IT Environments

One foundation for internal and outsourced IT.

FogLifter helps internal teams gain a unified view of assets, costs, and service performance, while outsourced environments benefit from independent validation of inventory, billing, and SLA outcomes. Either party in an outsource relationship can contract for FogLifter separately — and both see the same trusted data.

From raw records to trusted answers
1
Ingest Cloud, CMDB, billing, service, infra
2
Normalize Map records, reconcile keys, refresh truth
3
Correlate Connect assets, owners, costs, risk, SLA
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Answer Dashboards, workflows, NLQ, exports

Two environments, one data trust problem

Whether IT is run internally as a shared service or outsourced to one or more providers, the underlying challenge is the same: nobody trusts the numbers enough to act on them.

Internal IT environments

IT operates as a shared service to business units — but asset counts are contested, chargeback allocations feel arbitrary, and planning cycles stall because reconciliation never fully closes. Different teams maintain different spreadsheets with different numbers. The CMDB says one thing, billing says another, and discovery says something else entirely. The data exists, but nobody can point to one trusted source and say "this is the number."

Outsourced IT environments

A customer contracts with one or more service providers for infrastructure, managed services, or full IT operations — but the provider's invoice doesn't match the customer's records. SLA measurements are contested. Neither side can prove the server count. One healthcare customer was disputing 3,000 to 5,000 servers — 7% to 10% of 52,000 production servers — with their service provider every single month. The dysfunction isn't malicious. It's structural.

How FogLifter works in an internal IT environment.

When IT operates as a shared service, every business unit consumes the same applications, storage, and infrastructure — but nobody agrees on what they owe or what they're getting. FogLifter provides the validated data foundation that makes internal IT conversations evidence-based.

  • Unified asset inventory — one reconciled record across all sources of record, with ownership tied to business units, cost centers, and services.
  • Evidence-based showback and chargeback — allocations based on actual consumption patterns, not peanut-butter-spread estimates. Network endpoints, server access, software utilization, and geographic data drive the attribution.
  • Service performance tied to business outcomes — SLA-to-KPI-to-SLO chaining that measures what the business cares about (clinician app availability, consumer banking uptime) rather than infrastructure metrics in isolation.
  • NLQ for every stakeholder — finance asks about cost, operations asks about assets, executives ask about service performance. Everyone queries the same validated data, scoped to their role permissions.
John Birch

"If you're doing shared services, the business unit receiving a chargeback bill assumes it's correct as long as it's within 20% of last month. It's more trouble than it's worth to verify. Over time, those small unchecked differences compound."

John Birch, Co-Founder & CIO FogLifter

How FogLifter works in an outsourced environment.

In an outsource relationship, both parties are working from incomplete information — and neither can prove the other wrong. FogLifter creates common ground: one validated record that both the customer and the provider can see, comment on, and use to resolve differences.

  • The Validation View — a shared workspace where both parties see every discrepancy, comment, flag, agree or disagree, and track resolution over time. If you argued about the same server last month, the system shows that — so you fix the root cause upstream.
  • Independent invoice validation — charges reconciled against contract terms and actual consumption from systems of record. Discrepancies are surfaced at ingestion, not discovered at month-end.
  • SLA measurement across providers — SLA-to-KPI-to-SLO chaining that bundles infrastructure components into service-level measurements across one, two, or three suppliers in the same model.
  • Either party can contract independently — the customer can contract for FogLifter without the provider's involvement, and vice versa. Both benefit from validated data regardless of who initiated it.
Steve O'Keefe

"We've worked both sides of the outsource equation. As the customer, you watch disputes recur every month. As the provider, you watch good-faith invoices get challenged because nobody can prove the numbers. The dysfunction costs both sides."

Steve O'Keefe, Chief Executive Officer FogLifter

Why both sides benefit

The dysfunction in an outsource relationship isn't one-sided — and neither is the value of resolving it. FogLifter delivers measurable outcomes for the customer, the provider, and the relationship between them.

For the customer

Verified asset counts stop overpayment. SLA credits are identified and recovered. Chargeback allocations become evidence-based rather than estimated. Invoice validation catches discrepancies before they compound. Customers have achieved $3.5M in annual cost avoidance and 85% reduction in billing disputes through validated data that both parties accept.

For the provider

Faster dispute resolution reduces account management overhead. Accurate invoicing means faster accounts receivable — no more delayed AR from contested bills. FogLifter also identifies assets the provider wasn't billing for, recovering revenue that was invisible without cross-system correlation. One deployment achieved $110K per month in FTE savings from automated reconciliation alone.

For the relationship

The Validation View gives both parties a shared record. Suspicions like "are you sure you counted that right?" become evidence-based conversations. A healthcare customer with 52,000 servers saw monthly disputes that festered for weeks start resolving in the same billing cycle. The relationship between customer and provider fundamentally improved — because trust replaced suspicion.

$55M+ cumulative savings across deployments
85% reduction in billing disputes
52K servers governed in a single outsourced environment
81 countries 52 currencies reconciled in one environment

Go deeper on the solutions that matter most.

Whether you're managing internal shared services or an outsourced relationship, the pages below cover the specific capabilities evaluators ask about.