Blog
How to choose, ship and commission equipment
Practical articles on supply, IT infrastructure and equipment operation for enterprises in Kazakhstan.
8 min read
Server Fleet Refresh: All at Once or in Phases?How to decide whether to refresh your server fleet all at once or in phases: spare parts, admin training, warranties, and risk of parts shortages.
8 min read
Windows Power Profiles: Policies for Office, Development and Operator MachinesRole-based Windows power profiles: how to set policies for office, developer and operator PCs to cut heat and energy without losing usability.
7 min read
SSD performance degradation when a disk fills: tests and rulesSSD performance drops as the drive fills: measurement scenarios, what to test, recommended free-space thresholds, and when to clean or expand storage.
8 min read
Electronic Inspection Log: Checks, Mileage and PhotosAn electronic inspection log helps record checks, link them to mileage and operating hours, store photos, and assign roles in the process.
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Dell PowerProtect DD as a backup repository: choosing the modelDell PowerProtect DD as a backup repository: how to estimate backup throughput and retention for model selection, and which restore checks to include in acceptance.
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Common mistakes when building a LAN in a new office: what usually breaksLAN build mistakes in a new office lead to downtime and rework. We review design, labeling, line tests and handover documentation to avoid issues.
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Permits and Licenses Registry: how to keep trackRegistry of permits and licenses: deadlines, responsible persons, site/asset links, renewal notifications and control of expiries.
8 min read
Migrating from SQL Server to PostgreSQL: incompatibilities and a migration planMigration from SQL Server to PostgreSQL: key incompatibilities (data types, T-SQL, indexes), a schema and data migration plan, and basic load tests.
7 min read
Careful use of equipment in school: a 1–2 page memoCareful use of school equipment: a short 1–2 page guide for students and teachers to reduce broken keyboards, ports and monitors.
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Device passport by serial number: fields and relationshipsDevice passport by serial number: which fields to store for components, firmware, warranty and repairs, and how to link them to Service Desk and inventory.
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Server Part Numbers: how to quickly compare HPE, Dell, and Fujitsu quotesServer Part Numbers help quickly compare HPE, Dell and Fujitsu quotes: where differences hide in CPU, RAM, drives, RAID, networking and support.
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Training and Permit Matrix: Course Registry and Work AuthorizationsThe Training and Permit Matrix keeps courses, medical checks and work authorizations organized. We explain its structure, steps to build it and an example of blocking a shift assignment.
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Synchronizing ERP and CMMS directories: what to unify and who’s the masterERP and CMMS directory synchronization: which data should be unified, where to assign the source of truth, and how to avoid code and unit-of-measure conflicts.
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Plan for Equipping Computer Classrooms During Summer School RenovationPlan for equipping computer classrooms during the school's summer renovation: how to align procurement, installation, configuration and acceptance with the builders' schedule.
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Office PC Repairability: How to Check Before PurchasePractical signs that reveal an office PC’s repairability before purchase: access to RAM and SSD, standard mounts, and replaceable PSU and fans.
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Sales & Marketing Data Mart: Transparent ROIA sales and marketing data mart helps combine leads, deals and ad spend into one model and accurately calculate channel ROI.
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Monitoring IPMI and Redfish with Prometheus: alerts and dashboardsHardware monitoring via IPMI and Redfish in Prometheus without licenses: exporter architecture, temperature and power alert rules, and a minimal dashboard set.
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Third-Party Patch Management Without SCCM: Offline Deployment and VerificationThird-party patch management without SCCM for browsers, Java and PDF readers: options for isolated networks and how to verify successful installation.
8 min read
Preparing for an Autodesk License Audit: What to Collect in AdvancePreparing for an Autodesk license audit: which reports, proofs of rights and internal policies to collect in advance so you can pass the audit calmly.
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Data Anonymization and Masking: for Training and LogsData anonymization and masking: how to find sensitive fields, choose a hiding method, verify reversibility and safely prepare datasets and logs.
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Revit Family Library: Versions, Authors and Quality ControlHow to organize a Revit family library: versions, authorship, quality checks, publication rules and clear team roles.
