Ortem Technologies

    Intelligent Automation for the Future

    AI Development CompanyAI Development Company USA

    Transforming Businesses with Artificial Intelligence

    50+ production AI systems deployed — machine learning, generative AI, LLMs, RAG pipelines, and autonomous agents — built to run in your own infrastructure with HIPAA, GDPR, and SOC 2 options.

    Book an AI Consultation
    🏢50+ US Clients
    💼$8M+ in Projects Delivered
    4.9/5.0 Upwork Rating
    🗓️13+ Years Experience

    Quick Answer

    50+ production AI systems deployed — machine learning, generative AI, LLMs, RAG pipelines, and autonomous agents — built to run in your own infrastructure with HIPAA, GDPR, and SOC 2 options.

    Overview

    Artificial Intelligence is no longer a future investment — it is the operational baseline separating high-growth companies from the ones they are outcompeting. Ortem Technologies is a US-based AI development company that has deployed production AI systems for startups, mid-market businesses, and enterprise clients across healthcare, fintech, logistics, retail, and professional services.

    We move beyond the pilot-project trap. Most AI projects fail not because of bad models — they fail because the models are not connected to the systems that make decisions, monitored for drift, or maintained as data distributions shift. Our engagements are engineered for production: we design the model, the infrastructure, the observability layer, and the feedback loop before writing a single line of training code.

    Our expertise spans the full AI spectrum: Machine Learning for predictive analytics and anomaly detection, Deep Learning for computer vision and speech recognition, Generative AI and LLMs for intelligent document processing and conversational interfaces, and autonomous AI agents that execute multi-step workflows without human intervention. We also specialize in LLM integration and RAG pipelines — connecting large language models to your proprietary data so your AI knows your business, not just the public internet.

    What we build: Intelligent document extraction and classification systems. Predictive demand-forecasting models. HIPAA-compliant clinical decision-support tools. Real-time fraud detection pipelines. Customer-lifetime-value prediction models. Multimodal AI systems that combine text, image, and structured data. Every system we deliver runs in your infrastructure — your data does not leave your environment.

    How we work: We start with a 2-week AI scoping engagement. We audit your data quality, identify the highest-ROI AI use case for your specific business, and deliver an architecture proposal with realistic accuracy benchmarks and a build timeline. No feature-factory promises — just engineering decisions grounded in your actual data.

    Our AI team has delivered 50+ production AI deployments for clients in the USA, UK, Australia, and the Middle East. We work under NDAs as standard, and we offer HIPAA, GDPR, and SOC 2-ready deployment options. See our AI case studies →

    Why ORTEM?

    Why Choose Our AI, ML & DL Solutions?

    Data-Driven Decision Making

    Stop guessing. McKinsey found companies that adopt AI-driven analytics are 23× more likely to acquire customers and 6× more likely to retain them. We build ML models that turn your data into competitive advantage.

    End-to-End Automation

    Reduce manual effort at scale. McKinsey Global Institute estimates 45% of work activities can be automated with current technology. We identify and automate your highest-ROI workflows first.

    Deep Insights & Analytics

    Uncover hidden patterns in your data with AI-driven business intelligence tools.

    Scalable & Secure AI

    We build models that scale with your data while robustly protecting sensitive information.

    Ethical & Explainable AI

    We design transparent systems where decisions are explainable and unbiased.

    Our Services

    Our AI & Machine Learning Solutions

    Generative AI & LLM Integration

    Harness the power of Large Language Models (LLMs) securely. We fine-tune models like GPT-4, Llama 2, or Claude on your proprietary data to build enterprise-grade chatbots, automated report generators, and semantic search engines that understand your specific business context without leaking data.

    • Custom RAG (Retrieval-Augmented Generation)
    • Private LLM Hosting
    • Automated Content & Code Generation

    Predictive Analytics & Forecasting

    Stop guessing and start knowing. We build regression and classification models that analyze historical data to predict future trends. From demand forecasting in retail to predicting patient risks in healthcare, our models drive proactive decision-making.

    • Demand & Sales Forecasting
    • Churn Prediction Models
    • Risk Assessment Algorithms

    Computer Vision Systems

    Give your software the ability to "see". We develop custom computer vision solutions for quality control in manufacturing, facial recognition for security, and medical image analysis. Our models process images and video streams in real-time with high accuracy.

    • Object Detection & Tracking
    • Medical Image Analysis
    • Automated Quality Inspection (QC)

    Natural Language Processing (NLP)

    Unlock insights from unstructured text. We build NLP pipelines to analyze customer feedback, automate email routing, and extract key information from contracts and legal documents. We turn millions of documents into structured, searchable data.

    • Sentiment Analysis
    • Named Entity Recognition (NER)
    • Automated Document Processing (IDP)

    MLOps & AI Infrastructure

    A model is only as good as its deployment. We implement MLOps best practices to operationalize your AI. We set up automated training pipelines, model monitoring for drift, and scalable inference endpoints using Kubernetes and cloud GPUs.

    • Automated Model Retraining
    • Model Drift Monitoring
    • Scalable Inference (Kubeflow/SageMaker)

    Transparent Pricing

    AI Development Packages & Pricing

    Fixed-scope packages with clear deliverables. All projects start with a free scoping call.

    Starter

    Starting at $5,000

    Deploy a single AI feature fast — chatbot, recommendation or NLP.

