
Fine-Tuned Data
Our Data
Advantage
Unsurpassed Category Intelligence
Fine Tune maintains the deepest trove of indirect services data available in the United States across security & guard, waste and recycling, uniforms, janitorial, HVAC, pest control and energy services.
We built it through more than two decades of negotiating agreements, examining invoices, investigating service delivery and managing supplier relationships. Our category intelligence includes proprietary pricing, contract, billing and supplier information that cannot simply be found online.
For your business, Fine-Tuned Data leads to better-informed negotiations, a clearer view of what drives your costs and stronger oversight of what you actually pay.
Fine-Tuning:
The Intelligence
Keeps Improving
Our ongoing engagements reveal how quoted rates and contract terms translate into invoices, delivered services and actual spend. We use that experience to refine our category intelligence and the methods that guide our work. New findings strengthen the next assessment, negotiation or review.
Security and Guard Services
Staffing plans, labor rates, overtime and billed hours, evaluated against agreed coverage and the services actually delivered.
Waste and Recycling
Container configurations, service frequencies, disposal charges and added fees, evaluated against each location’s requirements and relevant pricing context.
Uniform Rental
Garment inventories, wearer requirements, replacement charges and contract provisions that determine the cost of a uniform and laundry program.
Facilities Management
Janitorial, HVAC and other facilities services, including bundled arrangements. We examine service specifications, labor assumptions, maintenance requirements and charges across locations.
Pest Control
Service scope, visit frequencies, treatment requirements and supplier performance, with cost comparisons grounded in the work each location needs.
Energy and Utilities
Tariffs, supply agreements, account structures, usage and billing detail, interpreted in the context of each site’s operations and market conditions.
Fine-Tuned Data reflects how a service actually works. Our experts enrich our data with their understanding of the nuances of complex indirect services – where pricing, scope and supplier practices can be difficult to evaluate.
FAQ
What makes Fine-Tuned Indirect Services Data different from public benchmarks?
Our intelligence comes from work inside complex indirect service categories over more than two decades. It includes private pricing and contract information, invoice detail, service requirements and supplier history. Our experts interpret those records and account for differences that can make apparently similar programs difficult to compare.
Which spend categories does Fine Tune cover?
We manage uniforms, waste and recycling, pest control, facilities management, security guard services, and energy and utilities. Facilities includes janitorial, HVAC and other services managed by facilities teams or integrated facilities providers. Each category has its own pricing structures, service requirements and comparison methods.
Is this intelligence limited to pricing?
No. A rate is one part of the commercial arrangement. Inventory, service scope, performance, contract terms and added charges can all affect total cost. Our intelligence helps evaluate those factors together and understand how an agreement performs after implementation.
How does this data advantage relate to eMOAT®?
eMOAT® is Fine Tune’s expense management and auditing platform. It brings our intelligence into continuous monitoring, contract compliance and program management. Our data advantage also informs assessments, supplier negotiations and the broader analytical work we do with clients. Learn about eMOAT®
What role do category experts play when AI is involved?
They determine which information is needed, check whether records are complete and validate what the analysis finds. AI helps process information and identify potential exceptions. Our experts assess whether a finding reflects a real opportunity, an incorrect assumption or a service requirement that needs closer attention.
Why can’t we just do this with our own AI?
AI needs more than just your own company’s invoices, and publicly available pricing data is rarely correct or applicable. Invoices show what you were billed. They may leave out the information needed to evaluate whether a charge is appropriate, whether the service matches your requirements or importantly, whether the arrangement is competitive. AI needs that additional context to move from describing spend to helping you assess it.
Can Fine Tune help us get more from our existing AI and analytics?
Yes. Our category intelligence can add relevant pricing, contract and operating context to your organization’s own analysis and AI initiatives. We help your team identify missing inputs, make consistent comparisons and evaluate recommendations. We start with the spend questions you need to answer and the tools your team already uses.
How do we get started with Fine Tune?
Start with a conversation about your indirect services, available records and the decisions or supplier issues you want to address. We can identify which categories warrant attention and explain how our intelligence and ongoing management would support your team.