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B2B Sales Funnel for Long Deals: CRM Stages and FieldsHow to define stages and loss reasons, set required CRM fields, and forecast revenue so your B2B sales funnel for long, complex deals becomes more accurate.
7 min read
Standardizing Cable Kits for Mass InstallationsHow to standardize cable kits—HDMI, DP, power, ties, labeling and reserves—so your crew doesn’t stall over small things.
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DevSecOps for Enterprise Development: CI/CD Practices That Don’t Slow ReleasesDevSecOps for enterprise development: practices for dependency control, secrets and builds in CI/CD to reduce vulnerabilities without delaying releases.
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UPS Fleet Management: SNMP, Battery Degradation and BudgetUPS fleet management: how to set up SNMP and vendor software, monitor battery degradation, plan battery replacements and procurement budgets.
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Huawei OceanStor Dorado for virtualization: KPI requirements and acceptance testingHuawei OceanStor Dorado for virtualization: which KPI parameters to ask for in RFPs (ports, protocols, cache, latency) and how to run acceptance tests.
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Ordering memory and drives mistakes: the risk of being unsupportedOrdering memory and drives by basic specs can lead to failures, support disputes and extra costs. We explain compatibility checks and preventive steps.
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Workstation kit for a legal department: PC, 2 monitors, scannerHow to assemble a legal department workstation kit — PC, two monitors and a scanner — to process contracts faster and reduce errors.
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OpenNebula vs Apache CloudStack: choosing an on‑prem private cloudCompare OpenNebula vs Apache CloudStack for an on‑prem private cloud: self‑service, quotas, networking, resource accounting and deployment scenarios.
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Assessing LLM Answer Quality: Test Suite and A/B Model ChangesAssessing LLM response quality in an organization: collecting department benchmark questions, verifying accuracy against sources, and A/B testing when switching models.
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Developing a QMS for Quality Management: Nonconformances and CAPADeveloping a QMS for quality management: how to configure nonconformance logging, CAPA, control points and batch traceability in reports.
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Defect and Issue Register: the "Issue–Responsible–Deadline" ModelHow to set up a defect and issue register for sites: link inspections and contractors, assign deadlines, record fixes and checks, and run reports.
8 min read
MES-lite for the Shop Floor: an MVP First Release Without OverloadMES-lite for the shop floor: what to automate in an MVP (output, scrap, downtimes, shift orders), and requirements for terminals and offline mode.
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Comparing Document Versions in a System: Storing Edits and Handling ApprovalsDocument version comparison in a system: options for storing edits, change log, and linking versions to approvals and tasks without unnecessary complexity.
7 min read
Service Desk Request Form Design: How to Reduce Clarifying QuestionsDesigning Service Desk request forms helps reduce follow-up questions: required fields, hints, dynamic blocks and quick validation before launch.
8 min read
SRM Supplier Card: Attributes and Risk AssessmentAssemble an SRM supplier card for an industrial company: attributes, risk scoring scale, criticality and review frequency.
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Single OT/IT ticket channel: classification and routingSingle OT/IT ticket channel: how to decide incident vs request, simple classification, priorities and routing between IT, automation and operations to reduce downtime.
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Workstation for Video Editing: Export Speed and Stability TestsWorkstation for video editing: how to assemble a test package from real sources and fairly compare configurations by export time and stability.
8 min read
Resilience of on-prem applications: sessions and cachePractical techniques to improve resilience of on-prem applications: sessions, sticky sessions, state, cache, feature degradation and actions during failures.
8 min read
Corporate software repository: winget, Chocolatey and APTA corporate software repository centralizes winget, Chocolatey and APT packages: signing, testing, versioning and source control.
8 min read
Internal ACME for TLS Certificates: Offline RenewalHow to build an internal ACME for TLS certificates without internet: architecture, trust model, issuance and auto-renewal, lifetime monitoring and audit.
