/ solutions / replace your reporting stack
Replace the reporting stack with an agent that answers on data you own
A reporting stack gives you dashboards built in advance and a per-seat license for everyone who opens them. The cut you actually need this week is rarely the one a dashboard was built for. We clean the data once and put an agent on top that answers in plain language, live, on analytics you own in your own cloud.
A dashboard answers the question it was built for, not the one you have
A reporting stack runs on dashboards built ahead of time. Someone modeled the data and designed the views, and those views answer the questions that were known when they were built. The question in front of you this week is often not among them, so you file a request and wait, or you make the call on a chart that is close enough.
The stack bills per seat the whole time. Every viewer, every builder, every year, for as long as you use it. Add headcount and the bill grows. Stop paying and the dashboards go with it, and you are left owning none of what you rented.
One clean data layer, an agent on top, and the report takes a sentence
We clean the data once, in code. The sources are reached, normalized, and made queryable, and each new month appends to the same layer instead of being rebuilt by hand. The crosswalks a team used to run in Excel become real data, and the errors that hid in the manual pass get caught before they reach a chart.
An agent sits on that layer and answers in plain language, building the view live as you ask for it, with no dashboard to prepare first. A standing audit runs continuously for duplicate payments, split POs, and off-policy spend, so the team works a queue instead of hunting. A person still reads the number and makes the call.
The bill stops growing with headcount, and the analytics are yours
The analytics ship as software into your own cloud, carrying only your data, and you own them the day they ship. There is no per-seat license to renew for every analyst who needs a chart, and no report backlog stuck behind one licensed owner.
Set the two models side by side. A per-seat license climbs as you add people and never ends. Ownership is a cost to build once, then maintenance and continuous improvement on something you hold. The rent was only ever access to your own numbers, at a price someone else set.
/ start
Start with the dashboard your team fights every month
Tell us what your stack reports today and what the team still charts by hand, and we scope the replacement. Or email hello@mcintoshsystems.com.