Process Automation with AI

InOpTra delivers enterprise-grade automation and artificial intelligence solutions across the US and Europe that transform operational inefficiencies into strategic advantages. We emphasize speed agility, automation, throughput quality, and faster go-to-market timing, creating a competitive edge. From intelligent workflow optimization to predictive analytics, our solutions integrate seamlessly with existing systems, ensuring rapid deployment, measurable ROI, and flexibility to evolve alongside your business needs.

Key Automation & AI Client Pain Points

Data Quality Issues 

 Inconsistency, incompleteness, and inaccuracy undermine AI model performance and reliability.

Talent availability 

Finding experts on legacy systems and lack of specialized expertise needed to develop, deploy, and maintain sophisticated automation and AI systems.

Employee Resistance & Training

 Fear of job displacement, lack of digital readiness, and insufficient training often lead to hesitation in adopting new technologies, impacting overall adoption and productivity.

Cost Overruns 

 Implementation expenses frequently exceed initial projections, with hidden costs emerging throughout the project lifecycle.

Regulatory Compliance Complexity  

Particularly challenging in highly regulated industries where AI transparency and decision auditability are mandated.

ROI Measurement Difficulties 

Establishing meaningful metrics to justify continued investment often proves elusive.

Why Global Enterprises Trust InOpTra

New Revenue Opportunities Created 

 By bringing in efficiency, improving customer relationship.

The outcome-based BOT model isn’t a one-size-fits-all solution

It’s industry-specific, agnostic, and flexible, tailored solutions for any sector.

 Help avoid false starts with AI & Automation 

We help you define clear use cases, prioritize high-ROI initiatives, and establish measurable benchmarks, ensuring your every step is the right step.

Seamless Scaling 

 Solve Integration & any new beginnings ON Automation & AI journey where to start, ROI Realization.

Enterprise Integration Framework 

 Custom middleware solutions leveraging ESB architecture and API gateways to seamlessly connect legacy systems with modern automation platforms.

Pre baked AI Automation Frameworks 

Scalable, secure, and reusable AI automation frameworks designed for rapid deployment, built-in feasibility, and robust change management.

Accelerate Automation with Confidence

Partner with InOpTra to transform operational challenges into competitive advantages without the burden of building in-house capabilities from scratch. Our team brings specialized expertise across major ERP platforms including SAP, Oracle, and Microsoft Dynamics, ensuring seamless integration with your existing infrastructure.

By outsourcing to our dedicated specialists, you’ll realize cost savings of 30-40% compared to developing equivalent in-house capabilities, while avoiding recruitment challenges in this high-demand field. Our proven implementation methodology delivers operational improvements within 8-12 weeks, providing faster time-to-value than traditional approaches.

InOpTra doesn’t just implement technology—we transfer knowledge and capabilities, positioning your organization for sustained success in an increasingly automated business landscape.

  • Transform Operational Challenges: Partner with InOpTra to turn operational challenges into competitive advantages without the complexity of building in-house capabilities.
  • Expertise Across Major ERP Platforms: Leverage our specialized expertise in SAP, Oracle, and Microsoft Dynamics for seamless integration with your existing infrastructure.
  • Help avoid false starts with AI: We help you define clear use cases, prioritize high-ROI initiatives, and establish measurable benchmarks—ensuring your every step is the right step.
  • Seamless Scaling: Solve Integration & any new beginnings ON the Automation & AI journey(Rephrase them), where to start, ROI Realization.
  • Significant Cost Savings: Achieve 30-40% cost savings compared to developing equivalent in-house capabilities while avoiding recruitment challenges in a high-demand field.
  • Proven Implementation Methodology: Benefit from operational improvements within 8-12 weeks, ensuring faster time-to-value than traditional approaches.
  • Knowledge Transfer for Long-Term Success: Beyond technology implementation, InOpTra empowers your organization with the knowledge and capabilities needed for sustained success.

Custom App Development

We specialize in building a wide range of digital solutions including enterprise applications, mobile apps, and web applications. Our development approach leverages low-code and no-code platforms, significantly reducing time-to-market and simplifying the development process. By integrating advanced AI tools, we enhance the functionality and intelligence of our applications. This empowers both IT professionals and non-technical users to collaborate effectively. Our solutions support rapid deployment, flexibility, and scalability to meet evolving business needs. Ultimately, we help organizations accelerate digital transformation with minimal complexity.

Technical Talent Augmentation

Specialized RPA developers, ML engineers, and MLOps professionals available for flexible engagement models, including managed services. Accelerators some products

Comprehensive cost-benefit analysis using value stream mapping to identify hidden expenses and maximize automation ROI

Automated governance systems with built-in audit trails, explainable AI methodologies, and regulatory documentation generation

Real-time dashboards with KPI tracking, utilizing time-series analysis to quantify productivity gains and operational improvements

Progressive deployment approach using containerization, microservices architecture, and intelligent orchestration to ensure enterprise-wide compatibility

Challenges of Process Automation & AI

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.