Custom AI Solutions Tailored to Your Business

Ombrulla’s Custom AI Solutions® combine deep industry expertise with advanced AI, machine learning, and computer vision technologies. We enable organizations to unlock efficiency, accuracy, and measurable ROI by building AI solutions tailored to their unique business challenges.

Working hand-in-hand with our clients, we design, develop, and deploy bespoke AI applications that integrate seamlessly into enterprise workflows, automate critical processes, and deliver sustainable business value.

What We build

As a leading AI company, Ombrulla partners with enterprises to deliver custom AI solutions that align directly with business strategy and operational goals. Instead of one-size-fits-all products, we design AI that creates measurable results, sustainable value, and long-term competitive advantage.

Generative AI & LLM Apps

Production-grade solutions tailored to your workflows.

Generative AI and LLM solutions designed for enterprise workflows and real-world production use.

RAG Search & Secure Prompting

Trustworthy, policy-aware answers from your data.

RAG-based AI search and secure prompting system delivering trustworthy, policy-aware answers from enterprise data.

Model Fine-Tuning & Content Automation

Custom models that scale knowledge work.

AI models fine-tuning and content automation solutions that scale and enhance knowledge work.

Computer Vision

Visual inspection, anomaly detection, OCR, and safety monitoring on the line.

Computer vision solutions for visual inspection, anomaly detection, OCR, and safety monitoring in industrial environments.

NLP Solutions

Chatbots, sentiment & intent analysis, and deep document understanding.

NLP solutions for chatbots, sentiment analysis, intent recognition, and document understanding.

Predictive Analytics

Forecasting, churn/risk scoring, and predictive maintenance.

Predictive analytics solutions for forecasting, churn scoring, risk assessment, and predictive maintenance.

AI + IoT at the Edge

On-device inference, telemetry pipelines, and smart assets.

AI and IoT edge solutions enabling on-device inference, telemetry pipelines, and intelligent asset management.

MLOps Platforms

CI/CD for models, continuous monitoring, and governance built in.

MLOps platforms with CI/CD for machine learning models, continuous monitoring, and built-in governance.

Custom AI Solutions That Deliver Measurable Business Impact

Ombrulla designs AI solutions aligned with your strategic priorities—whether it’s automating operations, improving customer experiences, or unlocking insights from data. Built for scale and ROI, our AI empowers leaders to reduce costs, accelerate growth, and gain a competitive edge.

AI-Powered Predictive Maintenance for CNC Machines

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AI-Powered Predictive Maintenance for CNC Machines

Eliminate unexpected downtime and extend equipment life with AI-driven predictive maintenance. Monitor spindle and bearing health in real time, detect early signs of failure, and schedule maintenance at the optimal moment to boost productivity and reduce repair costs.

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AI-Powered Predictive Maintenance for Transformers

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AI-Powered Predictive Maintenance for Transformers

Ensure uninterrupted power and reduce costly outages by using AI to monitor transformer health. Predict failures before they occur with real-time analytics, extend equipment lifespan, and enhance grid reliability through smarter, condition-based maintenance strategies.

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Employee Performance Prediction Using Skill Matrices

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Employee Performance Prediction Using Skill Matrices

Empower smarter talent decisions with AI-based performance prediction. Analyze skill gaps, match the right people to the right roles, and identify high-potential employees using intelligent skill matrices. Improve workforce productivity and reduce turnover with data-driven insights.

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AI Predictive Maintenance for Compressors and Generators

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AI Predictive Maintenance for Compressors and Generators

Maximize uptime and reduce operational risk with AI-powered monitoring of compressors and generators. Identify anomalies early, prevent breakdowns, and optimize maintenance schedules to minimize disruptions and improve energy efficiency.

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AI Predictive Maintenance for Pumps and Compressors

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AI Predictive Maintenance for Pumps and Compressors

Boost efficiency and reduce maintenance costs with AI-driven monitoring of pumps and compressors. Detect early signs of wear, optimize maintenance schedules, and ensure reliable performance in critical operations.

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Why Top Enterprises Trust Ombrulla for Custom AI Solution

As a leading AI company, Ombrulla partners with enterprises to deliver custom AI solutions that align directly with business strategy and operational goals. Instead of one-size-fits-all products, we design AI that creates measurable results, sustainable value, and long-term competitive advantage.

Data platform and engineering for reliable ingestion, governed lakes, and clean schemas for trusted AI.

Data Platform & Engineering

Reliable batch/stream ingestion, governed warehouses/lakes, and clean schemas so custom AI solutions are trained and served on timely, trusted data.

Vector and RAG infrastructure with embeddings, metadata, and hybrid search for secure, accurate grounding of large language models.

Vector/Retrieval (RAG) Infrastructure

Embeddings + vector DB (with metadata/ACLs, hybrid BM25+vector) for permission-aware, fresh, and accurate grounding of LLMs.

LLM and model engineering with prompting, agents, and fine-tuning for efficient AI development.

LLM & Model Engineering

Prompting, tool/function calling, agents, and classical ML—plus selective fine-tuning/LoRA when ROI is clear—core to modern AI software development.

AI model evaluation and testing with golden datasets, rubric scoring, unit tests for prompts and tools, and online A/B experiments.

