The cost of a wrong-truck dispatch is real money.
A customer calls Northstar and says, "I need an outlet fixed in my garage." The dispatcher books a service van. Tech arrives, takes one look at the panel, and realizes it's actually a tripped breaker on a maxed-out 100-amp service that needs an upgrade. Wrong tools. Wrong skill level. Two hours of windshield time, no work done, customer rescheduled.
Eric Lindqvist calculated each wrong-truck dispatch cost him about $200 in lost productivity. His shop was averaging four a week. That's $40,000 a year in wasted hours — money disappearing before he ever billed a job.
Taiso pre-qualifies the way a journeyman would.
Northstar wired Taiso into their dispatch system and gave it a simple rule: don't book a truck until you understand the job. Taiso asks the questions a senior electrician would — *what's the symptom, when did it start, when was the panel replaced, what brand breaker, do you smell anything burning, is it a fuse box or a breaker box.* It refuses to book service for anything it can't scope confidently.
Bonus: Taiso also calls supply houses outbound. When a job needs a specific breaker brand or a custom panel, Taiso dials the local supplier, asks for stock, gets the price, and books the part for pickup — all before the truck rolls.
What Taiso does for Northstar specifically:
- Pre-qualifies every service call — symptom, history, panel type, brand, smell, age of system
- Refuses to book what it can't scope; routes complex calls to senior tech voicemail
- Routes by tech specialty and truck inventory — service van vs. installation rig vs. panel-upgrade truck
- Calls supply houses outbound when jobs need specific parts; reserves them for tech pickup
- Confirms permit requirements before dispatching anything that needs one
"We stopped sending the wrong truck. Saved us $32,000 our first year. Honestly the only AI I've ever liked."
Illustrative — not an actual customerOutbound is the part nobody else does.
Eric was sold on Taiso the day his lead tech said, "I picked up parts at Northland and they already knew what I was coming for." Most voice AI products only answer the phone. Taiso also makes calls — to suppliers, to vendors, to confirm with customers — and that closes the loop nobody else closes.