Functional Intelligence

LLMs, computer vision, time series — deployed where it counts

 


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What We Offer

AI Solutions That Solve Real Problems

We provide end-to-end AI services designed for real-world use, using proven models and best practices to integrate intelligence into your products and workflows.

  • Time Series Analysis & Forecasting

    Make smarter predictions for demand, KPIs, resource planning, and operations using statistical and ML forecasting models.

  • Anomaly Detection / Cybersecurity

    Detect system failures, fraud, or suspicious behavior before it causes damage — in real time.

  • Reinforcement Learning

    Build autonomous systems that learn optimal strategies through interaction, simulations, and feedback loops.

  • NLP & Large Language Models (LLM)

    Automate text classification, search, summarization, and chatbot development using state-of-the-art LLMs and NLP pipelines.

  • Computer Vision

    Enable machines to interpret the visual world: identify objects, track movement, extract text, and automate visual inspection.

  • Speech Recognition & Audio Processing

    Convert voice to text, analyze tone, detect events, and extract audio intelligence across multiple languages and environments.


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How We Work

From Idea to Production, Fast and Focused

  • Discovery & Planning

    We start by understanding your business problem, data landscape, and desired outcomes.

  • Model Selection & Customization

    We fine-tune or integrate pre-trained models (e.g., Whisper, YOLO, BERT, Prophet) that best fit your use case.

  • Proof of Concept

    Build quickly, validate early. We prototype AI solutions in weeks—not months.

  • Integration & Deployment

    We integrate seamlessly into your infrastructure—cloud, on-premise, or edge—and ensure your systems are production-ready.

  • Continuous Support

    From post-deployment tuning to monitoring, we stay involved to ensure long-term success.


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Technologies We Use

Open-Source Power. Enterprise-Ready Stack.

We use a blend of leading open-source frameworks, pre-trained models, and cloud-native tooling to deliver efficient and scalable AI solutions.

  • Frameworks & Libraries

    TensorFlow, PyTorch, scikit-learn, Keras, XGBoost, OpenCV, Dlib

  • Pre-trained Models

    Whisper, YOLOv8, BERT, GPT-4, CLIP, FastText, Prophet, LLaMA, Stable Diffusion

  • Cloud & Infrastructure

    AWS, Azure, GCP, Docker, Kubernetes, Airflow, MLflow

  • MLOps & DevOps Tools

    DVC, Weights & Biases, LangChain, Hugging Face, ONNX, REST/GraphQL APIs


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Integration Capabilities

Flexible, Compatible, and Built for Your Stack

Our AI solutions are designed to plug into your ecosystem with minimal friction.

  • RESTful & GraphQL API Integrations

    We wrap models with APIs that can be consumed by your front-end, mobile apps, or third-party tools.

  • Cloud & On-Prem Deployment

    Choose cloud-native, hybrid, or on-premises installations depending on your infrastructure and data sensitivity.

  • Edge Device Compatibility

    Run models on edge devices for real-time processing in low-latency environments—ideal for IoT and surveillance.

  • CI/CD Ready

    Seamless integration into your CI/CD pipelines with Docker, Kubernetes, and versioned deployments.

  • Data Pipeline Integration

    Connect to your data lake, warehouse, or stream (e.g., Snowflake, Kafka, BigQuery, S3, etc.) for real-time insights.


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Compare AI Services

Not sure where to start? Here’s how each AI service fits your goals:

Service

Best For

Common Outputs

Example Use Cases

Time Series Forecasting

Predicting future values from historical data

Forecasted trends, confidence intervals

Sales forecasting, energy demand, traffic predictions

Anomaly Detection / Cybersecurity

Spotting irregularities or threats in real-time

Alerts, anomaly scores

Fraud detection, intrusion monitoring, quality control

Reinforcement Learning

Training agents to make sequential decisions

Optimized policy, reward maximization

Robotics, dynamic pricing, game AI, simulations

NLP & LLM

Understanding and generating human language

Summaries, answers, classifications

Chatbots, document search, email automation

Computer Vision

Interpreting image and video data

Object labels, bounding boxes, OCR

Surveillance, defect detection, face recognition

Speech Recognition & Audio

Analyzing spoken input or environmental sounds

Transcripts, audio events, speaker tags

Transcription, voice commands, sound classification

Each of our solutions can be adapted or combined to suit your specific goals. Not sure which is the right fit? Let’s talk.


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📂

Projects We’ve Done

Real Impact. Real Results.

We’ve partnered with companies across various industries to bring AI into production with measurable success. Here are a few examples:

📦 Demand Forecasting for E-Commerce

Developed a predictive model for daily sales and inventory planning using Prophet and XGBoost, reducing stockouts by 37%.

🛡️ Real-Time Fraud Detection for FinTech

Deployed an anomaly detection system based on unsupervised learning to flag unusual transactions instantly—cutting fraud-related losses by 45%.

🏗️ Computer Vision for Construction Monitoring

Implemented a YOLOv8-based image detection system to monitor safety compliance and equipment use on construction sites in real time.

🎧 Voice Analysis for Customer Support

Integrated Whisper with real-time voice classification for a call center platform, enabling instant transcription and sentiment analysis.

🤖 Reinforcement Learning for Autonomous Pricing

Built an RL model to optimize pricing strategies in a dynamic marketplace, improving conversion rates by 23%.