AI Consulting Company
We enable organizations to identify where AI can create meaningful business value and turn those opportunities into operational realities. Our consultants bring the strategic and technical perspective needed to assess AI readiness, shape viable initiatives, and define a practical path from concept to deployment. Our engagements span AI strategy and opportunity identification, technical and organizational readiness assessment, business process evaluation, technical design, governance, and implementation oversight—drawing on deep expertise across data, technology, compliance, and industry domains.
Trusted By Leading Enterprises
AI Developers
Software Products Delivered
AI Solutions
Total Years of Experience
Our AI Consulting Services
AI Strategy Development
We begin with an initial consultation to thoroughly understand your business needs, challenges, and strategic goals. During this phase, we engage business and functional stakeholders to systematically capture the organization’s business processes, existing data and technology landscape, integration capabilities, and governance requirements to tailor our AI strategy to their unique requirements. Following this, we develop a detailed implementation roadmap that outlines the specific steps, solution architecture, and deployment approach for integrating AI into operational workflows.
Use Case Analysis
We help establish the business, process, data, technology, performance, and governance context required for effective, build-ready technical design. We capture details on current processes, requirements, success measures, systems, data dependencies, ownership, approval needs, and potential gaps, then validate the findings with relevant stakeholders. The resulting structured use-case context reduces repeated discovery, eliminates undocumented assumptions, and ensures development decisions are grounded in the actual operating context of the business.
Domain-specific Model Development
AI Solution Architecture Design
Our consultants leverage information on business processes, systems, data, and governance context to transform validated AI opportunities into implementation-ready technical designs. We thoroughly assess business requirements, operational dependencies, technology constraints, data flows, and user needs before designing the technical architecture, integration approach, security considerations, and governance framework required for successful implementation. This ensures every AI initiative is strategically aligned, technically feasible, and ready for development.
Data Engineering
Our data engineering services help organizations build AI-ready data foundations by sourcing, integrating, cleansing, structuring, annotating, and enriching enterprise data across diverse systems. We source structured and unstructured data from multiple enterprise sources, improve data quality, and establish scalable data pipelines that enable agentic AI solutions to deliver accurate, context-aware, and reliable outcomes. We also apply data governance and quality controls to ensure enterprise data remains consistent, accessible, and fit for AI at scale.
AI Solution Development
We build agentic AI solutions that reason, orchestrate tasks, use enterprise data and tools, and automate complex, multi-step workflows with minimal human intervention. Solutions integrate with existing applications, data sources, and knowledge systems, with defined human approval and oversight where required. Governance, enterprise-grade security, observability, and auditability are built into the solutions, enabling enterprises to move from AI concepts and prototypes to scalable, production-ready enterprise solutions.
Why Partner With LeewayHertz for AI Consulting Services?
Deep Experience and Expertise
With a commitment to excellence, LeewayHertz® is your trusted partner for AI development and consulting. Our extensive expertise and experience set us apart, enabling us to offer a full spectrum of AI development and consulting services that cater to various industries.
Extensive Technical Skills
End-to-end Development
We align AI initiatives with your business goals through a structured approach that spans AI opportunity discovery, solution and technical design, development, deployment, and maintenance—embedding governance, security, and compliance considerations throughout the lifecycle.
Responsible Practices
Our AI Consulting Approach
Use Case Analysis
We analyze your AI use case by capturing and validating business, process, system, data, and governance context to establish a structured foundation for technical design.
Solution Architecture Design
Translate validated business requirements into implementation-ready technical designs that provide a roadmap for solution development, covering architecture, governance, deployment, security, and integration.
Solution Development & Integration
Develop and deploy enterprise-grade AI solutions that integrate seamlessly with your business systems, workflows, and data ecosystem.
Monitoring & Continuous Optimization
Continuously monitor, refine, and optimize AI solutions to maximize performance, governance, and long-term business value.
Big Brands Trust Us
AI Models We Have Expertise In
GPT-5.6
Claude Opus 5
Gemini 3.6
Llama 4
Mistral
Grok
Our AI Consulting Services Cater to Diverse Industries
Banking
We help banks and financial institutions identify high-value AI opportunities and design and develop enterprise AI solutions to strengthen fraud detection, streamline operations, enhance risk management, and improve customer experiences.