8 min read
RACI matrix for IT modernization in a government agency: roles and deadlinesHow to create a RACI matrix for IT modernization in a government agency: separate roles for the client, integrator, SCS contractor and InfoSec to avoid lost tasks and missed deadlines.
8 min read
Turnkey workstation contract: boundaries of responsibilityTurnkey workstation contract: how to allocate responsibility for OS, drivers, applications, licenses and acceptance artifacts clearly to avoid disputes.
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UEFI Event Logging: Minimal Checklist for InvestigationsLogging UEFI events helps investigate boot incidents: Secure Boot changes, boot order modifications, USB boot attempts, and centralized collection.
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Documents for LLM security approval: checklistDocuments for LLM security approval: threat model, access matrix, logging, data storage and an incident response plan.
8 min read
ITSM Platforms for the Public Sector in 2025: Criteria for ChoosingITSM platforms for the public sector: comparison criteria, demo questions and checks to choose a system that manages processes, not just a ticketing tool.
8 min read
RAG for internal document workflow: pipeline architectureA practical guide to building RAG for internal document workflow: sources, text extraction, indexing, cited answers and access control.
8 min read
Choosing a Wi‑Fi Adapter for an Office PC: Stability Matters More Than SpeedHow to choose a Wi‑Fi adapter for an office PC: evaluate drivers, roaming, 802.1X, AP compatibility and avoid connection dropouts.
6 min read
USB Device Whitelisting in Windows: Control Without DowntimeUSB device whitelisting in Windows: how to allow only needed printers, tokens and scanners, enable connection auditing and avoid stopping work.
8 min read
Compliance table to the spec: a requirements matrix for acceptanceA compliance table to the spec links spec items, actual characteristics and documents so equipment acceptance in the public sector goes faster.
8 min read
Centralized BIOS and UEFI Configuration: Standards for a PC FleetCentralized BIOS and UEFI configuration helps standardize Secure Boot, boot order and passwords. What to standardize and how to document it.
8 min read
Secure Development with OWASP: Practices for Internal SystemsOWASP-based secure development for internal systems: secret management, input validation, API permissions, security code review, error handling and checklists.
8 min read
Hardware security in PC procurement: requirement wordingHardware security in PC procurement: examples of correct wording for TPM, Secure Boot and passwords so requirements are verifiable and without unnecessary specifics.
8 min read
Automating Counterparty Checks: Checklist and ReverificationAutomating counterparty checks: which data to collect, how often to recheck, and how to record results in the partner card without chaos.
8 min read
Registry of Technological Instructions and Procedures: Version ControlRegistry of technological instructions and procedures: how to manage versions, approve changes, record employee acknowledgements and place QR codes by machines.
7 min read
Protecting Ports and Cables in Computer Labs Without Extra CostProtect ports and cables in computer labs: fastenings, strain relief, connector choice and cable routing to reduce failures.
8 min read
Touch Workstations at the Reception: How to ChooseTouch workstations at the reception: usage scenarios, hygiene and screen protection requirements, and process setup to speed up patient service.
8 min read
All-flash storage for mission-critical databases: pilot and comparison metricsAll-flash storage for mission-critical databases: how to run a fair pilot of Dell PowerStore, HPE Alletra and IBM FlashSystem and which metrics to collect.
8 min read
Hot spots in the rack: how to eliminate overheating in 1–2 daysRack hot spots cause throttling and failures. We cover inspection, U‑by‑U measurements, equipment rearrangement and quick measures to stabilize temperatures in 1–2 days.
7 min read
How to read a PC specification in a vendor offer without substitutionsHow to read a PC specification in a vendor offer: where parameter substitutions hide and what questions to ask to get the required configuration.
8 min read
Testing PC Power Consumption and Heat for ProcurementTesting power consumption and heat on a pilot batch: how to measure in the office, compare models and present numbers to justify procurement.
8 min read
SLA for internal company services: metrics and escalationsSLA for internal company services: how to define metrics, exceptions and escalations for IT, TOiR and AHO so the agreement works in practice.
