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AI, cloud and software engineering

Engineering AI-powered solutions. Building the cloud. Delivering what's next.

V Solutions helps organizations turn complex business challenges into production-ready AI applications, intelligent agents, resilient cloud platforms, modern software products and secure virtual desktop environments.

Talk to our engineering team

  • Troy, Michigan & Hyderabad, India
  • Overlapping US–India working hours

Secured & governed end to end

  1. Intelligence
    • AI agents
    • Generative AI & RAG
    • Forward deployed engineers
  2. Applications
    • Web platforms
    • Enterprise apps
    • APIs & integrations
  3. Platform
    • AWS · Azure · GCP
    • Kubernetes
    • CI/CD & IaC
  4. Workplace
    • Azure Virtual Desktop
    • Citrix
    • Intune
One team across every layer of your stack
  • Troy, MichiganUS headquarters
  • Hyderabad, IndiaEngineering hub
  • 6 servicesAI, cloud, software & virtual desktops
  • US + India hoursOverlapping delivery day

Services

Six services, one engineering team

From AI that runs inside your workflows to the cloud platforms and desktops it depends on — designed, built and supported by the same people.

Business challenges we solve

Start with the problem, not the technology

Most engagements begin with one of these. Each maps to the services that solve it — often more than one.

Talk through your challenge
  1. Moving AI prototypes into production

    Adding the integrations, evaluation and controls a promising pilot needs before people rely on it.

  2. Automating complex business workflows

    Letting agents and automation handle the routine steps, with people approving what matters.

  3. Building enterprise AI applications

    Assistants, search and document tools grounded in your own data and permissions.

  4. Modernizing cloud infrastructure

    Moving workloads to AWS, Azure or Google Cloud and defining every environment in code.

  5. Improving software delivery and reliability

    Automated pipelines, observability and reliability targets that make releases routine.

  6. Developing scalable digital products

    Web platforms, portals and SaaS products built to keep evolving after launch.

  7. Securing and optimizing virtual desktops

    Fast, consistently managed desktops for hybrid staff and contractors.

Our engineering approach

A clear path from idea to production

Every engagement follows the same disciplined arc, adapted to the service — an agent pilot and a VDI migration each have their own checkpoints. How we work

  1. Discover

    Understand the business goals, users and constraints.

  2. Architect

    Design a technical solution that fits your environment.

  3. Build

    Implement and integrate, with code review and testing throughout.

  4. Validate

    Test quality, security, performance and reliability.

  5. Deploy

    Release into the agreed environment with monitoring in place.

  6. Optimize

    Improve the solution using evidence from production.

Technology capabilities

The platforms our engineers deliver on

We choose technology to fit your environment and team. Naming a platform here is not a claim of a vendor partnership.

AI

  • LLMs
  • RAG
  • AI agents
  • Model Context Protocol
  • LangGraph
  • Evaluation frameworks

Cloud

  • AWS
  • Microsoft Azure
  • Google Cloud

DevOps

  • Terraform
  • Docker
  • Kubernetes
  • CI/CD
  • Argo CD
  • OpenTelemetry

Application engineering

  • React
  • Next.js
  • TypeScript
  • Node.js
  • Python
  • .NET
  • PostgreSQL

Virtual desktops

  • Azure Virtual Desktop
  • Windows 365
  • Citrix
  • Microsoft Intune
  • Entra ID
  • FSLogix

Use cases

What the work looks like

Illustrative scenarios across our six services — examples of the problems we take on, not descriptions of specific client projects. See our case studies

  • Forward Deployed Engineering

    Taking an AI pilot into production

    Challenge
    A support assistant works in demos but isn't connected to ticketing or approved for customer data.
    Approach
    Embedded engineers map the workflow, ground the assistant in approved knowledge, integrate ticketing and add evaluation and monitoring.
    • LLM APIs
    • RAG
    • ITSM APIs
    • Kubernetes
  • Agentic AI Solutions

    IT ticket triage agent

    Challenge
    Routine tickets wait in a queue while engineers gather the same diagnostics every time.
    Approach
    An agent classifies tickets, runs read-only diagnostics, proposes a fix and asks an engineer to approve any change.
    • LangGraph
    • MCP
    • ITSM API
    • Audit logging
  • Generative AI Solutions

    Policy assistant for staff

    Challenge
    Employees search several portals for policies and still aren't sure they found the current version.
    Approach
    Retrieval over approved policy documents, answers that cite the exact section, and access that follows existing permissions.
    • Azure OpenAI
    • pgvector
    • Entra ID
  • Cloud & DevOps Engineering

    From release weekends to routine deploys

    Challenge
    Monthly releases need a change window, a checklist and the one engineer who knows the steps.
    Approach
    Environments defined in Terraform, automated tests in CI, and GitOps deployments with canary releases and rollback.
    • Terraform
    • GitHub Actions
    • Argo CD
    • Kubernetes
  • Web & Application Development

    Self-service customer portal

    Challenge
    Customers email for order status and documents, and staff re-key answers from three systems.
    Approach
    A portal with single sign-on, connected to the ERP and document store through documented APIs.
    • Next.js
    • Node.js
    • PostgreSQL
    • OpenID Connect
  • Virtual Desktop Infrastructure (VDI) Services

    Secure access for contractors

    Challenge
    Contractors need a handful of internal applications without being issued company laptops.
    Approach
    An Azure Virtual Desktop host pool publishing only those apps, with conditional access, FSLogix profiles and autoscaling.
    • Azure Virtual Desktop
    • Entra ID
    • Intune
    • FSLogix

Why V Solutions

A partner that stays accountable from first call to production

  • Engineering-led delivery

    The engineers who scope your project are the ones who build it, so nothing is lost in a hand-off.

  • Close collaboration

    We work alongside your users and teams, with regular demos and shared visibility of progress.

  • End-to-end implementation

    Architecture, build, deployment and support from one team — across AI, applications, cloud and desktops.

  • Integration experience

    New systems are connected to the ones you already run, using your identity and access rules.

  • Security-conscious design

    Least-privilege access, data-handling decisions and security reviews are part of the build, not an afterthought.

  • Production-focused execution

    Testing, monitoring, documentation and runbooks so what we deliver keeps working after launch.

Insights

Practical guidance from our engineers and strategists

Browse all insights

Get in touch

Have a technology challenge? Let's engineer the solution.

Tell us about the AI, cloud, DevOps, application or virtual desktop initiative you're planning. An engineer will reply to talk it through.

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