Case Studies

Proof in execution.

Real Sirius agents, deployed into real enterprises, delivering measurable impact. Client names withheld per NDA — outcomes shown as reported.

Telecom · NOC Automation

From 10,000 daily alarms to autonomous triage.

Tier-1 Global Telecom

The Challenge

The Network Operations Center was drowning in 10,000+ daily alarms — 70% of which were transient noise. Severe alert fatigue caused real critical events to be missed, breaching SLAs and degrading customer experience. Manual triage couldn't scale to match incident volume.

The Rapid PoC

Within 5 days, Sirius deployed a Network Triage Agent on our infrastructure, fed with a sanitized 30-day alarm log. The agent autonomously correlated, classified, and prioritized alarms in a live demo — operators clicked, queried, and tested it against historical events.

Scale to Production

The agent moved to the client's on-premises production environment in 6 weeks, integrated with live event buses, runbook knowledge bases, and existing ticketing systems. Zero-trust architecture with full audit trails. Operators retained authority on L3 escalations.

The Result

The agent now handles the bulk of L1/L2 alarm triage autonomously, freeing engineers to focus on genuinely complex events. Estimated $4.8M in annual OpEx savings. Customer SLA compliance is materially improved — the NOC is no longer the bottleneck.

5 days PoC delivery
40% MTTR reduction
65% L1/L2 auto-resolution
$4.8M Annual OpEx savings
Insurance · Claims Adjudication

From 12-day cycles to 3× throughput.

National Insurance Provider

The Challenge

The claims adjudication team was drowning in document processing. Extracting 20+ data points from diverse medical reports, policy PDFs, and supporting evidence was slow and error-prone. Average cycle time stood at 12 days, with customer NPS suffering as a direct consequence.

The Rapid PoC

In just 3 days, Sirius built a Claims Co-Pilot Agent on our servers. The demo showed real-time data extraction from anonymized sample claims, automated policy-rule comparison, and discrepancy flagging — adjudicators could interact with it live and watch their workload decisions get pre-staged.

Scale to Production

The agent deployed into the client's private cloud, integrated deeply with their core claims management system. Adjudicators kept the final decision authority — the agent did the extraction, classification, and recommendation work that previously consumed 80% of their time.

The Result

Simple-to-medium claims now process 60% faster. Each adjudicator handles 3× the volume they did pre-deployment, with higher accuracy on data extraction. Overall claims throughput rose 35% — and the customer experience downstream improved dramatically.

3 days PoC delivery
60% Faster processing
Volume per adjudicator
+18 NPS points
More Agent Applications

Intelligence, applied to what matters most.

Autonomous Sales Agents

Orchestrate account research, hyper-personalize outreach at scale, autonomously qualify and nurture pipeline, and schedule high-intent meetings.

15–20% pipeline conversion uplift

Customer Support Agents

Multimodal agents resolving 70%+ of complex, multi-step tickets by integrating with knowledge bases, CRM, and billing systems.

50% MTTR reduction

Cybersecurity Assistants

Co-pilots continuously analyzing security logs, correlating threats across siloed tools in real-time, autonomously initiating containment.

80% faster MTTD

Network & Operations Automation

Specialized agents diagnose, predict, and remediate network events autonomously — optimizing service quality, reducing field dispatches.

Multi-million OpEx savings

Supply Chain Orchestration

Demand forecasting, logistics optimization, and exception handling agents that speak your industry's language fluently.

Working-capital release

Compliance & Audit Agents

Continuous monitoring of regulatory adherence in banking and insurance — reading filings, flagging anomalies, generating audit trails.

90% audit prep time saved

Your industry. Your workflow.
Same approach.

Every case study started with a single high-pain problem and a working PoC. Tell us yours.

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