AI Strategy & Consulting
Identify opportunities and define a practical roadmap.
Explore AI ServicesAI, Data & Software Engineering
Build Intelligent AI Solutions That Drive Business Growth.
Custom AI Solutions
Build generative AI, intelligent agents, and automation.
Explore AI SolutionsSoftware & Integration
Develop applications and connect existing systems.
Explore Software ServicesData & Cloud Engineering
Build reliable data platforms and cloud foundations.
Explore Data EngineeringDedicated Engineering Teams
Add specialist skills to your team.
Hire DevelopersReal Business Challenges. Intelligent AI Solutions.
Business Problems We Solve
Reduce manual work, connect systems and turn data into useful insights with AI and intelligent automation.
Too Much Manual Work?
Eliminate repetitive tasks, reduce manual effort and improve operational efficiency through intelligent workflow automation and AI-powered agents.
AI Agents · Workflow Automation · Intelligent Process Automation
Explore Solution: Too Much Manual Work?Struggling to Scale Customer Support?
Handle growing customer enquiries with intelligent AI assistants, conversational AI and knowledge-based support systems.
Conversational AI · RAG · AI Chatbots
Explore Solution: Struggling to Scale Customer Support?Data Without Actionable Insights?
Transform fragmented business data into meaningful insights, predictive intelligence and smarter decision-making.
Machine Learning · Predictive Analytics · Business Intelligence
Explore Solution: Data Without Actionable Insights?Buried in Documents & Unstructured Data?
Extract, classify and process information from invoices, contracts, forms and business documents using intelligent document processing.
Document AI · OCR · LLMs
Explore Solution: Buried in Documents & Unstructured Data?Missing Insights from Audio & Video?
Unlock business intelligence from conversations, recordings, images and video using speech analytics and computer vision.
Speech AI · Computer Vision · Audio Analytics
Explore Solution: Missing Insights from Audio & Video?Legacy Systems Holding You Back?
Modernize outdated applications, integrate AI capabilities and improve scalability without unnecessary business disruption.
Legacy Modernization · Cloud Integration · AI Integration
Explore Solution: Legacy Systems Holding You Back?Disconnected Systems Slowing Your Business?
Connect ERP, CRM, cloud applications and enterprise data to eliminate silos, improve collaboration and streamline operations.
API Integration · Enterprise Integration · Workflow Automation
Explore Solution: Disconnected Systems Slowing Your Business?AI Ideas Stuck at the Proof-of-Concept Stage?
Transform promising AI experiments into secure, scalable, production-ready solutions with measurable business outcomes.
AI Engineering · MLOps · AI Deployment
Explore Solution: AI Ideas Stuck at the Proof-of-Concept Stage?Rising Cloud & Infrastructure Costs?
Optimize cloud infrastructure, application architecture and resource utilization to improve performance and control technology spending.
Cloud Optimization · Azure · AWS · DevOps
Explore Solution: Rising Cloud & Infrastructure Costs?Software Development Moving Too Slowly?
Accelerate software delivery through modern engineering practices, AI-assisted development and experienced technical teams.
Custom Software Development · AI-Assisted Engineering · DevOps
Explore Solution: Software Development Moving Too Slowly?Losing Sales Opportunities & Customer Leads?
Improve lead qualification, automate follow-ups and streamline sales processes using intelligent CRM integration and AI-powered workflows.
Sales Automation · Predictive AI · CRM Integration
Explore Solution: Losing Sales Opportunities & Customer Leads?Struggling to Find Skilled AI & Software Talent?
Extend your engineering capabilities with dedicated AI, cloud, data and software development professionals aligned with your business needs.
Dedicated Developers · Staff Augmentation · Engineering Teams
Explore Solution: Struggling to Find Skilled AI & Software Talent?
Have a Business Challenge We Haven’t Listed?
Tell us what’s slowing your business down. Our experts can help you explore practical AI, software and cloud solutions.
Industry-Specific AI Solutions
Industries We Empower with AI
We build AI solutions around your industry’s workflows, data and operational challenges.
