Manufacturing

One of the industries which is being revolutionized by digital innovations is the Manufacturing Industry. Industry 4.0 is setting up a stage for rapid change with IoT, machine learning, cloud computing, artificial intelligence and cognitive computing all coming together to change how things are produced. Digital innovations and IIoT have enabled smart manufacturing, and provide full visibility of assets, processes, products and all other resources. This in turn, can provide an opportunity to optimize the productivity, streamline the operations and increase productivity. Furthermore, industry 4.0 is hugely influencing how new products are designed and developed. 3D printing is changing how products are validated, and technology is revolutionizing supply chains, logistics, sales and all other major functions of manufacturing industry, thereby increasing the efficiency, and interconnectivity.

In fact, the biggest benefit of digital innovation is the new ability to integrate individual customer preferences to product manufacturing. With this, manufacturing of products in the future can be customized to individual preferences, and developing an efficient ecosystem to enable this could cause a substantial change in the business model.

We are glad to support you in any of your upcoming digital programs, from providing skilled engineers to providing end-end-end solutions.

With developments in Embedded Technology and IIOT, the philosophy of product design and development is changing. The digital world is making the products to upgrade too rapidly. This is driving huge demand for brilliant engineers, who have an innovative mindset, product knowledge, tool expertise and the ability to integrate these.

Digital and IoT can make manufacturing smarter and highly efficient. It started with retrofitting sensors to existing equipment and improving efficiency. Implementation of the Industrial Internet of Things (IIoT) can help manufacturers optimize efficiency throughout labor, material usage, logistics, and all other operations. These smart devices can ensure maintenance of proper safety protocols and help workers adhere to instructions. Also, aggregated performance data and real-time analytics drawn from IIoT sensors can offer an accurate forecast of maintenance issues before they occur.

The ability to predict when equipment or assets need maintenance allows us to minimize downtime and optimize equipment life. By connecting the devices and monitoring the data the devices produce, we can identify patterns that lead to potential problems or failures. As more automation is used in manufacturing, the need for speed of responses required in dealing with maintenance issues is becoming higher and critical. Advances in the Internet of Things (IoT), Machine Learning, Cloud Computing and Data Analytics are enabling predictive maintenance to become effective.

The manufacturing sector is one of the top victims of infrastructure cybercrime. As manufacturers migrate from traditional factories to IoT-connected, IP-based systems, new vulnerabilities emerge. Expansion of the cyber attack surface is inherent while connecting processes and elements of smart manufacturing. Each point of connection becomes an added risk of cybercrime that can lead to interference, remote access, theft of intellectual property, and data loss or alteration.

Cloud computing, with highly scalable computing resources as a service over the internet, virtually is transforming modern manufacturing. Whether it is how you design, manufacture, integrate into supply chains, or how your customers use the products, the cloud computing is helping manufacturers to innovate, reduce costs, and increase the agility. Investing in a cloud platform is not just a technology decision, but strategic decision; one that gives flexibility, speed, and differentiation. The need and ability for more customization, speed, scale and integration is further driving the demand for cloud computing in manufacturing industry.

Security, Cost & Operations

What we deliver
  • Access governance (RBAC/ABAC, key mgmt)
  • Observability: traces/metrics/logs & runbooks
  • Job‑level cost attribution & budgets
  • Incident response, drills & postmortems
Business outcomes
  • Provable security posture
  • Cost visibility & guardrails
  • Higher reliability & faster recovery

Data Pipelines & Storage

What we deliver
  • Tiered storage (scratch/object/archive)
  • Parallel I/O optimization & caching
  • Streaming ingest & result publishing
  • Data governance, lineage & masking
Business outcomes
  • I/O bottlenecks removed
  • Lower storage cost per TB
  • Trusted data for teams & partners

