Success story
TELECOM
Saved over
$2.0M
in total
Lower cloud bills and faster systems, without risking production
Big Bad Byte is a team of senior DevOps and performance engineers. We find the cloud spend you don’t need, fix the bottlenecks that slow your users down and keep production stable while we change it.
We cut cloud costs and fix slow systems for telecom, healthcare, crypto and enterprise teams, and we measure every change.
6.5×
Throughput gain for a US telecom order system
5 days
Business days to deliver your audit, once we have access
$1.03M
Saved per year on AWS for one telecom provider
40+
Blockchain nodes we ran for one crypto client across bare-metal providers
Cloud cost optimization in detail
Our process of cost-oriented services
We conduct a detailed review of IT infrastructure
We conduct a detailed review of your entire IT infrastructure, carefully examining systems, resources, and processes to gain a clear understanding of their current state and efficiency.
Pinpoint cost-saving opportunities
Based on this analysis, we pinpoint concrete cost-saving opportunities by identifying underutilized resources, inefficiencies, and areas where expenses can be reduced without compromising quality or performance.
Deliver a Cost Analysis Report
At the end of the process, we deliver a comprehensive Cost Analysis Report that highlights our findings and provides a clear, actionable roadmap you can use independently or with our support for further cost optimization
Cost Distribution & Inefficiencies:
Compute Costs
90%
Storage Costs
95%
Idle Resources
90%
Cost analysis report
Potential to save
$2.0M
in total
What can be optimized
Potential to save
Compute
Storage
Network
Downsizing excessive infrastructure
We identify and reduce oversized or unnecessary instances, ensuring systems run efficiently without wasted resources or inflated monthly costs.
Choosing cost-effective solutions
Our team selects the most efficient and budget-friendly infrastructure options, ensuring a balance between strong performance and sustainable IT spending.
Optimizing with DevOps expertise
By combining DevOps best practices with performance engineering, we refine systems for stability, speed, and efficiency - without compromising reliability.
Expenses based on:
Marketing & Ads
90%
AI Automation
95%
Customer Domain
90%
Cost analysis report
Potential to save
$2.0M
in total
Compute
Storage
Data transfer
Databases
Networking
Idle resources
Achieving measurable cost reductions
Clients experience clear, quantifiable savings as infrastructure becomes leaner, ensuring budgets are used more effectively and sustainably.
Improving efficiency and reliability
Optimized systems run smoother, with resources allocated wisely, so performance not only remains intact but often improves.
Unlocking growth opportunities
Freed-up budget and efficiency gains create room for innovation, strategic projects, and building a stronger competitive advantage
Performance engineering in detail
Performance engineering services
Under load
20k → 130k
orders handled in 15 minutes after our performance tuning
6.5×throughput
Days → minreport generation
SLA-readybefore go-live
- 01
Full-Stack Performance Analysis
Diagnostics, debugging, and profiling across application (backend & frontend) and infrastructure layers - delivered as a clear Performance Analysis Report.
- 02
Load Testing & Optimization
End-to-end design and execution of performance tests, bottleneck identification, and remediation or architectural recommendations.
- 03
Test Automation
Automated performance testing pipelines, so regressions are caught continuously - not in production.
- 04
Telemetry & Observability
Advanced telemetry to monitor testing metrics and infrastructure health in real time.
- 05
Database Tuning
Deep-dive analysis and optimization of database performance - queries, indexing, and right-sized provisioning.
Technology stack
Platforms
AWSGCPAzurePrivate CloudOn-Premises
Infrastructure
LinuxWindowsKubernetesDockerCRI platforms
Languages
JavaNode.jsPythonRustGo
Tooling
JMeterk6LoadRunnerGatlingMATYourKitJProfilerAppDynamicsNew RelicYCrash
DevOps and Kubernetes in detail
Automation
Streamline your operations with our Automation services. We transform manual processes into efficient, automated workflows, saving time and reducing error rates. Our solutions are customized to fit your unique operational needs.
Operational Efficiency Breakdown
How our key services contribute to smoother, faster and more reliable operations
Efficiency growth
↑ 0%
Troubleshooting
Resolve IT challenges swiftly with our Troubleshooting services. We diagnose and address issues in your infrastructure and development tools, identifying root causes and implementing lasting solutions.
Setting Up
Build a robust IT foundation with our Setup services. We specialize in configuring and deploying monitoring systems, infrastructure, and development tools that enhance your team's productivity and operational efficiency.
Ad-hoc Tasks
Adapt and evolve with our Ad-hoc Task support. Whether it's migrating systems, testing disaster recovery plans, or tackling unexpected challenges, our team is ready to provide expert assistance on demand.
Consultations
Gain expert insights with our DevOps Consultations. We offer professional advice on best practices, helping you navigate the complex landscape of DevOps. Our consulting services guide you towards the most effective strategies and tools for your business.
Innovative and Cutting-Edge Solutions
At our company, we pride ourselves on being at the forefront of innovation. We are constantly exploring and integrating the latest cutting-edge news and technologies to ensure that our solutions are not just up-to-date but ahead of the curve. Our commitment to staying current with industry advancements allows us to deliver unparalleled service and value to our clients.