8 min read
Container Signing with Cosign: Admission Policies and CI/CDContainer signing with Cosign: how to prevent image swaps, set up checks in CI/CD and Kubernetes admission, and manage exceptions and audits.
8 min read
Control hardware changes on workstations without alert noiseHardware change control for workstations: how to detect disk and RAM replacements, spot new devices and configure alerts that don’t overwhelm support.
8 min read
Dell PowerEdge R760 Configuration Checklist for DB and DWHDell PowerEdge R760 configuration checklist: NUMA, memory frequencies, RAID vs HBA, NVMe and networking, plus a short load-test plan for acceptance.
8 min read
DLP in the organization: start with classification and a conflict-free pilotA practical plan to launch DLP in your organization: simple data classification, a pilot in one team, clear rules and metrics the business accepts.
8 min read
CUPS printing in an organization: queues, quotas and permissions without the chaosCUPS printing in an organization: how to build a print server with queues and quotas, distribute drivers and permissions, and avoid manually configuring hundreds of PCs.
8 min read
Civil 3D Project Coordinate System: Settings ChecklistStep-by-step checklist for setting the Civil 3D project coordinate system so surfaces, alignments and underlays don't shift when exchanging DWG and LandXML.
8 min read
Advance replacement for critical workstations: swaps without confusionAdvance replacement for critical workstations: how to issue a replacement before repair, track statuses and returns to avoid double-counting assets.
8 min read
Waste accounting and environmental reporting: data modelWaste accounting and environmental reporting: how to design a data model and set up volume discrepancy checks and period closing without losing data.
8 min read
Corporate Mail Server: Hosting and Reliability in the Public SectorCorporate mail server: how to choose hosting, plan for reliability, and avoid mistakes when sizing mailboxes in a government organization.
8 min read
Scheduled business-systems support for SMBs: how to set it upScheduled support for business systems: how to choose maintenance windows, set up notifications, define roles and escalations so an SMB runs reliably without 24/7 duty.
8 min read
Workstations for Radiology: Display, Calibration, ReliabilityHow to choose radiology workstations: monitor resolution and type, DICOM calibration, stability, quality control and differences from an office PC.
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Checking the Accuracy of Data Extraction from Contracts and EmailsValidating data extraction accuracy: how to build a control document set, calculate precision/recall and set up manual verification to kick off a project.
8 min read
SQL Generation with Access Control: LLMs for AnalystsPractical approaches for using LLMs to assist with queries and explanations while ensuring SQL generation with access control does not bypass permissions or cause data leaks.
8 min read
PDF Approval Workflow in a Closed Environment: Choosing an EditorHow to choose a PDF editor and design an approval workflow in a closed environment: templates, scans, OCR, versions, security and pilot testing.
8 min read
SCA Metrics for Safe Releases: CVSS, SLAs, ExceptionsSCA metrics for secure releases: how to set a CVSS policy, remediation SLAs, exceptions, and reports for InfoSec using Mend, Snyk and Sonatype as examples.
8 min read
Comparing ZTNA Products: UX, Logs, Segmentation, MFA/SSOZTNA product comparison: how to evaluate Zscaler ZPA, Prisma Access, Fortinet and others by UX, logs, segmentation and MFA/SSO during a pilot.
8 min read
SAP Solution Manager monitoring: scenarios and how to start smallMonitoring in SAP Solution Manager keeps SAP stable and helps plan changes: which control scenarios to pick and what data to collect when you start small.
8 min read
Automatic Bank Statement Parsing: Reconciling Payments without the ChaosAutomatic bank statement parsing helps reconcile payments faster, account for fees and exceptions, and reduces manual work and errors.
8 min read
Oracle licenses in the SOW: which environment parameters to requestHow to specify Oracle licenses in the SOW: which host, cluster, core and virtualization parameters to request from IT so the vendor's license calculation is verifiable.
8 min read
Open-source SFTP/FTPS gateway: migrating and controlling file exchangesA migration plan to an open-source SFTP/FTPS gateway: exchange zones, logs, antivirus scanning, retention and delivery control without surprises for partners.