Performance Engineering & Tuning

What we deliver
  • Hot‑spot profiling & vectorization guidance
  • MPI/OMP tuning & domain decomposition
  • GPU kernels (CUDA/HIP) optimization
  • Perf budgets & SLOs per workload
Business outcomes
  • Shorter time‑to‑solution
  • Better node‑hour efficiency
  • Reduced queue wait & re‑runs

Containerized HPC & Orchestration

What we deliver
  • Apptainer/Singularity images for ISV & custom apps
  • MPI/CUDA compatibility matrices
  • Kubernetes + device plugins (GPU/NVSwitch)
  • CICD for images & env provenance
Business outcomes
  • Reproducible science & engineering
  • Faster onboarding for teams
  • Hybrid portability (on‑prem ↔ cloud)

Cluster Architecture & Provisioning

What we deliver
  • Node specs (CPU/GPU, memory, NVMe tiers)
  • High‑speed fabric (IB/RoCE) topology
  • Golden images, OS tuning & drivers
  • Scheduler config & QoS/partitioning
Business outcomes
  • Predictable performance at scale
  • Higher job throughput & fairness
  • Fewer noisy‑neighbor issues

HPC Assessment & Roadmap

What we deliver
  • Workload inventory (CPU/GPU/IO profiles)
  • Benchmarking & capacity modeling
  • TCO/ROI with placement (on‑prem ↔ cloud)
  • Reference architectures & migration waves
Business outcomes
  • Clear business case & timeline
  • Right‑sized infra for peak & steady state
  • Risk‑aware plan with fast wins

Migration & Hybrid Ops

What we deliver
  • Move/modernize patterns (rehost, refactor, replace)
  • Coexistence & data sync strategies
  • Observability (logs, traces, metrics)
  • Runbooks, on‑call, and MTTR reduction
Business outcomes
  • Predictable cutovers
  • Error‑budget informed operations
  • Sustained reliability at lower cost

Security & Compliance

What we deliver
  • Identity & access hardening (RACF/ACF2)
  • Vuln mgmt, SAST/SCA/DAST pipelines
  • SBOM + sign/verify gates
  • Evidence capture for audits (ISO/SOC)
Business outcomes
  • Reduced risk surface
  • Provable supply‑chain integrity
  • Faster, cleaner audits

Data & Batch Modernization

What we deliver
  • Batch inventory & critical path analysis
  • Workload offload (ETL, analytics, reports)
  • Event streaming from VSAM/Db2
  • Ephemeral test data + masking
Business outcomes
  • Shorter batch windows
  • Lower MIPS usage & cost
  • Near‑real‑time data for business

Mainframe DevOps & CI/CD

What we deliver
  • Git‑based workflows, code review, PR checks
  • Automated build/test (Db2, CICS, IMS)
  • SBOM/signing & supply‑chain security
  • Blue‑green/canary for high‑risk changes
Business outcomes
  • 3× release cadence
  • Lower change failure rate
  • Auditability & compliance by design

Refactoring & API Enablement

What we deliver
  • Domain carving & service boundaries
  • COBOL refactor, code quality & tests
  • CICS/IMS API façade, event adapters
  • Contract tests & consumer‑driven versioning
Business outcomes
  • Faster change with smaller blast radius
  • Reusable APIs for channels & partners
  • Reduced tech debt over time

Legacy Assessment & Roadmap

What we deliver
  • AS‑IS discovery (apps, data, batch, tooling)
  • TCO/ROI model with risk map
  • Strangler‑fig target architecture
  • Phased roadmap: quick wins → scale
Business outcomes
  • Clarity on effort, risk, and value
  • Prioritized backlog aligned to KPIs
  • Stakeholder alignment & funding case

Cost & Sustainability (FinOps)

What we deliver
  • TCO & usage visibility
  • Chargeback/showback models
  • Power/thermal telemetry
  • Workload placement policies
Business outcomes
  • Lower run cost
  • Greener footprint
  • Capacity matched to demand

