Built for Data-Intensive Industries

Electric utility billing is among the most data-intensive workloads in any industry. A single bill cycle touches hundreds of millions of records — usage data, rate schedules, demand charges, tiered pricing, regulatory adjustments, and exception handling — all of which must be processed correctly and completely before any bill is issued.

Fractal’s digital twin architecture was purpose-built for this workload. By co-locating data and compute across distributed nodes and eliminating centralized database bottlenecks, Fractal processes bill cycles 100× faster than legacy architectures — with zero risk of corrupting the source billing records that drive customer invoices and regulatory reporting.

Cloud-Sliver hosts the Fractal infrastructure so your team operates the application, not the platform. No Fractal node provisioning, no synchronization pipeline management, no upgrade cycles to plan. We handle the infrastructure; you run the business.

Telecom billing is uniquely demanding: billions of call detail records, complex rating engines, real-time account balance checks, and regulatory reporting requirements that vary by jurisdiction. Legacy mediation and billing systems struggle to keep pace, forcing carriers into expensive hardware investments and multi-year billing platform replacements.

Fractal eliminates the bottleneck by processing CDRs and billing logic on a distributed digital twin — completely isolated from the subscriber management systems and financial records that feed regulatory filings. Billing runs complete in minutes. Customer care queries that previously required overnight batch jobs return in seconds.

On Cloud-Sliver, carriers get Fractal’s performance without managing Fractal infrastructure. The synchronization pipeline connecting your mediation layer to the Fractal twin is operated by Cloud-Sliver. Node upgrades, monitoring, and capacity management are handled. Your team focuses on the rating engine and the customer experience.

Water and gas utilities face a regulatory and operational challenge that has no clean solution in legacy architectures: validating the impact of rate changes across an entire customer base before a new rate schedule takes effect. Traditionally, this requires months of consultant-led analysis, sampling, and extrapolation — an expensive approximation of the actual answer.

Fractal makes exact simulation possible. By running the proposed rate structure against the full customer dataset on the digital twin, utilities can see the precise revenue impact, customer-level bill changes, and low-income affordability effects — in minutes — before the rate case is filed. The analysis is exact, not sampled. Every customer. Every account.

Cloud-Sliver hosts the Fractal environment needed for rate simulation without requiring the utility to provision or manage dedicated infrastructure. Simulation workloads run on demand. When the rate case is complete, the environment scales back automatically. You pay for what you use, not for idle capacity between cases.

Financial services organizations operate under a dual constraint that makes AI adoption uniquely risky: the data most valuable for AI analytics — transaction records, account balances, credit histories, position data — is also the data most catastrophically affected by corruption. A single incorrect write to a financial record can mean regulatory violation, litigation, and reputational damage that takes years to remediate.

Fractal’s digital twin architecture was designed for exactly this constraint. AI applications — customer 360, fraud analytics, risk modeling, next-best-offer engines — run on the twin with full read/write capability and complete analytical freedom. The underlying financial records are never touched. Results are promoted back only through a controlled, auditable write-back process.

Cloud-Sliver delivers this as a managed service, handling the synchronization pipelines from your core banking, trading, and CRM systems into the Fractal twin. The audit log required for your compliance function is built into every operation. Your information security team retains full control of access policies and data residency.

Healthcare AI applications face regulatory requirements that make data isolation not just a best practice but a compliance mandate. Patient records, claims data, and clinical data sets are subject to HIPAA, state privacy laws, and contractual obligations with payers that restrict how data is accessed, processed, and stored.

Fractal’s architecture aligns naturally with these requirements. Patient and clinical data lives in the digital twin, physically separate from the EHR and claims systems that are the authoritative source. AI analytics — population health, claims anomaly detection, care gap identification, prior authorization automation — run on the twin with complete freedom. The EHR is never written to by AI operations.

Cloud-Sliver’s Dedicated hosting track is designed for healthcare organizations with strict data residency requirements. Infrastructure is single-tenant, physically isolated, and can be deployed in a facility that meets your organization’s BAA and data governance requirements. We execute Business Associate Agreements as a standard part of healthcare deployments.

Government agencies operate under data handling requirements that commercial cloud providers cannot easily satisfy: sovereign data residency mandates, classified network restrictions, FedRAMP authorization requirements, and procurement rules that favor on-premises or government-community cloud infrastructure.

Cloud-Sliver’s Dedicated hosting track is designed to meet these requirements. Fractal nodes can be deployed in a Cloud-Sliver government facility, in an agency-owned datacenter, or in a colocation facility that already holds your other classified or sensitive workloads. The deployment can be fully air-gapped — no external network connectivity required for Fractal to operate.

Fractal’s architecture is inherently advantageous for government workloads: no centralized cloud dependency, no vendor lock-in on proprietary cloud services, and the ability to run entirely on commodity hardware owned and controlled by the agency. Cloud-Sliver provides the operations expertise to run that infrastructure to enterprise SLA standards.