Marketing & Media Agencies
Every new question, which clients are under their margin floor, who is over-utilized this week, which retainers are over-serviced, how much media spend ran last month by client, which pitches did we lose and why, means queueing for the one person who can pull the numbers. The owner has questions hourly and answers in two days, and curiosity dies in the wait.
Who has it
Owners and team leads across all segments who have questions hourly and answers weekly.
What we build
A private question box over a fixed set of vetted agency numbers (utilization, realization, margin, spend, pipeline), returning a sourced, traceable answer in seconds that shows which figures it used and from where, not free-form queries on the raw systems.
What is automated, where AI helps, who signs off
The reliable spine
The reliable spine is the vetted number set: utilization, realization, margin, spend and pipeline, each defined and computed by rule, so every answer is sourced and traceable back to the figures it used. The arithmetic is fixed; the box does not invent a number.
Where AI helps
AI only translates the plain-English question into the right pre-built query over that vetted set and shows which figures it used and from where. It never queries the raw systems freely and never produces a figure the spine has not already computed.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
The owner and team leads self-serve answers in seconds without queueing for an analyst; the analyst stops being a human query queue.
Illustrative outcome
Decision questions answered in seconds instead of days.
Illustrative; final numbers come from your own data.
Path to the build
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.