Retail
Our AI consulting services help retailers identify and implement AI solutions that improve customer engagement, optimize inventory and supply chain operations, personalize shopping experiences, and support data-driven business decisions.
Healthcare
Hire us to implement AI in healthcare to support clinical and operational workflows, improve patient experiences, automate administrative processes, and generate actionable insights from healthcare data.
Supply Chain and Logistics
We help organizations implement AI across supply chain and logistics operations to improve demand forecasting, optimize inventory and transportation, automate operational workflows, and enhance end-to-end supply chain visibility.
Insurance
We help insurance providers deploy AI solutions that streamline claims processing, enhance underwriting, strengthen fraud detection, improve customer service, and support faster, data-driven decision-making.
Marketing and Sales
Our AI consulting services help organizations leverage AI to optimize marketing strategies, personalize customer engagement, improve lead qualification, forecast business outcomes, and enable more informed sales and marketing decisions.
Hospitality
We help implement AI in travel and hospitality organizations to personalize guest experiences, optimize pricing and operations, improve customer service, and support more efficient business processes.
Real Estate
We help real estate organizations leverage AI to automate document-intensive processes, improve property and market analysis, enhance customer engagement, and support more informed investment and property management decisions.
Manufacturing
Hire us to design, develop and deploy AI in manufacturing to improve production planning, optimize operations, strengthen quality control, predict equipment maintenance needs, and enhance overall operational efficiency.
Automotive
We help automotive organizations apply AI to optimize manufacturing operations, improve predictive maintenance, enhance connected vehicle experiences, and support data-driven operational decision-making.
Private Equity & Principal Investment
We help private equity and principal investment firms leverage AI to streamline deal sourcing and due diligence, analyze investment opportunities, monitor portfolio performance, and support more informed investment decisions.
Information Technology
Hire our AI consultants to implement AI solutions that accelerate software development, automate testing and IT operations, strengthen cybersecurity, and improve decision-making through intelligent data analysis.
Our AI Development Technology Stack
DL Frameworks
Modules/Toolkits
Libraries
Frontend
Backend
Python Frameworks
Cloud providers
Image Classification Models
VGG-16
ResNet50
Inceptionv3
EfficientNet
Embedding Models
OpenAI
bge-large
bge-base
e5-large
textembedding-gecko(Vertex AI)
Algorithms
Supervised/Unsupervised Learning
Clustering
Metric Learning
Fewshot Learning
Neural Networks
CNN
RNN
Representation Learning
Manifold Learning
Variational Autoencoders
Bayesian Network
Autoregressive Networks
Artificial Intelligence Case studies
AI development , GenAI development
LLM App for Wine Recommendation – Achieved a 60% increase in accuracy for personalized wine recommendations
AI development, GenAI development
AI-powered Medical Assistant – 2x faster decision-making
AI development
LLM-powered App for Compliance and Security Access – 60% faster information access
Our Artificial Intelligence Portfolio
LLM-powered Application for Safer Machinery Troubleshooting
LeewayHertz collaborated with a top-tier Fortune 500 manufacturing company to develop an innovative LLM-powered machinery troubleshooting application. This innovative solution streamlines machinery maintenance, elevates safety protocol adherence and mitigates operational risks of the firm. By seamlessly integrating static machinery data and dynamic safety policies, the application provides quick access to relevant information for troubleshooting issues while also enhancing safety with clear and detailed instructions on equipment handling.
Generative AI Application
LLM-powered App for Compliance and Security Access
Data Analysis
Geospatial Data Analysis
Generative AI Solution
GenAI-based Clinical Decision Support System
Computer Vision Solution
Anomaly Detection System
As Mentioned in
Our Engagement Models
Dedicated Development Team
Our developers leverage cutting-edge cognitive technologies to deliver high-quality services and tailored solutions to our clients.
Team Extension
Our team extension model is designed to assist clients seeking to expand their teams with the precise expertise needed for their projects.
Project-based Model
Our project-oriented approach, supported by our team of software development specialists, is dedicated to fostering client collaboration and achieving specific project objectives.
Get Started Today
1. Contact Us
Fill out the contact form protected by NDA, book a calendar and schedule a Zoom Meeting with our experts.
