Data & Artificial intelligence

Our Services

We create web, mobile, and SaaS applications that help businesses scale with confidence. Our team blends innovation with precision to modernize legacy systems and build future-ready digital products that drive impact.

Conversational AI

Omnichannel Interfaces:Build chatbots, voice assistants, and speech interfaces using AI-powered pipeline

Dialog Flow Design: Implement multi-turn conversation logic with memory and context tracking

Enterprise Integration: Connect seamlessly with internal systems and third-party messaging platform

Speech Technologies: Leverage ASR and TTS models for natural spoken interactions

Global Readiness: Support multilingual use cases with intent recognition and fallback handling

Human Oversight: Enable human-in-the-loop validation for continuous learning and accuracy

Natural Language Processing

Data Preparation: Clean, tokenize, and normalize large volumes of text data for downstream analysis

Information Extraction: Use OCR and NER models to extract structured insights from unstructured documents

Model Development: Build and fine-tune NLP models using libraries such as spaCy, BERT, and Spark NLP

Evaluation Metrics: Measure model performance using precision, recall, and F1-score

Deployment Readiness: Package and integrate NLP models into production pipelines for real-world use

Computer Vision

Visual Data Processing: Implement end-to-end pipelines for analyzing images and video streams

Object Intelligence: Detect, classify, and track people, objects, and scenes using pre-trained or custom models

Hardware Integration: Connect seamlessly with edge devices, cameras, and sensors for data capture

Flexible Deployment: Run inference in cloud, edge, or hybrid environments for performance optimization

Accuracy Validation: Continuously monitor and evaluate model accuracy under real-world conditions

Generative AI

Prompt Engineering: Design and fine-tune workflows to generate relevant, high-quality outputs.

Model Integration: Leverage APIs from OpenAI, Stability AI, or proprietary models for content generation

Output Validation: Implement safety filters and relevance checks to ensure quality

User Feedback Loop: Monitor user interactions to continuously refine prompts and outputs

Predictive & Prescriptive Analytics

Data Preparation: Identify key metrics, cleanse historical data, and structure inputs for forecasting

Model Selection: Choose suitable algorithms based on business needs and data behavior

Time Series Forecasting: Capture patterns and seasonality to predict future outcomes with confidence intervals

Anomaly Detection: Detect irregularities in real-time or batch data using rule-based or ML-driven approaches

Operational Integration: Embed predictions into business dashboards, alerts, and decision workflows

Agentic AI & Intelligent ProcessAutomation

Process Orchestration: Automate end-to-end workflows with minimal human intervention

System Integration: Seamlessly link agents with internal tools and APIs

Adaptive Execution: Enable rules-based and dynamic process execution

Context-Aware Tasks: Use AI to make real-time decisions based on data inputs

Operational Efficiency: Reduce manual effort and focus teams on strategic initiatives

Every Challenge Has a Story. Every Story Has a Solution.

From bold ideas to breakthrough execution — our case studies showcase how we transform business challenges into innovation-led success stories.

Maayu

Developed a personalized AI job search assistant that automates repetitive application tasks through an interactive avatar, reducing effort and improving engagement for job seekers.

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Sports Analytics

Built an AI-driven sports analytics platform that detects players, tracks movements, recognizes jersey numbers, and classifies sports types from video footage.

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Smart Assessment Engine

Developed an AI-powered video interview assessment engine that evaluates candidate communication skills objectively across multiple parameters, reducing bias and accelerating the hiring process.

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Healthcare AI

Developed a Healthcare AI platform that digitizes paper-based patient records using OCR and integrates with hospital systems and national health platforms, improving accuracy, efficiency, and data accessibility.

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Praison AI

Upgraded the PraisonAI agentic framework with optimized workflows, new multi-LLM agents, and scalable low-code architecture for improved reasoning and stability.

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TalAIro

Built an AI-powered recruitment platform that automates resume parsing, candidate-job matching, and chatbot insights to speed up hiring and improve accuracy.

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Chatbot

Developed an LLM-powered conversational data platform that enables business users to instantly query structured and unstructured data in natural language, reducing dependency on technical teams and accelerating decision-making.

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Office Locations

Development Centre

Chennai

NO. 07, Kumaran Nagar, 200 Feet Radial Road,
Zamin Pallavaram, Chennai,
Tamil Nadu - 600117

Data &amp; Artificial intelligence - Icanio Technology