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AI-Native Product Engineering

We Build, Modernize & AI-Enable Digital Products.

OPSKUBE is a digital product engineering company helping businesses transform complex platforms into scalable, AI-ready products.

Product Engineering Product Modernization AI Engineering Cloud Platform Engineering

Nearly two decades of engineering complex products across
Travel · Logistics · Finance · Education · Healthcare

Organizations our team worked with

AT&T trivago Amadeus Travelport Sabre IndiGo SpiceJet AirAsia RateHawk Pfizer Navitaire HDFC Bank ICICI Bank MakeMyTrip Authorize.net FedEx DPD Dostavista SDEK
Problems We Solve

Serious product problems require serious engineering.

We help technology leaders when architecture, velocity, reliability or AI readiness is holding the product back.

Build

Build new products

Design and engineer complex digital products from architecture through production — SaaS, enterprise platforms, multi-tenant systems and workflow products.

Modernize

Modernize existing platforms

Identify the architecture and engineering constraints restricting growth, and modernize the areas creating the greatest impact — without unnecessary rewrites.

AI-Enable

AI-enable workflows

Embed AI into customer experiences, operations, analytics and decision workflows where investigation, automation and knowledge actually exist.

Scale

Scale cloud platforms

Design reliable, observable and cost-efficient infrastructure that supports serious production workloads and engineering velocity.

Core Engineering Practices

Four practices. One product engineering mindset.

We do not sell technologies. We engineer and evolve complex products.

Product Engineering

Build Products Designed to Scale

We design and engineer complex digital products from architecture through production and continuous evolution.

SaaSEnterpriseMulti-tenantAPIsMobile
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Product Modernization

Modernize Without Rebuilding Everything

We identify the parts restricting growth and modernize them systematically — architecture, APIs, data, cloud and engineering productivity.

LegacyArchitectureCloud migrationTech debtAI readiness
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AI Engineering

Bring AI Into Real Product Workflows

We help companies introduce AI where decisions, investigation, automation and knowledge actually exist — integrated into the product, not beside it.

AgentsCopilotsRAGDocument intelligenceAutomation
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Cloud Platform Engineering

Reliable Infrastructure, Invisible to the Business

We design and improve cloud platforms supporting serious production workloads — observable, scalable and cost-efficient.

AWSAzureKubernetesCI/CDSRE
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Product Modernization

Your Product Does Not Need Another Rewrite. It Needs the Right Modernization.

Complex software products rarely need to be rebuilt from scratch. We identify the architecture, product and engineering constraints holding the platform back and modernize the areas creating the greatest impact.

ArchitectureUXAPIsDataCloudDevOpsObservabilityQualityAI Readiness
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AI Integration Architecture Embedded
Actors
Customers
Employees
Surface
Product
Intel­ligence
AI / Agent Layer
CopilotsAgentsRAGTools
Execution
Business Workflows
Systems
Data
APIs
External
AI Engineering

AI Should Become Part of the Product — Not Another Tool Beside It.

The strongest AI opportunities often exist inside the software and workflows companies already operate. We engineer AI into customer experiences, business operations, analytics and decision workflows.

Product CopilotsOperations AgentsIntelligent SearchDocument IntelligenceNatural-Language AnalyticsDecision SupportWorkflow AutomationAutomated InvestigationCustomer Service Agents
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Industry Practices

Engineering Depth Meets Domain Understanding

Five strategic verticals with equal engineering commitment — deep product capability across complex industry workflows.

Travel

Commerce, travel-native finance & operational intelligence

Commerce · Policy · Finance · BSP · OTA Intelligence

Explore Travel →
Logistics

Shipment orchestration, carrier intelligence & intelligent operations

Tracking · Carrier APIs · ETA · Control Tower · AI Agents

Explore Logistics →
Finance

Transactions, financial workflows & automation

Ledgers · Reconciliation · Reporting · Integrations · AI Finance

Explore Finance →
Education

Learning, assessment & intelligent education

Learning · Testing · Certification · AI Teachers · Analytics

Explore Education →
Healthcare

Reliable healthcare workflows & digital platforms

Workflow · Integrations · Mobile · Data · Automation

Explore Healthcare →
Featured Work

Engineering Work That Changed the Product

Technical depth where we have the strongest proof today — with equal architecture for all five industry practices.

Travel Technical case study

Multi-GDS travel commerce engineering

Unified commerce across major GDS and airline-direct feeds — high-volume search, booking workflows and settlement paths that stay coherent under load.

  • Supplier connectivity across GDS, LCC and NDC channels
  • Multi-tenant architecture for agency and corporate travel
  • Travel-native finance, invoicing and BSP reconciliation
Read the engineering story →
Logistics Technical case study

Multi-Carrier Shipment Orchestration Platform

Building event-driven logistics infrastructure with carrier integrations, tracking architecture and operational intelligence for exception management at scale.

  • Carrier ecosystem integrations and unified tracking APIs
  • Event-driven shipment lifecycle and SLA monitoring
  • Control tower capabilities with predictive ETA and routing
View case study →
Education Product proof

AI-Native Learning Platform Engineering

Engineering multi-tenant academy platforms with instructor-led and self-paced learning, assessments, certification workflows and AI-assisted content delivery.

  • LMS architecture for professional and corporate training
  • AI teacher and instructor copilot capabilities
  • Learning analytics and learner portal engineering
Read the engineering story →
Healthcare Product proof

Healthcare Operations & Coordination Platform

Building reliable software for complex healthcare workflows — care coordination, scheduling, mobile field operations and secure communication systems.

  • Emergency and operational healthcare workflow engineering
  • Mobile healthcare with real-time coordination
  • Integration and document workflow automation
Explore Healthcare work →
Product Engineering Teams

A team focused on getting an important product outcome delivered.