Maintenance
Ensure ongoing efficiency with our Maintenance services. We handle various system administration tasks, keeping your IT infrastructure in top condition and preventing potential issues before they arise.
The infrastructure audit in detail
Our audit covers a range of critical areas, including:
Tools
Assessing the effectiveness of your current tools and recommending state-of-the-art alternatives.
Processes
Analyzing your workflows to identify inefficiencies and suggest improvements.
Cost-Saving Strategies
We understand that cost efficiency is crucial for any business. Our team works diligently to identify and implement strategies that reduce costs without compromising performance. By optimizing your infrastructure and employing best DevOps practices, we help you achieve significant cost savings while maintaining high performance standards.
Specialists
Evaluating the expertise of your team and recommending additional training or new hires as needed.
Automation
Identifying opportunities for automation to streamline operations and increase productivity.
Blockchain node operations in detail
Blockchain infrastructure & node operations
40+nodes run for one client
12+chains supported
Multibare-metal providers
Chains we operate & troubleshoot
ETH
BSC
BASE
Solana
Story
Sonic
BERA
AVAX
Katana
MONAD
PulseChain
EOS
Node Operations
Deployment and maintenance of validators, RPC, and archive nodes across bare-metal and cloud providers.
Client Troubleshooting
Finding and solving issues across many blockchain clients - sync stalls, consensus errors, peering, and resource exhaustion.
Multi-Provider Bare Metal
Running nodes across different bare-metal providers for resilience and cost control - provisioning, hardening, lifecycle.
Monitoring & Observability
Node health, block height, peer count, and resource metrics with alerting - degradations caught before they hit uptime.
Upgrades & Security
Coordinated client upgrades and hard-fork readiness, key management, and infrastructure hardening.
AI automation & custom agents
01 · Build
Custom AI Agents
Agents scoped to a real task and measured against a real outcome - not generic chatbots.
02 · Parse
Document & Invoice Parsing
Extract structured data from diverse, messy document formats with high reliability.
03 · Validate
Accuracy & Oversight
Human-in-the-loop validation, monitoring, and tuning keep people in control of what counts.
04 · Integrate
System Integration
Output flows directly into the systems, tools, and databases your team already uses.
95%+
parsing accuracy across many invoice types - a custom agent we built for an accounting firm and integrated directly into their existing system, replacing slow manual data entry.
We analyze with precision, build trust through clarity, act with purpose, and deliver measurable impact every time.
Analyze
We dive deep into your IT infrastructure, using advanced tools and expertise to uncover inefficiencies and hidden costs.
Clarify
We explain our findings transparently, giving you a clear understanding of what needs improvement and why it matters.
Act
We implement tailored solutions that cut costs, boost performance, and ensure stability for your business.
Assure
We validate every change, ensuring your systems run as expected - building confidence and long-term trust.
Frequently asked questions
How we work, what you get and how an engagement starts. Don’t see your question? Ask us.
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We optimize IT and cloud infrastructure. That spans cost optimization, performance engineering, DevOps, performance audits, blockchain node operations, and custom AI automation - reducing spend and improving speed, stability, and reliability without disrupting your business.
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It depends on your setup, but the impact is often substantial. We’ve cut a telecom provider’s AWS bill by $1.03M a year, cut a crypto company’s cloud bill by 70-80%, and brought a Metaverse project from €36k to €6k per month. We start with an audit so you know the realistic savings before committing.
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No - that’s the whole point. We reduce spend by removing waste and right-sizing, not by degrading service. In practice our work usually improves performance too: one system went from 20,000 to 130,000 orders in 15 minutes after our tuning. Every change is measured against your performance baseline.
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Yes. We integrate with your engineers, workflows, and stack rather than replacing them. We work across AWS, Azure, GCP, Hetzner and bare-metal, with Kubernetes, CI/CD, and your existing monitoring - and we collaborate closely with your dev team to drive changes that stick.
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A thorough evaluation of your systems and processes: what you have in place, where the bottlenecks and inefficiencies are, and a clear, prioritized set of actions - covering tooling, processes, automation, and cost-saving opportunities. You get a concrete roadmap, whether or not you continue with us.
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Yes. We have run 40+ blockchain nodes for a single client across multiple bare-metal providers, and we troubleshoot a wide range of clients - handling sync stalls, consensus errors, peering, and upgrades. We support ETH, BSC, BASE, Solana, Story, Sonic, BERA, AVAX, Katana, MONAD, PulseChain and more.
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We build custom AI agents scoped to real tasks and integrated into your existing systems. For example, we built invoice parsing for an accounting firm that handles many different invoice formats with a very high success rate - with human-in-the-loop oversight so accuracy stays high and you keep control.
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It starts with a conversation. Send us a message with a bit about your infrastructure and goals, and we’ll suggest the right first step - usually an audit that maps out the savings and improvements available before any larger commitment.
Tell us what you want to fix
Describe what you run and what isn’t working: the cloud bill, response times, releases or recurring incidents. We reply by email with a suggested first step, usually a short call or an audit.
Prefer email? Write to info@bigbadbyte.com. Prefer to talk? Schedule a call.