Healthcare & Life Sciences
Simplify healthcare operations, document workflows and reporting with connected digital tools.
Banking, Finance & Insurance
Connect financial workflows with document intelligence, automation and reporting tools.
Retail & E-commerce
Improve product discovery, customer experiences and demand planning with AI.
Manufacturing & Industry 4.0
Support inspection, maintenance analysis and production reporting with practical AI tools.
Automotive & Mobility
Connect vehicle inspection, dealership services and fleet information with intelligent tools.
Logistics & Supply Chain
Bring shipment, warehouse and planning information together for better operational visibility.
Real Estate & PropTech
Streamline property search, document processing and operational reporting with AI.
Technology & SaaS
Add AI, search, analytics and integrations to your software products.
Your Industry. Your Challenges. Our AI Expertise.
Let's explore how custom AI solutions can address your industry's unique business needs.
The Prominent AI Advantage
Why Businesses Choose Prominent AI
AI, software, data and cloud expertise—guided by experienced technology leadership.
Business Goals Before Technology
We start with your goals, assess feasibility and define success criteria before recommending a solution.
AI, Data & Software Working Together
We combine AI development, data engineering and software integration to build solutions around your existing systems.
Clear Steps from Idea to Production
Our delivery process includes defined activities and outputs across discovery, design, development and launch.
Flexible Teams. Direct Collaboration.
Work with us through a discovery engagement, a defined project or dedicated specialists who collaborate with your team.
Our AI Engineering Process
From AI Idea to Production in 4 Clear Steps
We turn your AI idea into a real, scalable solution — with a clear plan, proven process, and a focus on measurable business results.
Step 01 Discover & Strategize
Understand your business goals, assess data readiness, identify high-value AI opportunities, and define measurable success criteria.
Key activities
- Business goals & AI use cases
- Data and technical feasibility
- Project scope & roadmap
WHAT YOU RECEIVE
AI opportunity assessment and proposed roadmap
Step 02 Design & Prototype
Define the right architecture, evaluate AI models and technologies, and validate critical assumptions through focused prototyping.
Key activities
- Solution architecture & model selection
- Proof of concept where appropriate
- Security, cost & feasibility review
WHAT YOU RECEIVE
Solution blueprint and validated technical approach
Step 03 Build & Integrate
Develop your solution iteratively, evaluate AI quality, and integrate securely with your existing business applications.
Key activities
- Agile engineering & stakeholder demos
- AI evaluation, testing & QA
- API and enterprise integration
WHAT YOU RECEIVE
Tested solution ready for production approval
Step 04 Deploy & Evolve
Deploy with appropriate safeguards, monitor performance, and evolve the solution as business requirements and data change.
Key activities
- Production rollout & knowledge transfer
- Monitoring, reliability & safeguards
- Ongoing optimization and support
WHAT YOU RECEIVE
Production deployment and operational handover
Activities and deliverables vary by project scope and engagement model.
OUR ENGINEERING TOOLKIT
Technologies Powering Our AI, Data & Software Solutions
A focused toolkit for intelligent applications, connected data and practical automation.
AI-Assisted Engineering
Tools that support our engineering workflow.
- Claude Code
- OpenAI Codex
- GitHub Copilot
- Cursor
- Gemini CLI
- Lovable
Machine Learning & MLOps
Build, evaluate and operationalize ML models.
- PyTorch
- TensorFlow
- scikit-learn
- Hugging Face
- MLflow
- XGBoost
AI Agents & Workflow Automation
Connect knowledge, agents and business workflows.
- LangChain
- LangGraph
- LlamaIndex
- n8n
- Azure Logic Apps
- Power Automate
Data Engineering & Analytics
Turn connected data into useful business insights.
- Microsoft Fabric
- Databricks
- Snowflake
- Azure Data Factory
- Power BI
- SQL
Application Development
Build the applications that bring solutions to life.
- C# / ASP.NET Core
- Python
- Node.js
- TypeScript
- React
- Next.js
Cloud & Business Platforms
Connect cloud infrastructure and business applications.
