DarkRockMountain

AI (Artificial Intelligence)


Unlock the Power of AI with Expert Consulting

At DarkRockMountain, we develop customized AI systems using advanced technologies like machine learning and natural language processing. Our solutions enhance process management, improve efficiency, and elevate customer experiences. We specialize in chatbots, predictive analytics, and image recognition. Transform your business with our AI development services.

Comprehensive AI Services for Your Business

Leveraging our expertise in machine learning, data science, RPA, and big data, we provide a full range of AI services. Integrate AI into your processes and scale it across your organization for maximum value.

Consulting

  • Use case identification
  • Data mapping and quality assessment
  • Existing solution audit
  • Advisory with initial project setup
  • Development process review
  • ROI analysis
  • Solution architecture design
  • Tech stack selection
  • Project budgeting
  • MVP conceptualization
  • Risk management strategy creation
  • User training and support

Development

  • ETL/ELT pipeline setup
  • Data pre-processing (cleansing, annotation, transformation)
  • AI algorithm selection
  • AI model training
  • Development process review

Innovative AI Solutions Tailored to Your Needs

Discover how our AI solutions can transform your business operations and drive innovation.

AI realizes substantial value by increasing productivity through automation, improving decision-making, and enhancing customer experience. Solutions that DarkRockMountain delivers embrace the latest AI developments to innovate and improve operational workflows, maximize user value, and enable innovative business models:

Advanced Data Analytics

Software designed to handle data aggregation, processing, and analysis tasks, produce accurate forecasts on the required variables, and provide intelligent prescriptions on the optimal decisions.

Business Automation

Software that employs leading machine learning and deep learning techniques to automate even the most complex business operations end to end, from data intake to decisioning and action taking.

Computer Vision

Software that automatically captures and interprets information from image and video data and can enforce user-defined actions when certain visual patterns are detected.

Speech Recognition

Software used to process audio signals and interpret human speech; it can initiate particular actions upon voice commands and support human-like voice communication.

Conversational AI

Software that relies on natural language processing (NLP) and ML to understand and process human language and instantly generate responses that are accurate and relevant to the conversation.

AIoT Applications

Software that combines the capabilities of AI, IoT, and big data to enable the creation of smart machines that can interact with other systems, self-tune, and make decisions with little to no human involvement.

AIOps Solutions

Software that leverages various types of AI technologies to streamline and improve the management of IT operations and DevOps environments.

Generative AI

Solutions that can produce new forms of creative content (text, images, 3D models, audio, video, computer code) based on specified parameters.

Our AI Services Delivery Pipeline

  • 1

    Business Analysis

    After framing your needs and assessing your current tech ecosystem, we help you decide where and if it makes sense to invest in AI instead of conventional development. We also define your future solution’s functional and non-functional requirements.

  • 2

    Initial Data Analysis

    We perform an exploratory analysis to map available data sources and assess their reliability. These can include corporate data assets owned by the customer and public databases.

  • 3

    Solution Design

    Based on our technical and business evaluation, we select a suitable tech stack, design the product’s architecture, and define an implementation plan. We can also provide a PoC to ascertain the feasibility, economic viability, and potential limitations of the solution.

  • 4

    Building the AI Solution

    We carry out data pre-processing, which includes data cleansing, annotation, and transformation. Then, we establish the solution’s evaluation criteria and train an AI model via supervised, unsupervised, and reinforcement approaches. We can build an ensemble of AI and machine learning models to make sure we achieve the desired output.

  • 5

    Model Integration and Deployment

    We integrate the trained model into the software architecture to power any AI-based modules and functionalities with the model’s output. Then, we deploy the AI solution on-premise or in a cloud-based environment.

  • 6

    Support

    We provide ongoing support, maintenance, and regular updates according to DevOps best practices. This includes fine-tuning the accuracy of the AI model output by retraining the solution with new data sets.

  • Targeted Investment

    Identify the most profitable AI use cases and choose the best tech stack for your future solution with our expert guidance.

  • Optimized Project Planning

    Our AI consultants will define an optimal development and adoption roadmap, including timeline, budgeting, team composition, and iterations.

  • Faster Deployment

    Launch your AI project faster and accelerate rollout by leveraging our expertise, reducing the need for extensive in-house training.

  • Risk Mitigation

    Minimize technical and business risks of AI adoption, such as data bias, ML model drift, low accuracy, or non-compliance, with our comprehensive support.

Technologies we use in our AI Services:

We provide end-to-end AI development services, from exploratory data analysis to model deployment and ongoing support.

Programming Languages

  • Java

  • Python

  • Scala

Cloud

  • AWS - Amazon Web Services

    AWS

  • Microsoft Azure

    Azure

  • Google Cloud

    Google Cloud

  • IBM Cloud

    IBM Cloud

Databases

NoSQL Databases

  • Cassandra

  • MongoDB

  • Redis

SQL Databases

  • Microsoft SQL

  • MySQL

  • Oracle

    Oracle

  • PostgreSQL

Data Engineering & Analytics

Big Data

  • Apache Spark

  • Apache Storm

  • Confluent

  • Databricks

  • Apache Flink

    Flink

  • Hadoop

  • Hive

  • Kafka

  • Presto

    Presto

  • Snowflake

DevOps

Configuration Management & Automation

  • Ansible

  • Packer

  • Terraform

CI/CD Tools

  • GitHub

  • GitLab

  • Jenkins

Containerization

  • Docker

  • Kubernetes

Security

  • HashiCorp Vault

  • OWASP

    OWASP ZAP

  • Snyk icon

    Snyk