Our AI Development Services
AI Agent Development
Enterprise AI Agents for Intelligent Business Operations
AI agents can perform tasks, make decisions, access systems, and collaborate with users as human-like specialists, and improve productivity.
We design and develop agents tailored to your business processes and objectives.
Example Use Cases
- Customer support assistants
- IT service desk automation
- Employee knowledge assistants
- Operations automation
- Business workflow orchestration
- Industry-specific AI assistants
Capabilities
- Agent architecture design
- Multi-agent systems
- Tool integration
- Workflow automation
- Knowledge retrieval
- Governance and monitoring
Retrieval-Augmented Generation (RAG) Applications
Connect AI to Trusted Enterprise Knowledge
Generic AI lacks context.
RAG solutions connect AI directly to your organization's knowledge, enabling more accurate, explainable, and trustworthy responses.
We build enterprise-grade RAG applications that leverage:
- Internal documentation
- Knowledge bases
- Product documentation
- Policies and procedures
- Technical repositories
- Business systems
Capabilities
- Knowledge ingestion
- Vector database implementation
- Search optimization
- Context management
- Multi-source retrieval
- Enterprise security controls
Typical Solutions
- Enterprise knowledge assistants
- Customer support platforms
- Technical documentation assistants
- Regulatory and compliance assistants
- Internal help desks
AI-Augmented Software Development
AI-Enhanced Software Engineering For Enterprise Teams
AI is transforming how software is designed, developed, tested, and maintained.
We help organizations integrate AI into development workflows to improve productivity and reduce repetitive work.
Capabilities
- AI-assisted coding
- Code generation
- Refactoring support
- Documentation generation
- Test generation
- Code quality analysis
- Developer productivity optimization
Benefits
- Faster development cycles
- Improved code quality
- Reduced manual effort
- Increased engineering productivity
- Accelerated innovation
Legacy System Modernization with AI
Unlock the Knowledge Hidden Inside Legacy Systems
Many enterprise applications have evolved over years - or even decades - through continuous customization, integration, and business driver change. Over time, documentation becomes outdated, dependencies grow increasingly complex, and critical business knowledge becomes concentrated in a small number of subject matter experts.
OAS helps organizations leverage AI to analyze, understand, and modernize legacy applications with greater speed, visibility, and confidence. By combining AI-powered analysis with our deep experience in enterprise software modernization, we help teams reduce uncertainty and make informed transformation decisions.
Capabilities
- Reverse-engineer undocumented applications and databases
- Analyze system architecture, dependencies, and integration points
- Discover and document embedded business logic
- Generate technical documentation and system knowledge artifacts
- Create automated test assets and validation frameworks
- Identify modernization opportunities, technical debt, and migration risks
- Support cloud migration, platform modernization, and application transformation initiatives
Business Benefits
- Reduce modernization and migration risk
- Preserve critical business functionality and institutional knowledge
- Accelerate onboarding and knowledge transfer
- Improve agility in complex legacy environments
- Enable data-driven modernization planning
- Shorten transformation and cloud migration timelines
Common Use Cases
- Legacy application modernization
- Monolith-to-microservices transformations
- Cloud migration and replatforming initiatives
- Knowledge transfer from retiring subject matter experts
- Mergers and acquisitions system assessment
- Technical debt reduction and application portfolio rationalization
Custom AI Solutions
Custom AI Solutions Built Around Your Enterprise Environment
Every organization has unique challenges that cannot always be solved by off-the-shelf AI tools.
We design and develop custom AI solutions tailored to your objectives, data, workflows, and industry requirements.
Services Include
- AI strategy consulting
- Solution architecture design
- Model selection
- Fine-tuning and optimization
- Application development
- Enterprise integration
- Production deployment
Example Applications
- Intelligent document processing
- Predictive analytics
- Decision support systems
- Industry-specific copilots
- AI-powered customer experiences
- Operational intelligence platforms
Our AI Engineering Approach
Built for Production, Not Just Prototypes
Successful AI initiatives require more than selecting a model.
They require architecture, governance, integration, security, and continuous improvement.
Hybrid LLM + SLM Architecture
We combine the reasoning capabilities of Large Language Models (LLMs) with the efficiency and precision of domain-specific Small Language Models (SLMs).
This hybrid approach helps organizations:
- Improve accuracy
- Reduce hallucinations
- Lower operational costs
- Increase response consistency
- Optimize performance
Retrieval-Augmented Generation (RAG)
Rather than relying solely on model training, we ground AI outputs using trusted organizational knowledge and business data.
Benefits include:
- Improved factual accuracy
- Reduced hallucinations
- Faster implementation
- Easier maintenance
- Better governance
Agentic AI Architecture
Specialized AI agents collaborate to complete complex tasks and workflows.
This approach enables:
- Workflow orchestration
- Autonomous task execution
- Cross-system integration
- Improved scalability
- Greater flexibility
Human-in-the-Loop Governance
AI should augment human expertise - not replace it. We incorporate review, approval, and monitoring mechanisms that help organizations maintain transparency, accountability, and control.
Deployment Options
Your AI. Your Environment. Your Data.
Enterprise AI initiatives have different security, compliance, and operational requirements. DWS supports flexible deployment models designed to align with your organization's governance and infrastructure strategy.
Public Cloud
Leverage scalable cloud infrastructure for rapid deployment and innovation.
Private Cloud
Maintain greater control while benefiting from cloud flexibility.
Hybrid Cloud
Balance scalability with governance and security requirements.
On-Premises
Deploy AI within your own infrastructure and security perimeter.
Air-Gapped Environments
Support highly regulated and security-sensitive environments where external connectivity is restricted.
Dedicated Hosted Environment
Deploy AI solutions in a dedicated, isolated environment managed specifically for your organization, providing enhanced security, performance, and operational control.
Industries We Serve
Financial Services
AI solutions with governance, auditability, and security controls.
Healthcare &
Life Sciences
Privacy-conscious AI applications for regulated environments.
Energy &
Utilities
Operational intelligence and enterprise workflow automation.
Enterprise
Software &
Technology
AI-powered products, software delivery acceleration, and intelligent quality engineering.
Manufacturing
Knowledge management, ERP optimization, and operational support.
ERP &
Enterprise
Applications
AI assistants and intelligent workflows for complex business systems.
Why Organizations Choose DWS
25+ Years of Engineering & Testing Expertise
Built on decades of experience delivering enterprise software, testing, automation, and modernization services.
Enterprise-Grade AI Delivery
Designed for organizations operating complex, mission-critical systems.
AI + Quality Engineering Expertise
A unique combination of AI engineering, software development, and quality assurance capabilities.
Governance & Security by Design
Aligned with enterprise security, compliance, and operational requirements.
Flexible Deployment Models
Public cloud, private cloud, hybrid, on-premises, and air-gapped environments.
End-to-End Partnership
From AI strategy and architecture to deployment, adoption, and continuous improvement.
Engagement Model
Discovery
Identify business opportunities, evaluate readiness, and define measurable success criteria.
Pilot
Validate technical feasibility, business value, and operational fit through a focused implementation.
Scale
Integrate AI into enterprise systems, expand adoption, and establish long-term governance and optimization.
Turn AI Ideas into Business Outcomes
Whether you’re building AI agents, enterprise knowledge assistants, RAG applications, or custom AI-powered software, DWS provides the engineering expertise, governance, and delivery discipline needed to move AI from experimentation to production.