- Microsoft Azure
- AWS
- Power Apps
- Copilot Studio
- Dataverse
- SharePoint
Product names and logos belong to their respective owners. Technology references do not imply partnerships or certifications.
View All TechnologiesFlexible Ways to Work With Us
Flexible Engagement Models
Choose how we work together—from validating an idea to delivering a project or extending your engineering team.
AI Discovery & Proof of Concept
Validate your AI idea, evaluate feasibility, and build a working proof of concept before committing to full-scale development.
- AI readiness & feasibility assessment
- Prototype and POC development
- Technical roadmap & recommendations
Fixed-Scope Project Delivery
Turn defined requirements into production-ready AI/ML and software solutions with clear deliverables, milestones, and accountability.
- Defined scope and deliverables
- Milestone-based development
- Testing, deployment & handover
Dedicated AI/ML Development Teams
Extend your engineering capabilities with dedicated AI/ML specialists and software developers who collaborate with your existing teams.
- Flexible team composition
- Direct collaboration & visibility
- Scalable engineering capacity
AI Integration & Modernization
Enhance existing enterprise applications with generative AI, intelligent agents, and automation without unnecessary system replacement.
- Existing-system assessment
- AI integration & implementation
- Optimization & ongoing support
Insights
Latest Insights
Graph RAG vs Traditional RAG: Knowledge Graphs, Accuracy and Trade-Offs
Compare graph-assisted and passage-centered RAG through architecture flows, entity-linking risks, workload examples and a practical selection matrix.
Read article: Graph RAG vs Traditional RAG: Knowledge Graphs, Accuracy and Trade-Offs
Enterprise RAG Security: Document-Level Permissions and Access-Controlled Retrieval
Design permission-aware RAG with trusted identity, document-level authorization, cache boundaries and revocation tests. Includes a runnable policy example.
Read article: Enterprise RAG Security: Document-Level Permissions and Access-Controlled Retrieval
Azure AI Search vs Pinecone vs Weaviate: Choosing a Vector Database
Compare Azure AI Search, Pinecone and Weaviate for enterprise RAG: hybrid retrieval, permissions, deployment, operating effort and a transparent cost worksheet.
Read article: Azure AI Search vs Pinecone vs Weaviate: Choosing a Vector Database
How to Evaluate RAG Systems: Faithfulness, Retrieval Recall and Answer Quality
Evaluate RAG with recall, precision, faithfulness and answer-quality scorecards. Build gold test cases and run a transparent fixture-based calculation.
Read article: How to Evaluate RAG Systems: Faithfulness, Retrieval Recall and Answer Quality
RAG Chunking Strategies: Fixed Size, Semantic and Document-Aware Splitting
Compare fixed-size, semantic and document-aware RAG chunking with runnable boundary checks and guidance for policies, tables, PDFs and source code.
Read article: RAG Chunking Strategies: Fixed Size, Semantic and Document-Aware Splitting
Hybrid Search vs Vector Search vs Keyword Search for Enterprise RAG
Compare hybrid, vector and keyword retrieval for enterprise RAG with a ranking-fusion example, evaluation queries, precision, recall and operational trade-offs.
Read article: Hybrid Search vs Vector Search vs Keyword Search for Enterprise RAG
LangGraph Persistence and Checkpointing: Building Resumable AI Workflows
Build resumable LangGraph workflows with checkpoints, interrupts, durable storage, thread authorization and safe recovery from replay and uncertain writes.
Read article: LangGraph Persistence and Checkpointing: Building Resumable AI Workflows
Designing Deterministic vs Autonomous AI Workflows: A Decision Framework
Choose deterministic workflows, bounded AI steps or autonomous agents using a decision matrix for repeatability, cost, auditability and business risk.
Read article: Designing Deterministic vs Autonomous AI Workflows: A Decision FrameworkLet’s Build Something Intelligent
Start Your AI Journey
Tell us about your goals, existing systems and priorities. We’ll help you identify a practical next step.