The constraint
A slow quote loses the job to whoever answered first. A wrong one wins the job at a loss. Every renovation business lives between those two failure modes, but at Ark Bathrooms the pressure landed on a single desk, because the people producing the quotes were the people who had to win the work and run the jobs.
That is what turned quoting from a chore into the bottleneck. The pipeline could not move faster than the desk that priced it, and every hour spent assembling a quote came directly out of selling the next job or delivering the current one. There was no cheap way around it either: pricing a job the way Ark prices is exactly the knowledge that is hardest to hand to someone new.
The approach
The reason for a series of agents rather than one is that a bounded job can be checked. Each stage of the workflow, from taking the job details in to producing the finished document, has an output a person can look at and judge, so a problem surfaces at the stage that caused it instead of somewhere downstream inside a finished quote.
The pricing stage carried the most weight. The agents price against how Ark actually prices, not against a generic model of what a renovation should cost. The system’s job is to reproduce Ark’s own judgment on the routine run of jobs and leave the unusual ones to the people who can price them.
Nothing reaches a customer unchecked. A person reviews every quote before it is sent, because a person carries the consequences of a wrong one.
The outcome
Forty-five hours came back every week, and they went back to the people the pipeline had been queueing behind. Quotes still go out under a human signature; the desk work behind them no longer consumes the week.
Ark Bathrooms put their name to this case. If quoting is the desk your pipeline queues behind, that is exactly the kind of workflow to bring to a free consultation.