Custom AI Solutions
Ombrulla builds custom AI, GenAI, LLM apps, computer vision, and predictive analytics, that plug into your stack and deliver measurable ROI.
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.
RAG Search & Secure Prompting
Trustworthy, policy-aware answers from your data.
Model Fine-Tuning & Content Automation
Custom models that scale knowledge work.
Computer Vision
Visual inspection, anomaly detection, OCR, and safety monitoring on the line.
NLP Solutions
Chatbots, sentiment & intent analysis, and deep document understanding.
Predictive Analytics
Forecasting, churn/risk scoring, and predictive maintenance.
AI + IoT at the Edge
On-device inference, telemetry pipelines, and smart assets.
MLOps Platforms
CI/CD for models, continuous monitoring, and governance built in.
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.
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 & Engineering
Reliable batch/stream ingestion, governed warehouses/lakes, and clean schemas so custom AI solutions are trained and served on timely, trusted data.
Vector/Retrieval (RAG) Infrastructure
Embeddings + vector DB (with metadata/ACLs, hybrid BM25+vector) for permission-aware, fresh, and accurate grounding of LLMs.
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.
Evaluation & Testing
Golden datasets, judge/rubric scoring, deterministic unit tests for prompts/tools, and online A/Bs with regression packs.
Application Architecture & Integration
Event-driven/microservices patterns, secure connectors to enterprise systems, and AI-aware UX (citations, reversibility, feedback).
MLOps / LLMOps
Versioning for code/models/prompts, CI/CD with gated rollouts (shadow→canary), serving gateways, caching, and rollback on signals.
Security, Privacy & Compliance
Threat modeling for LLMs, secrets/RBAC, audit trails, data residency/retention, and safety filters (toxicity/PII/jailbreak).
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.
Oil & Gas
Oil & gas operators manage complex, high-risk assets across exploration, drilling, production, and HSE—where small efficiency gains compound into major value. Custom AI solutions and rigorous AI software development help teams predict failures, optimize lift, reduce NPT, and document compliance at scale.
Predictive Equipment Maintenance
- Time-series and vibration models anticipate failures—AI software that cuts unplanned downtime and spares costs.
Drilling Optimization Copilot
- Real-time guidance on WOB, RPM, and mud properties—custom AI development that improves ROP and reduces NPT.
Production Forecasting & Lift Tuning
- Hybrid physics-ML models forecast flow and optimize lift—decision-ready AI solutions for field engineers.
HSE Incident Prevention & Reporting
- CV + NLP spot hazards and accelerate incident documentation—compliance AI that protects people and operations.
Faq
A Custom AI Solution is an artificial intelligence system designed, trained, and deployed specifically to address the unique needs, data, and challenges of a particular business, as opposed to using a generic, off-the-shelf product.
The timeline varies significantly based on complexity and data availability. A proof of concept (PoC) can take 4-8 weeks, while a full-scale production deployment might take 3-6 months or more.
Not necessarily. While more data is generally better, we can often start with smaller datasets using techniques like transfer learning or data augmentation. We can also help you implement data collection strategies.
We adhere to strict security protocols, including data encryption, secure access controls, and compliance with relevant regulations (like GDPR or HIPAA). Your data remains yours, and we ensure it is handled with the utmost care.
Yes, integration is a key part of our service. We build APIs and connectors to ensure our AI solutions work seamlessly with your existing ERP, CRM, or other legacy software.
We provide ongoing support, monitoring, and maintenance. AI models can drift over time, so we continuously monitor performance and retrain the models as needed to ensure they remain accurate and effective.