Security & Compliance

What we deliver
  • SIEM/SOAR integrations
  • Zero‑trust network & identity
  • SBOM/signing & supply chain
  • Evidence capture & audit trails
Business outcomes
  • Reduced risk surface
  • Audit‑ready at all times
  • Developer‑friendly guardrails

Platform Services (Compute/Storage/DB)

What we deliver
  • VM/container platforms
  • SAN/NAS tiers & backup
  • Database services (DBaaS)
  • Golden images & patching
Business outcomes
  • Faster provisioning
  • Lower toil
  • Consistent performance

Network, Edge & Connectivity

What we deliver
  • Core/DC fabric design
  • SD‑WAN & zero‑trust rollout
  • DNS/DHCP/IPAM automation
  • Edge site standardization
Business outcomes
  • Higher availability
  • Better user experience
  • Simplified operations

Capacity, DR & Resilience

What we deliver
  • Capacity planning & forecasting
  • Backup/restore & immutability
  • DR strategy, testing & governance
  • Multi‑site HA patterns
Business outcomes
  • Confident RTO/RPO
  • Lower data loss risk
  • Stable performance at peak

Hybrid Operations & SRE

What we deliver
  • Unified monitoring & alerting
  • On‑call, runbooks & incident drills
  • Change mgmt & release coordination
  • SLOs, error budgets & postmortems
Business outcomes
  • Reduced MTTR
  • Fewer incidents & pages
  • Predictable releases

Incident Response & Threat Hunting

What we deliver
  • IR playbooks & tabletop exercises
  • Forensic triage & evidence handling
  • Hypothesis‑driven threat hunts
  • Crisis communications support
Business outcomes
  • Confidence under pressure
  • Reduced impact & downtime
  • Lessons learned to SRE/AppSec

AppSec & DevSecOps

What we deliver
  • Policy‑as‑code gates in CI/CD
  • SBOM + sign/verify & provenance
  • Secrets mgmt and vault integration
  • Threat modeling & secure patterns
Business outcomes
  • Lower escaped defects
  • Supply‑chain integrity
  • Developer‑friendly guardrails

Cloud Security (CSPM/CWPP)

What we deliver
  • Baseline policies & drift detection
  • IaC scanning & secret hygiene
  • Runtime threat detection (CWPP)
  • Kubernetes posture & admission controls
Business outcomes
  • Fewer misconfigurations
  • Shift‑left policy enforcement
  • Provable compliance continuous

Identity & Access Governance

What we deliver
  • SSO/MFA rollout & hardening
  • Role engineering & access reviews
  • Privileged access mgmt (PAM)
  • Joiner‑Mover‑Leaver automation
Business outcomes
  • Lower lateral‑movement risk
  • Cleaner audits & recertification
  • Happier users with fewer prompts

Vulnerability & Patch Management

What we deliver
  • Continuous scanning (app, infra, cloud)
  • Exploitability & asset criticality scoring
  • Patch scheduling & change orchestration
  • Executive and auditor‑ready reporting
Business outcomes
  • Reduced attack surface
  • Predictable patch SLOs
  • Better audit posture

SOC as a Service & MDR

What we deliver
  • SIEM content engineering & detections
  • Managed EDR/XDR triage & containment
  • Alert tuning, runbooks, and playbooks
  • Threat intel curation & enrichment
Business outcomes
  • Fewer false positives
  • Faster containment & recovery
  • Improved dwell‑time & MTTR KPIs

Test Data & Environments

Compliant, realistic data and right-sized environments that keep teams unblocked.

What we deliver
  • Data subsetting, masking & synthetic data
  • Service virtualization & dependency mocking
  • Ephemeral envs via IaC & blueprints
  • Secrets & policy management
Business outcomes
  • Higher pipeline throughput
  • Reduced data risk in testing
  • Lower environment cost

Observability & SRE

Production-grade telemetry with actionable runbooks and on‑call playbooks.