8 min read
Protecting corporate email from phishing: how to compare solutionsProtecting corporate email from phishing: comparing Proofpoint, Barracuda and Microsoft Defender on your mail, measuring false positives and the investigation process.
8 min read
Assessing Compression and Snapshot Efficiency on FlashArray//XAssessing compression and snapshot efficiency on FlashArray//X: test methodology for a dataset, measurements, accounting for overheads and vendor red flags in calculations.
8 min read
Operational documentation package for open source and 24/7Which policies, runbooks and diagrams are needed for open source platforms so the operational documentation package makes 24/7 support predictable.
8 min read
Performance testing before purchase: benchmarks and reportingPerformance testing before purchase helps you compare servers and PCs using real workloads: which benchmarks to run and how to prepare the report.
8 min read
DBX Secure Boot Denylist Update: Rollout and Rollback PlanHow to update the Secure Boot denylist (DBX) safely: fleet preparation, compatibility tests, staged rollout, monitoring and a clear rollback plan.
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Asset Criticality Register: Methodology for Maintenance and SparesAsset criticality register: how to assess safety, production and financial impact, build a 3x3 matrix, and prioritize maintenance and spares.
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MOC Planning in Manufacturing: Roles, Risks and ControlMOC planning in manufacturing: how to describe the change object, assess risks, set up approvals and controls, and what roles and documents auditors need.
8 min read
Protecting Against DMA Attacks: Kernel DMA Protection, BIOS and ThunderboltProtection against DMA attacks: when you need Kernel DMA Protection, correct BIOS settings and Thunderbolt/PCIe restrictions, and how to verify this across a batch of PCs.
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Grants and Subsidies Management System: Statuses and PaymentsA practical guide: how to design a grants and subsidies management system — application statuses, document completeness checks, payment stages and commission decision logs.
8 min read
Writing off spare parts to a work order: linking MRO and the spare-parts warehouseHow to set up spare-parts write-offs to work orders: required entities in MRO and the spare-parts warehouse, reserves, returns, serials and common errors.
8 min read
Artifact repository for builds: choosing for Maven and npmArtifact repository for builds: how to choose Artifactory, GitLab Packages or Harbor for Maven, npm and containers so dependencies stay under control.
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Designing a Server Room: Minimum RequirementsDesigning a server room: minimum requirements for racks, cable routes, climate, fire safety and maintenance access.
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Windows Server Standard vs Datacenter Licensing: ExamplesPractical guide: licensing Windows Server Standard and Datacenter, core-based calculations and VM rights for 1, 2 and 4 hosts with typical examples.
8 min read
Server Depth and Rails: Rack CompatibilityServer depth and rails: how to measure a 19-inch rack and avoid hitting the rear door, PDU and cables. A checklist and common mistakes.
8 min read
Buying Computers and Servers from Manufacturer GSE: 7 ReasonsBuying computers and servers from manufacturer GSE shortens lead times, provides NBD and on-site service across Kazakhstan, spare parts from local stock and a high level of localization.
8 min read
Logging cybersecurity incidents in an industrial network: which fields to recordHow to log cybersecurity incidents in an industrial (OT) network: which fields to capture to link incidents to assets, zones and response measures while preserving confidentiality.
8 min read
Choosing a Scanner and MFP for an Archive: ADF Life, Drivers and Network ScanningHow to choose a scanner or MFP for an archive: assess ADF roller life, feeder behavior, drivers and network scanning to match your volumes and processes.
8 min read
DMARC for government domains: step-by-step enabling of SPF, DKIM and reportingDMARC for government domains: step-by-step enabling of SPF and DKIM, collecting and analyzing reports, identifying senders and moving to a strict policy.
8 min read
Employee AI Use Policy: Rules and ControlsEmployee AI use policy: what data are forbidden, what can be automated, how to train staff and how to respond to violations without overreach.
8 min read
Touch Calibration Software for All-in-One PCs: Pilot PlanTouch calibration software for all-in-one PCs: what to test in a pilot so the touch doesn't "float" after idle, updates and screen replacements.
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