01
Cost Governance & AI Spend Control
Understand where people, AI tools, tokens, vendors, and other resources are being consumed, and whether the investment is producing measurable impact.
Illustrative example: A company spends $3M annually on AI tools and infrastructure. TargetBoard identifies $450K of spend concentrated in teams with low adoption and no measurable productivity improvement, enabling licenses and budgets to be reallocated or eliminated.
02
Workforce Efficiency & “Fat Trimming”
Identify structural inefficiencies before resorting to broad cost-cutting: duplicated work, low-utilization teams, excessive management overhead, expensive bottlenecks, poor vendor performance, and resources allocated to low-priority initiatives.
Illustrative example: A 600-person technology organization costs $90M annually. Better allocation and elimination of only 3% of inefficient capacity represents $2.7M in potential annual value, without an indiscriminate headcount reduction.
03
More Output From the Same OPEX
Measure whether AI, process changes, and operating initiatives are actually increasing velocity and capacity.
Illustrative example: A 200-person engineering organization improves effective delivery velocity by 12% after AI adoption and workflow changes. Instead of adding 24 people to meet increased demand, the company absorbs the growth with its existing team, avoiding approximately $4M+ of incremental annual payroll expense.
04
Reduce Management & Reporting Overhead
Automate the manual collection, reconciliation, and interpretation of operational data used for management reviews, QBRs, planning, financial analysis, and Board reporting.
Illustrative example: 20 executives, managers, analysts, and operations employees spend an average of five hours per month preparing and reconciling reports. At a blended loaded cost of $120/hour, automating much of this process saves $144K annually, while providing faster and more reliable information.
05
Improve Execution Economics
Late projects, poor predictability, quality problems, rework, and unresolved dependencies consume capacity that rarely appears as an explicit financial line item.
Illustrative example: TargetBoard identifies that one platform team is creating a recurring bottleneck that adds two weeks to several strategic initiatives. Correcting the constraint reduces cycle time by 15%, releases engineering capacity, and accelerates multiple revenue-generating initiatives.
06
Vendor, Service Provider & Portfolio Governance
Apply consistent economics to internal teams, outsourced teams, vendors, business units, or portfolio companies, comparing cost against actual output, quality, velocity, and business impact.
Illustrative example: Two service providers cost $4M annually. One delivers 30% less output at similar cost and generates materially more production issues. Management now has objective evidence to renegotiate, consolidate, or replace the provider.