Sometimes you do not need more developers. You need the right mix of people who can understand the product, take ownership of a problem and move it forward. We put together focused engineering teams around what you actually need to achieve — modernizing an existing platform, introducing AI, strengthening the underlying platform or accelerating a product roadmap.

Product Modernization Team

For products that have grown complex over time and need to become easier to change, scale and operate.

ArchitectureBackendFrontendDevOps

AI Engineering Team

For bringing AI into existing products, workflows and operations — not building AI as a disconnected experiment.

AI EngineeringBackendFrontendProduct Architecture

Platform Engineering Team

For improving the reliability, scalability and operational foundation of the product.

BackendCloudDataDevOps

Product Acceleration Team

For teams that need to move an important roadmap faster without compromising engineering quality.

FrontendBackendQAProduct Engineering

We work like product engineers, not an outsourced development queue.

For nearly two decades, customers have trusted OPSKUBE with products their businesses depend on. We have also built and operate our own software platforms, so we understand what happens after a feature goes live — maintenance, integrations, failures, scale, customer expectations and years of continuous change.

~20 yrs Shipping production systems
100+ Enterprise integrations
5 Own platforms in production
6 Regions delivered across

That operating experience shapes how every engineering team engages — from the first assessment through years of product evolution.

  • We think beyond the next release

    We make engineering decisions with the long-term health of the product in mind. Architecture, maintainability, reliability and operating cost matter as much as getting the immediate feature delivered.

  • Complex integrations are familiar territory

    We have delivered more than 100 integrations across airline and GDS systems, BSP/IATA, payment gateways, courier networks, ERP platforms, government e-invoicing systems and other enterprise services.

  • AI is already part of the products we build

    Our teams are using AI for areas such as anomaly detection, natural-language analytics, intelligent workflows and AI-assisted learning. We focus on where AI can improve the actual product or operation rather than adding it for the sake of an AI story.

  • We know how to work across borders and over the long term

    OPSKUBE has been engineering products for customers across the USA, UK, Europe, Russia, UAE and India for nearly two decades. Many of those relationships have continued through multiple product generations.

Bring us the product problem. We will bring the right engineering team.

Discuss Your Product
How We Engage

Start Small. Prove Value. Scale What Works.

  1. Assess

    We map the product surface, architecture and delivery constraints — what users rely on, where systems are brittle, and which workflows actually move the business.

  2. Prioritize

    Together we rank modernization, AI and platform opportunities by impact and risk — so the first sprint lands where value is clearest, not where the backlog is loudest.

  3. Deliver

    A senior squad ships a focused engineering sprint — production-ready change, clear ownership, and a measurable outcome you can evaluate before committing further.

  4. Scale

    When the model works, we stand up a focused product engineering team around the roadmap — continuity of architecture, delivery rhythm and accountability as the product grows.

Product Modernization Assessment AI Opportunity Sprint AI Feature Sprint Architecture Assessment Cloud Platform Review Engineering Rescue Sprint Product Engineering Team
Customer Voices

Trusted Through Complex Product Journeys

Travel

“OPSKUBE has exceeded our expectations as we worked on multiple projects together. In order to meet our requirements, the Team has been very responsive and flexible. It was always consistent high quality work even for unforeseen challenges a couple of times.”

Brian CloudCTO, SwiftTrip LLC
Healthcare

“Building iMedevac was a challenge for all of us. Looking back, I'm very impressed and grateful how well our co-operation worked, even when we got really complex problems to solve together.”

Dr. Laurent TymansCEO, iMedevac
Engineering DNA

The Technology Changes. The Engineering Fundamentals Do Not.

Organized by engineering layer — technology supports product outcomes, not the other way around.

O
System Stack Product engineering layers
active 07 layers
L01
Experience UI, UX & client surfaces
ReactNext.jsAngularVueFlutterReact NativeTypeScriptUX Engineering
L02
Core AI / Agentic Intelligence embedded in product workflows
LLMsAgentsRAGTool-using agentsCopilotsWorkflow automationHuman-in-the-loopEvaluation
L03
Backend & Services Domain logic & APIs
JavaPythonNode.jsGoRustC#Spring BootDjangoFastAPIExpress
L04
Integration & Middleware Events, queues & pipelines
RESTGraphQLApache KafkaRabbitMQAmazon SQSRedisCeleryAirflowThird-party APIs
L05
Data RDBMS, NoSQL & analytics
PostgreSQLMySQLRedisMongoDBElasticsearchClickHouseCassandraData pipelines
L06
Cloud & Platform Infrastructure that stays invisible
AWSAzureDockerKubernetesNginxTerraformInfrastructure as Code
L07
Delivery & Reliability CI/CD, observability & SRE
GitHub ActionsGitLab CIJenkinsSonarQubeGrafanaPrometheusKibanaSRE
AI embedded in the product stack Not a disconnected layer beside the system
Insights

Engineering Thinking

Travel

GDS Integration and Travel Platform Modernization

How multi-GDS connectivity, NDC feeds and travel accounting shape platform architecture decisions.

Read article →
AI Engineering

AI-Native Operating Systems Explained

Why AI belongs inside product workflows — not as a disconnected layer beside existing systems.

Read article →
Education

AI Teachers and Voice Cloning in Learning Platforms

Engineering considerations for AI-assisted instruction in professional and corporate training.

Read article →
OPSKUBE engineers collaborating in a modern office, crafting APIs, integrations, mobile apps, and web products

Product engineering, in session

We Do Not Sell Technologies.
We Engineer and Evolve Complex Products.

Teams in the room — shipping APIs, integrations, mobile apps, and web products that hold up in production.

Discuss Your Product
  • APIContracts & services
  • IntegrationSystems connected
  • Mobile AppNative experiences
  • Web AppsProduct surfaces