2. Get a Consultation
Get on a call with our team to know the feasibility of your project idea.
3. Get a Cost Estimate
Based on the project requirements, we share a project proposal with budget and timeline estimates.
4. Project Kickoff
Once the project is signed, we bring together a team from a range of disciplines to kick start your project.
Start a conversation by filling the form
Once you let us know your requirement, our technical expert will schedule a call and discuss your idea in detail post sign of an NDA.
All information will be kept confidential.
FAQs
What is AI consulting, and how can it help my business?
AI consulting helps organizations identify where AI can create measurable business value and provides the strategy, technical expertise, and implementation guidance needed to build enterprise-ready AI solutions. An AI consulting company works closely with business and technology teams to assess existing processes, systems, data, and governance requirements; identify high-value AI opportunities; design scalable AI architectures; and oversee implementation. By aligning AI initiatives with business objectives, organizations can improve operational efficiency, accelerate decision-making, automate complex workflows, and create new business value.
What AI consulting services does LeewayHertz provide?
LeewayHertz provides end-to-end AI consulting services that cover every stage of the AI lifecycle. Our services include AI readiness assessment, AI strategy development, AI opportunity mapping, solution architecture and technical design, AI solution development, data engineering, enterprise AI integration, deployment, governance, and continuous optimization. We help organizations transform AI opportunities into scalable, production-ready solutions aligned with business goals.
How do you identify the right AI opportunities for an organization?
We begin by engaging business and technical stakeholders to systematically capture business objectives, operational workflows, enterprise systems, data landscape, performance expectations, ownership, and governance requirements. We then identify information gaps, validate assumptions, and evaluate each AI opportunity based on business value, implementation feasibility, data readiness, integration complexity, governance considerations, and expected ROI. This structured assessment helps organizations prioritize AI initiatives that deliver measurable business outcomes.
How do you approach AI consulting projects?
Our AI consulting approach follows a structured lifecycle that begins with assessing business objectives, workflows, systems, data, and governance requirements. We identify and prioritize AI opportunities, translate validated business requirements and AI opportunities into implementation-ready solutions and technical designs, develop enterprise AI solutions, integrate them with existing enterprise systems, and continuously monitor and optimize performance. Governance, security, and compliance are embedded throughout every stage of the AI lifecycle.
How do you ensure AI solutions align with our business goals?
Every engagement begins with understanding your strategic objectives, business processes, operational challenges, and success metrics. We collaborate closely with business and technical stakeholders to validate requirements before solution design begins, ensuring that every AI initiative is aligned with organizational priorities, operational realities, and measurable business outcomes.
How does LeewayHertz address AI governance, security, and compliance?
Responsible AI is built into every stage of our consulting approach. We help organizations establish governance frameworks that include access controls, approval workflows, human oversight, audit trails, operational guardrails, and monitoring mechanisms. We also incorporate enterprise security best practices and compliance considerations into solution architecture and technical design to help organizations build and deploy AI solutions responsibly and at scale.
Can you integrate AI solutions with our existing enterprise systems?
Yes. We design AI solutions that integrate seamlessly with enterprise applications, business workflows, databases, and existing technology ecosystems. Our consultants define secure integration strategies that enable AI solutions to exchange information across enterprise systems while minimizing operational disruption and supporting long-term scalability.
Why choose LeewayHertz as your AI consulting partner?
LeewayHertz combines deep expertise in generative AI, agentic AI, enterprise AI architecture, data engineering, and AI governance to help organizations successfully adopt AI at scale. Our structured consulting approach spans AI opportunity discovery, solution and technical design, enterprise implementation, integration, governance, and continuous optimization, enabling businesses to transform AI initiatives into secure, scalable, and measurable business outcomes.
Explore Our AI Use Cases
Insights
A comprehensive guide on foundation models
A foundation model is a deep learning algorithm that undergoes pre-training on a massive and diverse dataset, such as images or text.
Knowledge graphs in machine learning: Significance, applications and development
Knowledge graphs in ML enable effective data governance by organizing, connecting data, providing context, and fostering intelligent insights for decision-making.
Generative AI in travel: Navigating the future of tailored tourism
Generative AI allows travel companies to provide real-time updates and personalized recommendations to travelers, guiding them through the complex world of travel information.
