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.
- Troy, Michigan & Hyderabad, India
- Overlapping US–India working hours
Secured & governed end to end
- Intelligence
- AI agents
- Generative AI & RAG
- Forward deployed engineers
- Applications
- Web platforms
- Enterprise apps
- APIs & integrations
- Platform
- AWS · Azure · GCP
- Kubernetes
- CI/CD & IaC
- Workplace
- Azure Virtual Desktop
- Citrix
- Intune
- 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 challengeMoving AI prototypes into production
Adding the integrations, evaluation and controls a promising pilot needs before people rely on it.
Automating complex business workflows
Letting agents and automation handle the routine steps, with people approving what matters.
Building enterprise AI applications
Assistants, search and document tools grounded in your own data and permissions.
Modernizing cloud infrastructure
Moving workloads to AWS, Azure or Google Cloud and defining every environment in code.
Improving software delivery and reliability
Automated pipelines, observability and reliability targets that make releases routine.
Developing scalable digital products
Web platforms, portals and SaaS products built to keep evolving after launch.
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
Discover
Understand the business goals, users and constraints.
Architect
Design a technical solution that fits your environment.
Build
Implement and integrate, with code review and testing throughout.
Validate
Test quality, security, performance and reliability.
Deploy
Release into the agreed environment with monitoring in place.
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
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.
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.
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.
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.
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.
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.
Why V Solutions
A partner that stays accountable from first call to production
Insights
Practical guidance from our engineers and strategists

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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.