
The agentic tooling we use on client work is open source - inspect how we build before you hire us. Daniels uses the same patterns to run Caliverse and to turn messy workflows into reliable automations.
Find out what your manual work is costing you.
Start with a focused audit, a short list of the biggest leaks, and a clear first build if the numbers make sense.