AI & ML Development Services
Certified Databricks Partner · Delivering AI and Data Solutions at Scale
Lucent Innovation is a Databricks certified AI and ML development company that builds governed, production-ready AI solutions for enterprises. Our AI and ML services include readiness assessments, proofs of concept, AI agents, predictive systems, automation and MLOps built on scalable Databricks data foundations.
- Certified Databricks Partner
- 13+ Years of Enterprise Expertise
- 4.8 on Clutch Reviews
One Team from AI Strategy to Production
Start with an AI readiness assessment, an AI proof of concept, or a defined development project based on your current goals and level of data maturity. Our team brings AI strategy consulting, custom AI software development, data engineering, system integration, deployment and MLOps together under one delivery model.
Whether you are exploring AI for the first time or moving an existing solution into production, we help you choose the right path, reduce implementation risk and define clear next steps.
Explore the capabilities below to find the best starting point for your business.
Our AI and ML Services
Choose the service that matches your current stage, from AI planning and validation to development, automation, deployment and ongoing model operations.
Strategy and Readiness
Validate goals, data readiness, risks and roadmap.
Build and Integrate
Build AI software for your data, systems and workflows.
Agentic AI and Automation
Build AI agents for secure, multi-step automation.
Databricks-Native AI
Build and monitor governed AI on Databricks Lakehouse.
Agentic AI and AI Agent Development
Agentic AI is software that can plan steps, use approved tools, and complete tasks across connected systems. We build AI agents with trusted data, clear permissions, human approval, and performance monitoring.
Customer and Internal Operations Agents
Answer support questions, update records, route requests and complete routine workflows across customer service and internal teams.
Shopping and Commerce Agents
Help shoppers find and compare products, receive relevant recommendations, and complete approved commerce actions using Lucent’s Shopify experience.
RAG and Retrieval Agents
Use approved company data, documents, and knowledge sources to answer questions and show the information behind each response.
AI Platforms and Commerce Expertise
AI and ML with Databricks
Build governed AI and ML solutions using Mosaic AI, MLflow and Unity Catalog for development, deployment and monitoring.
AI and ML with Shopify
Combine AI and Shopify expertise to improve product discovery, personalization, customer support and commerce workflows.
How we deliver AI and ML projects
Confirm the business case, data readiness, risks, and success measures.
Plan the data, model, security and integration design.
Develop and test the models, agents, workflows and integrations.
Launch with access controls, monitoring and rollback plans.
Track accuracy, cost, latency and model drift through MLOps.
Plan the data, model, security and integration design.
Launch with access controls, monitoring and rollback plans.
Confirm the business case, data readiness, risks, and success measures.
Develop and test the models, agents, workflows and integrations.
Track accuracy, cost, latency and model drift through MLOps.
Proven Results
USASnowflake to Databricks Migration for a Retail Subscription Platform
Challenge Faced:
A fast-growing meal-kit and grocery subscription company faced rising Snowflake costs, slow batch-based personalization, fragmented machine learning workflows, and limited visibility across its data systems.
Solution:
Our team migrated the company to a Databricks Lakehouse using a phased approach. We unified batch and streaming data, moved machine learning workflows to MLflow, and introduced Unity Catalog for centralized governance without disrupting analytics operations.
Core Technologies Used
Outcomes Achieved
Flexible Ways to Start Your AI Project
AI Readiness Assessment
Start with a fixed-scope engagement to identify valuable AI use cases, assess data readiness and define a practical implementation roadmap before development begins.
Project-Based AI Development
Choose a defined scope, timeline, and set of deliverables when you already know which AI solution, model, agent, or automation workflow you need to build.
Dedicated AI/ML Team
Hire dedicated AI and ML developers who work as an extension of your team, providing ongoing development, integration, and MLOps support.
AI and ML pricing depends on project scope, data readiness, integrations, security requirements, and delivery model. Lucent Innovation’s verified Clutch profile lists general agency rates of $25–$49 per hour, while enterprise AI projects are scoped around the required architecture, governance and implementation complexity. For ongoing support, you can also hire dedicated AI/ML developers to work as an extension of your team.
Practical AI and ML Guides from Our Team
Not Sure Which AI Capability You Need?
Our AI readiness assessment process reviews your business goals, data, systems and risks. Based on the findings, we recommend the next step, such as AI strategy consulting, an AI proof of concept, custom AI development, or an AI agent pilot.
Book Your Free AI Readiness AssessmentExpand Your Capabilities With These Services
Take your project further by combining this service with our other high-impact solutions.
What Our Clients Say
A glimpse into what our clients think of the work we've done together.
“No task was impossible, and they delivered. It was so cool to dream big and have the results become a reality, thanks to their dedication, technical expertise, and seamless execution.”
Treva Stone
Moonglow
“Good developers with experienced knowledge and who are always willing to suggest ways to improve your workflow. Their support and expertise have been invaluable in enhancing our project’s efficiency and overall success.”
Gibson Tang
Mighty Jaxx
“We were impressed with their timelines, accuracy, and understanding of business and technical requirements. Their proactive approach and seamless execution made the entire process smooth and efficient.”
Ujjawal Kothari
Iconic
“I am impressed with their ability to get things done quickly while maintaining high quality. They were responsive, easy to work with, and ensured everything was delivered as promised.”
James Owen
Raintree Nursery
“The team truly goes above and beyond to ensure everything looks and functions exactly how we envisioned. And we’re genuinely happy with the results.”
Jack Bensason
Trestique Beauty
“Lucent Innovation dramatically improved our website speed—the integration of crucial features enhanced user engagement and our e-commerce capabilities.”
Akshay Khatri
Go Noise
“After working with multiple vendors, Lucent was the only team that truly understood and transformed our vision into a world-class product. From confusion to clarity they guided, built, and delivered beyond expectations.”
Glenn Freezman
Digital Speaker Agent
“Nicobar's smooth migration was achieved through Lucent Innovation's structured planning and patient approach. They demonstrated their reliable expertise and minimized potential disruptions.”
Anoop Roy Kundal
Nicobar
Frequently Asked Questions
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