Evaluation & Testing

Golden datasets, judge/rubric scoring, deterministic unit tests for prompts/tools, and online A/Bs with regression packs.

Application architecture and integration with event-driven microservices, secure enterprise connectors, and AI-aware user experiences.

Application Architecture & Integration

Event-driven/microservices patterns, secure connectors to enterprise systems, and AI-aware UX (citations, reversibility, feedback).

MLOps and LLMOps solutions with versioning, CI/CD pipelines, gated rollouts, serving gateways, caching, and automated rollback mechanisms.

MLOps / LLMOps

Versioning for code/models/prompts, CI/CD with gated rollouts (shadow→canary), serving gateways, caching, and rollback on signals.

AI security, privacy, and compliance solutions with threat modeling, RBAC, audit trails, data residency controls, and safety filters.

Security, Privacy & Compliance

Threat modeling for LLMs, secrets/RBAC, audit trails, data residency/retention, and safety filters (toxicity/PII/jailbreak).

AI observability and performance management with end-to-end tracing, cost dashboards, drift monitoring, and adaptive routing for optimal ROI.

Observability, Performance & Cost Governance

End-to-end traces, quality/latency/cost dashboards, drift monitors, token budgets, and adaptive routing to keep SLAs and ROI on target.

Capabilities That Power Your Custom AI Transformation

Tailored AI, built for security, scale, and enterprise-grade results.

Modular, Microservices Architecture

Scalable, resilient, and flexible—our architecture grows with your business and supports rapid innovation.

Advanced Computer Vision

Real-time defect detection and image intelligence for critical operations across industries.

AI + IoT Convergence

Real-time defect detection and image intelligence for critical operations across industries.

Cloud & Hybrid Deployment

Deliver predictive insights and autonomous decision-making with balanced agility, control, and performance.

ML Ops & Continuous Improvement

Ensure production-grade reliability and continuous accuracy gains.

Seamless Enterprise Integration

Connect with your ERP, MES, CRM, or EAM systems via secure, API-first workflows.

Built-in Security & Compliance

Robust security & compliance, and regulatory alignment—including GDPR and explainable AI standards.

Predictive Intelligence & Insights

Deep analytics surface trends and opportunities, improving maintenance, operations, and ROI.

Custom AI in Action: Real-World Use Cases

Ombrulla’s custom AI delivers measurable ROI, operational resilience, enterprise-grade governance, and a scalable architecture that integrates seamlessly across your stack.

Faq

Custom AI development involves designing and building AI applications tailored to your specific business needs. Unlike generic AI tools, custom AI solutions focus on your workflows, data, and industry requirements to deliver accurate, scalable results.

Investing in custom AI solutions helps automate repetitive tasks, enhance decision-making, reduce operational costs, and improve customer experiences, giving your business a competitive advantage.

Industries like healthcare, manufacturing, retail, logistics, finance, and energy can leverage AI software development to automate processes, detect anomalies, predict trends, and enhance operational efficiency.

An AI consultant assesses your business goals, identifies opportunities for AI integration, and guides the AI app development process to ensure your solution aligns with your objectives while being scalable and effective.

Businesses can develop AI applications for predictive analytics, natural language processing (NLP), computer vision, chatbots, recommendation systems, fraud detection, and process automation.

The AI software development process typically includes problem identification, data collection and preparation, model development and training, testing and validation, deployment, and continuous monitoring for improvements.

Depending on complexity, data availability, and the type of AI application, custom AI development can take anywhere from 3 to 12 months, including testing and deployment phases.

Costs vary based on the solution’s complexity, data volume, required integrations, and project scope. It is advisable to consult with an AI consultant to receive an accurate estimate for your AI software development project.

Yes, custom AI applications can be designed to seamlessly integrate with your current ERP, CRM, or IoT platforms, ensuring you get the most out of your existing infrastructure.

Relevant, clean, and labeled historical data is essential for AI app development. The type of data depends on your business case, such as images for visual inspection or transactional data for predictive analytics.

AI applications like chatbots, recommendation engines, and predictive support tools can enhance customer experiences by providing quick, accurate, and personalized services around the clock.

Custom AI solutions are designed specifically for your business processes, ensuring higher accuracy, better integration with existing systems, and flexibility to scale and adapt as your business grows.

Yes, SMBs can greatly benefit from AI software development by automating processes, reducing operational costs, and gaining insights to make data-driven decisions without needing large teams.

Custom AI development follows strict data privacy policies, including anonymization, secure data storage, and compliance with regulations like GDPR, ensuring your data remains protected.

Yes, AI applications can analyze equipment data to predict potential failures, enabling timely maintenance, reducing downtime, and extending asset life.

Choose an AI consultant with proven experience in AI software development, domain knowledge in your industry, and a clear roadmap for delivering and maintaining your custom AI solution.

Machine learning enables AI applications to learn from data, identify patterns, and improve over time, making your custom AI solution smarter and more efficient.

Yes, AI applications can automate tasks such as document processing, quality inspections, customer support, and inventory management, reducing manual work and human errors.

No, partnering with an AI consultant and AI software development team ensures you can implement AI solutions effectively without requiring deep technical expertise on your end.

You can start by consulting with an experienced AI consultant who will analyze your business challenges, identify AI opportunities, and develop a roadmap for building and deploying your custom AI applications.