What we deliver
  • SLOs, error budgets, and alert hygiene
  • Tracing, logs, metrics with OTel
  • Incident response & postmortem practice
  • Capacity planning & cost governance
Business outcomes
  • Lower MTTR and better UX
  • Reduced toil and alert fatigue
  • Transparent reliability reporting

Performance & Security Testing

Stress your systems like production: scale, failover, and security controls verified pre‑release.

What we deliver
  • Load, soak, spike, and chaos testing
  • DAST/SAST/SCA and threat modeling
  • Resilience & capacity baselining
  • Security & performance dashboards
Business outcomes
  • Confidence under peak demand
  • Fewer Sev‑1 incidents
  • Improved compliance posture

Test Automation

Automation that reduces flaky tests, speeds feedback, and increases coverage where it matters.

What we deliver
  • Contract, API, and UI frameworks
  • Test data mgmt & environment virtualization
  • Parallelization & smart test selection
  • Quality gates & release dashboards
Business outcomes
  • Shorter lead time for changes
  • Fewer regressions in production
  • Objective release readiness

Cloud‑Native DevOps

Platform engineering with golden paths, secure defaults, and developer self‑service.

What we deliver
  • Multi-tenant clusters & policy guardrails
  • Service mesh, ingress, and traffic management
  • Cost/rightsizing & resilience patterns
  • Backups, DR, and chaos drills
Business outcomes
  • Higher developer velocity & autonomy
  • Improved security posture & compliance
  • Predictable scaling & spend

CI/CD Automation

Trunk-based development with multi-stage pipelines, ephemeral environments, and progressive delivery.

What we deliver
  • Pipelines with quality gates & artifact promotion
  • GitOps, IaC, and policy-as-code
  • Secrets management & supply-chain security (SLSA)
  • Blueprints & reusable pipeline templates
Business outcomes
  • Faster delivery with fewer manual steps
  • Consistent, auditable change management
  • Reduced incidents from misconfigurations

Why Partner with InOpTra

Domain-aware specialists with transparent governance, KPIs, and clear value tracking across delivery models.

What we deliver
  • Industry playbooks & accelerators
  • Flexible engagement: fixed, T&M, managed
  • Value realization dashboards
  • Risk, change, and stakeholder management
Business outcomes
  • Reduced time-to-value
  • Higher adoption and process compliance
  • Lower total cost of ownership

Support & Optimization

We operate with SRE practices, KPIs, and governance so your ERP stays reliable and efficient.

What we deliver
  • Runbooks, on-call, and incident response
  • Release mgmt, patching, and vulnerability mgmt
  • Performance & cost optimization
  • Enhancement backlog & roadmap mgmt
Business outcomes
  • Higher uptime & user satisfaction
  • Predictable releases and fewer regressions
  • Continuous improvement and transparency

Analytics & Reporting

Real-time, role-based dashboards with governed metrics and drill-downs for action.

What we deliver
  • Data models & semantic layers
  • Predictive analytics & anomaly detection
  • Embedded analytics inside ERP workflows
  • Self-service BI & data catalog
Business outcomes
  • Faster, fact-based decisions
  • Operational transparency & alerts
  • Data culture with governed access

ERP Modernization & Migration

We de-risk transitions with architecture blueprints, pilot migrations, and reversible cutovers.

What we deliver
  • Current-state assessment & target architecture
  • Data cleansing, mapping & migration rehearsal
  • Integration modernization & API gateways
  • Performance, cost, and resilience improvements
Business outcomes
  • Lower downtime & risk during transition
  • Reduced license and infrastructure spend
  • Faster change velocity post-migration

Custom ERP Development

Tailored modules and extensions: approvals, pricing, quality, warehousing, or domain-specific workflows.

