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AI and ML Services on Google Cloud

Turn ideas into production ready AI on Google Cloud. From raw data to revenue, D3V architects, builds, and manages every piece of the machine learning lifecycle on Vertex AI and related Google Cloud services

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Our AI & ML Services for Next-Generation Digital Experiences

We help ambitious teams turn raw data and bold ideas into production-grade intelligence on Google Cloud. Whether you need strategic guidance, hands-on model development, or fully managed MLOps, D3V has you covered.

AI Consulting & System Integration

Tap into our Google-certified architects and data scientists to shape an AI roadmap, select the right tools, and weave models into existing products or green-field builds.

Intelligent Automation

We combine machine learning with Cloud Workflows and Anthos to replace repetitive, error-prone tasks.

Generative AI Platform

From fine-tuning Gemini for conversational agents to deploying custom Vision models with Vertex AI, we provide a secure, governed environment for every generative use case.

Predictive Analytics & Forecasting

Our forecasters ingest live sales, inventory, and market signals into BigQuery ML and TensorFlow pipelines, delivering forward-looking insights that cut waste and boost revenue.

AI-Enabled IoT Solutions

We stream sensor data through Pub/Sub and Dataflow, detect anomalies in near real time, and trigger automated responses that protect assets and maximize uptime.

AI/ML Mobile App Development

We craft AI-driven mobile apps that personalize feeds, power e-commerce recommendations, and deliver real-time fitness insights that all built on the latest Google Cloud tech.

Our Domains of AI Excellence

Generative AI

We fine-tune models like Gemini, Imagen, and PaLM on Vertex AI to draft content, answer complex queries, and automate knowledge retrieval boosting creativity and productivity across your org.

Data Science & Advanced Analytics

Massive datasets aren’t a problem—they’re an opportunity. Our scientists use BigQuery ML, Dataflow, and Looker to surface patterns, build predictive models, and turn raw data into revenue-driving insights.

Conversational AI & NLP

From multilingual chatbots to smart document processing, we combine BERT-style language models with Google Cloud’s Natural Language API so systems understand and respond just like your best human agents.

Customer Use Cases

Disaster Prediction

Business Pain Points

Various algorithms for predicting disaster, had to consider various situations and data-points for various disasters.

They wanted to leverage existing knowledge of LLM to determine the probability of the disaster.

Solution

While LLMs might not be a proven solution for this, we suggested building a classification model trained on all their historical data instead.

Document Processing

Business Pain Points

Companies have lots of documents (printed ones, digital ones).

Large number of hand-written documents that are currently processed manually by humans.

– Tax forms
– Tickets

Solution

Document processing, summarization through Document AI.

RealEstate

Business Pain Points

Support for Natural Language Query in Product Search.

Solution

Vertex Search for Retail
(Retail Search)

E-commerce Platform

Business Pain Points

Ability to extract key information from various contracts or legal documents in a faster manner with accuracy.

Solution

Document AI

Medical Science

Business Pain Points

System that can understand medical terminologies to transcribe doctor’s speech or recording notes.

Solution

Speech to Text

B2B SaaS Platform

Business Pain Points

Chatbot solution that can leverage Generative AI technology and data from their database.

Solution

Function Calling

Frequently Asked Questions

Do we need “perfect” data before starting?

No. Early workshops include data profiling and gap analysis. We build ingestion and quality pipelines using Cloud Storage, Dataflow, Dataprep, and BigQuery to clean and version data as part of the engagement

How do you handle security and compliance?

We lock projects behind VPC Service Controls, enforce CMEK for encrypted data, and integrate Cloud DLP for sensitive fields. Our governance checklist aligns to HIPAA, PCI-DSS, SOC 2, and Google’s Responsible AI policy.

Can we start small and scale later?

Absolutely. Google Cloud’s serverless training and on-demand GPUs let us prototype cost-effectively, then scale to full clusters or distributed training when ROI is proven.

What is a typical timeline from idea to production?

A focused proof-of-concept can be live in 4–6 weeks. Full production roll-outs including MLOps automation and monitoring often land inside a 90-day window, depending on data complexity and change-control requirements.

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What our clients think about us.

Constrained with time and budget, we were in search of an experienced technology partner who could navigate through the migration work quickly and effectively. With D3V, we found the right experts who exceeded our expectations and got the job done in no time.

David Brotton

CEO & Founder, Squirrelit

Protecting our customers data & providing seamless service to our customers was our top priority, which came at a cost. We are very satisfied with the cost savings & operational efficiency that D3V has achieved by optimizing our current setup. We’re excited about future opportunities for improvements through deriving insights from our 400 million biomechanics data points.

Dr. A. Ason Okoruwa

President, Bedrock Real Property Services

Working with D3V was hands down one of the best experiences we’ve had with a vendor. After partnering, we realized right away how they differ from other development teams. They are genuinely interested in our business to understand what unique tech needs we have and how they can help us improve.

Jared Forman

CEO & Co-Founder, OSMix Music

Lee ZimbelmanWe had an idea and D3V nailed it. Other vendors that we had worked with did not understand what we were trying to do – which was not the case with D3V. They worked with us through weekly meetings to create what is now the fastest and most accurate steel estimating software in the world. Could not have asked for anything better – what a Team!

Lee Zimbelman

IT Director, BLI Rentals

Our experience with D3V was fantastic. Their team was a pleasure to work with, very knowledgeable, and explained everything to us very clearly and concisely. We are very happy with the outcome of this project!

Ryan Moodie

Founder, DARI Motion

We used D3V to help us launch our app. They built the front end using React and then pushed to native versions of iOS and Android. Our backend was using AWS and Google Firebase for messaging. They were knowledgeable, experienced, and efficient. We will continue to use them in the future and have recommended their services to others looking for outside guidance.

Terry Thornberg

CEO, Fabsystems Inc.

We hesitated to migrate our virtual machines and database services to Google Cloud as it was complicated. D3V Tech came in and provided the service to help us smoothly transition the migration. It's almost zero downtime for the service and users have no impact during the migration process. Besides that, D3V Tech provides many insightful cloud maintenance tips and guides beyond migration, and we can learn many great services Google Cloud provides, like DDoS attack defending, Al model and API capabilities, etc. It's a very positive experience with Google Cloud and D3V Tech partnerships! We highly recommend their services.

Anonymous

Founder of Telecommunications Company

Clients who trust us

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