    • 1 AI Feature (Chatbot / Recommendation / NLP)
    • Pre-Trained Model Deployment
    • 1 Platform Integration
    • Basic API Integration
    • Usage Analytics Dashboard
    • Documentation & Handover
    • 7-Day Deployment
    Most Popular

    Standard

    Starting at $10,000

    Multiple AI features with custom fine-tuning & real-time APIs.

    • Up to 3 AI Features
    • Custom Model Fine-Tuning on Your Data
    • Real-Time Inference API
    • Analytics & Monitoring Dashboard
    • Multi-Platform Support
    • Training & Knowledge Transfer
    • 15-Day Delivery

    Advanced

    Starting at $20,000

    End-to-end AI product with MLOps, RAG, vector DB & cloud deployment.

    • Full AI Product Build
    • Custom ML Pipeline & Training
    • RAG / Vector Database Implementation
    • Scalable Cloud Deployment (AWS/GCP/Azure)
    • Model Monitoring & Auto-Retraining
    • 3-Month Post-Launch Support
    • 30-Day Delivery

    Enterprise

    Custom Quote

    Dedicated AI research team, custom foundation models & MLOps infrastructure.

    • Dedicated AI Research Team
    • Custom Foundation Model Training
    • MLOps Infrastructure Setup
    • Proprietary Data Strategy
    • Compliance & AI Governance
    • Enterprise NDA & IP Protection
    • 24/7 Priority AI Support

    Optional Add-Ons

    Add-OnPriceWhat's Included
    Additional AI Feature+$2,000Add another AI capability (vision, forecasting, NLP) to your package.
    Custom Training Data Pipeline+$3,000Automated ingestion, cleaning & labelling pipeline for your dataset.
    Real-Time Monitoring Setup+$1,500Model drift alerts, performance dashboards & automated reporting.
    Quarterly Model Retraining+$2,000/qtrKeep accuracy high as your data evolves over time.
    AI Performance Audit+$2,500Independent review of your existing AI system with actionable improvements.

    All add-ons can be selected during the scoping call. Prices are estimates and may vary by project scope.

    Not sure which package fits? Book a free 30-min scoping call →

    Want to see the work first? Browse client case studies →

    Value Engineering

    Calculate Your ROI

    Step 1

    What do you want to build?

    Step 2

    Tell us about your team

    Count everyone who currently does the manual work this software would replace.
    10 people
    Estimate how many hours each person currently spends on the manual task.
    5 hrs
    Total cost of an employee per hour - salary + benefits + overhead.
    $35/hr

    Step 3

    What's your rough budget?

    Your Results

    Annual Labour Saved

    This is how much you're currently paying your team to do work that the software would handle automatically.

    $104,650

    per year, every year

    Return on Investment

    For every $1 you invest in this software, how many dollars do you get back in the first year?

    +179%

    Every $1 invested returns $2.8 in year one

    Break-Even Point

    This is how many months before the money saved equals what you spent building it.

    4 months

    After this, it's pure profit

    Get a Detailed Assessment

    * Estimates based on industry productivity benchmarks.

    Common Challenges We Solve

    Why Businesses Struggle

    Data Overload

    Drowning in data but starved for insights? We bridge that gap.

    High Operational Costs

    Manual processes are slow and expensive. AI automates them at scale.

    Generic Customer Experiences

    One-size-fits-all fails. AI delivers hyper-personalization.

    Key Benefits

    The Ortem Advantage

    90% Efficiency Gains

    Automate routine tasks to free up human creativity.

    Predictive Power

    know what your customers want before they do.

    Real-Time Intelligence

    Make decisions in milliseconds, not days.

    Competitive Moat

    Proprietary AI models become a unique business asset.

    Proven Results

    Success Stories

    Web & Mobile Ecosystem Enhancement for System Loco
    Transportation & Logistics

    Web & Mobile Ecosystem Enhancement for System Loco

    Read Case Study
    FleetMS — Open-Source Fleet Maintenance & Management Platform
    Transportation & Logistics

    FleetMS — Open-Source Fleet Maintenance & Management Platform

    Read Case Study

    Our Process

    How We Work

    1

    Data Audit & Strategy

    AI requires good data. We start by auditing your data sources, assessing quality, and defining a clear problem statement. We verify feasibility before writing a single line of code.

    2

    Data Engineering & Prep

    We build robust ETL pipelines to clean, normalize, and annotate your data. We ensure your dataset is representative and unbiased, setting the stage for high-performing models.

    3

    Model Development & Training

    Our data scientists experiment with various algorithms to find the best fit. We use techniques like transfer learning to accelerate development and optimize for accuracy and latency.

    4

    Validation & Testing

    We rigorously test the model against unseen data (test sets) to prevent overfitting. We also conduct "Red Teaming" to identify potential ethical or security flaws in Generative AI systems.

    5

    Deployment & MLOps

    We deploy the model to production using Docker/Kubernetes, setting up API endpoints. We configure continuous monitoring to detect "data drift" and trigger retraining when necessary.

    Unlock the Power of AI

    Book an AI Consultation

    About Ortem Technologies

    Ortem Technologies is a premier custom software, mobile app, and AI development company. We serve enterprise and startup clients across the USA, UK, Australia, Canada, and the Middle East. Our cross-industry expertise spans fintech, healthcare, and logistics, enabling us to deliver scalable, secure, and innovative digital solutions worldwide.

    FAQ

    Frequently Asked Questions