What we deliver
  • Microservices & API-based extensions
  • Low-code accelerators & reusable components
  • Compliance-ready audit trails & roles
  • Performance & security hardening
Business outcomes
  • Fit-to-purpose without vendor lock-in
  • Higher user adoption & fewer manual steps
  • Governed change with lower total cost

End-to-End ERP Implementation

From requirement analysis to deployment, we orchestrate multi-domain rollouts with strong governance and change management.

What we deliver
  • Process discovery & fit-gap analysis
  • Configuration, custom development & integrations
  • Data migration (ETL), validations & UAT
  • Training, hypercare, and post go-live support
Business outcomes
  • Faster close cycles & accurate reporting
  • Inventory & working-capital optimization
  • Unified processes across functions & geographies

Quality Assurance / Testing

Quality engineered into every step — from unit to UX. Automation‑first, data‑driven, and CI/CD‑native.

What we deliver
  • Automation (API/UI), contract & component tests
  • Performance, security, and accessibility testing
  • Test data mgmt & environment virtualization
  • Shift‑left with quality gates in pipelines
Business outcomes
  • Faster releases with fewer regressions
  • Objective quality metrics per release
  • Lower total cost of quality

Application Maintenance

Proactive, SRE‑informed application management that blends prevention with rapid response and continuous improvement.

What we deliver
  • 24×7 monitoring, alerting, and on‑call playbooks
  • SLOs/SLA governance and error budgets
  • Cost/perf tuning and capacity planning
  • Patch, upgrade, and vulnerability management
Business outcomes
  • Fewer incidents and faster recovery
  • Predictable change with staged rollouts
  • Transparent reporting and continual improvement

Microservices

Decompose monoliths into modular services with clear contracts, independent deployability, and strong observability.

What we deliver
  • Domain-driven design (DDD) & bounded contexts
  • API gateways, service mesh, and contract testing
  • Kubernetes, containers, and autoscaling
  • Event streaming and eventual consistency
Business outcomes
  • Parallel delivery with smaller blast radius
  • Elastic scale and graceful degradation
  • Lower mean‑time‑to‑restore (MTTR)

Mobile Applications

Native and cross‑platform apps that feel effortless and work reliably in the field. Built with privacy, performance, and offline use in mind.

What we deliver
  • User research, journey mapping, and prototyping
  • Native (Swift/Kotlin) & cross‑platform (Flutter/React Native)
  • Edge/offline sync, push notifications, MDM
  • Embedded analytics & AI assistants
Business outcomes
  • Shorter task times and fewer errors
  • Field productivity and customer NPS uplift
  • Secure, policy‑compliant rollouts at scale

Web Applications

Modern web apps that are fast, accessible, and secure. Designed for real users and wired to your ecosystem with clean APIs.

What we deliver
  • Design systems & accessibility (WCAG 2.1)
  • SPA/MPA with SSR/ISR for performance
  • Observability (logs, traces, RUM)
  • Zero-trust principles & secure SDLC
Business outcomes
  • Higher conversion and task completion
  • Reduced tech debt and page load times
  • Predictable delivery with CI/CD

Enterprise Applications

We turn core systems into agile platforms that adapt to change. From ERP/CRM integration to legacy modernization, we simplify complexity so your teams focus on outcomes, not obstacles.

What we deliver
  • Process discovery and value mapping
  • API-first integration with ERP/CRM/PLM
  • Event-driven workflows and automation
  • Data governance, security & compliance by design
Business outcomes
  • Improved cycle time across key processes
  • Reliable, unified data for better decisions
  • Lower run cost with higher resilience
  • Self‑service portals with workflow automation and role‑based access.
  • Data‑driven dashboards and alerts for real‑time decisions.
  • Integration of legacy/ERP with modern web & mobile channels.
  • Migrations to cloud‑native and microservices architectures.
  • Discovery → MVP → Scale (lean, outcome‑first sprints).
  • Design systems & reusable components for speed and consistency.
  • DevSecOps with quality gates and test automation from day one.
  • Telemetry‑driven improvements post‑launch.