Cost baselines are usually one dimension at a time. This one is four — headcount, tools, vendors, process — built and reconciled together so the interactions are visible.
Cost baselines almost always look at one dimension at a time. Finance owns spend, HR owns headcount, IT owns the tool stack, operations owns the process map. Each is accurate inside its boundary; none sees the others. The interactions are where cost actually lives — a process step driving spend, headcount, and tool usage at once. Single-dimension baselines miss every compound move.
Where spend visibility answers “where can we move cost?” from one dimension, this answers “how do the four dimensions interact?” A coordinated baseline across headcount, tools, vendors, and process — built around multi-dimensional precision, not data precision.
Spend and vendor master from ERP and AP. Headcount and roles from HRIS. Tool inventory and usage from IT. Process steps from workflow logs.
AI maps each vendor SOW, role, licensed tool, and process step to the underlying activity it supports — so all four dimensions land on the same line.
Overlaps surface where vendors do work a tool already covers, where headcount supports vendor activity, where a process step drives cost across all four.
Each interaction sized for combined cost — vendor plus FTE plus tool plus process — so leadership sees the full pull, not the spend-only slice.
A four-dimensional baseline finance, HR, IT, and operations can all argue from — with every dollar, FTE, license, and step traceable to source.
“Where are the four dimensions of cost actually the same dollar — and what compound move releases it.”
Not four siloed baselines. One coordinated picture with the interactions named and sized as compound moves — substitute, consolidate, insource, outsource, redesign, hold.
A 20-minute working session. We’ll walk through what the profiler produces from real spend, HRIS, tool, and workflow data.