AI/ML & Agentic AI Services

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Real-time intelligence built from production-grade AI systems

At Technoforte, we build and deploy AI, machine learning and data-driven systems designed to perform reliably in real-world environments: whether in the cloud, at the edge or on-premises. Our expertise spans computer vision, predictive analytics, large language models and agentic automation solutions that are already powering critical initiatives across industries such as security, manufacturing, public sector, BFSI and automotive.

Our Core AI Capabilities

  • Image Recognition
  • Object Detection & Tracking
  • Image Segmentation
  • Automatic Document Analysis
  • Large Language Models
  • Generative AI
  • Face Detection & Recognition
  • Pose Estimation
  • Computational Photography
  • Augmented Reality
  • 3D Reconstruction
  • Medical Image Processing
  • Synthetic Data Generation
  • Edge & Cloud AI

AI & Data Services

Computer Vision & Video Intelligence

We build computer vision systems that enable large-scale detection, tracking and real-time visual analytics across complex environments.

Capabilities

  • Object detection and tracking
  • Face detection, recognition and liveness checks
  • Image segmentation and visual QA
  • Edge + cloud video pipelines

Custom AI & ML Models

Predictive systems built on enterprise-grade data

We design, train and deploy AI/ML models that operate directly within production environments, providing measurable impact beyond offline experimentation.

Capabilities

  • Time-series forecasting for demand, performance and operational trends
  • Anomaly detection and risk modeling for early intervention
  • Domain-specific ML pipelines personalized to business workflows

Platforms & Tools

TensorFlow, PyTorch, Keras, OpenCV, Python, Spark, Kafka, Snowflake, Databricks

Agentic AI Systems

Autonomous agents for enterprise-grade workflows

We help organizations move beyond AI-driven insights to AI-driven execution through agentic systems that can interact with tools, data sources and business applications, operating within clearly defined policies and controls. Additionally, we have experience offering automation-intensive solutions across enterprise and government environments.

Key Use Cases

  • IT and operations agents for proactive monitoring and incident response
  • Data agents for analysis, validation and automated reporting
  • Process agents that coordinate complex, multi-step enterprise workflows

Built With

  • Tool-integrated AI agents connected to internal systems
  • Policy-based execution and guardrails
  • Human-in-the-loop review checkpoints
  • Full observability, logging and audit-ready trails

AI Product Engineering & MLOps

Operationalizing AI Across Enterprise Systems

Technoforte engineers AI capabilities directly into products and platforms, ensuring continuous monitoring, governance and lifecycle management.

Capabilities

  • End-to-end model deployment pipelines (MLOps)
  • Runtime monitoring, drift detection and performance tracking
  • Deployment across cloud, edge and on-prem environments
  • Secure integration with enterprise applications and data systems

Delivery Environments

AWS, Azure, private cloud, on-prem infrastructure

Digital Twins & Simulation

Operational visibility through virtual system models

We develop digital twins that replicate real-world systems and processes, enabling organizations to simulate operations, test scenarios and optimize performance before changes are deployed in the field. Additionally, we have experience across manufacturing, automotive and large-scale operations programs.

Applications

  • Factory and operations simulation
  • Process optimization
  • Planning using live data feeds

Predictive Analytics & AIOps

From monitoring systems to proactive prevention

We help organizations shift beyond reactive dashboards by building analytics and AIOps solutions that anticipate issues early, uncover system behavior patterns and enable faster, automated response.

Capabilities

  • Predictive alerts for emerging risks and failures
  • System performance and behavior analysis
  • Automated remediation triggers and response signals

Built on BI platforms, streaming data architectures and ML models that are already part of Technoforte’s proven analytics stack.

Data Strategy, Engineering & Governance

Building reliable data foundations for AI

Successful AI initiatives are only as strong as the data behind them. Technoforte helps organizations establish scalable data pipelines, modern architectures and governance controls that ensure AI systems operate with accuracy, security and compliance.

Capabilities

  • Data ingestion, ETL workflows and automated pipelines
  • Data lake and enterprise warehouse design
  • Data quality management, access controls and regulatory compliance

Technologies

MS Fabric, Qlik, Power BI, Kafka, SAP BOBJ, Snowflake, Databricks

Industry Experience

Technoforte’s AI and data expertise is built on hands-on delivery across mission-critical programs in multiple industries. Our solutions have been deployed in complex environments where reliability, scale and measurable outcomes matter.

  • Public Sector: National digital identity platforms (MOSIP) and large-scale citizen service systems
  • Manufacturing & Automotive: Factory monitoring, warranty platforms and operational analytics
  • Security: Video intelligence solutions for surveillance and intrusion detection
  • BFSI: Risk analytics, compliance frameworks and data-driven financial systems
  • Healthcare & Retail: Intelligent applications powered by real-time data and advanced AI analytics

Our Successful Projects

Face Recognition for a Smartphone

Technoforte developed a deep learning–based face recognition system that combined identity verification and liveness detection into a single model. By integrating spoof detection directly into the recognition workflow, the solution improved reliability under real-world lighting and usage conditions. The system achieved 95%+ recognition accuracy while maintaining an extremely low false-positive rate.

Real-Time Video Monitoring for High-Security Environments

We offered a scalable video intelligence platform designed for monitoring sensitive, high-security zones in challenging conditions such as low light and visual noise. The solution used edge-based motion detection paired with GPU-backed human intruder detection on AWS. By filtering non-human activity early, the system significantly reduced false alarms and operator workload. Additionally, the platform supported thousands of live camera feeds, enabling faster and more accurate threat response.

Factory Floor Monitoring & Safety Intelligence

Technoforte built an AI-powered people and vehicle detection system for industrial environments, supporting real-time monitoring of factory corridors and operational zones. Trained on both public and proprietary datasets, the model accurately detected pedestrians and moving factory vehicles such as forklifts and carts. The solution improved safety oversight while enabling smarter automation across manufacturing operations.

Proven Record

Our track record reflects sustained success across AI, data and enterprise technology programs.

  • 600+ projects completed across IT, data and AI initiatives
  • 300+ clients served across enterprise and public-sector programs
  • 25+ years of combined experience across engineering, analytics and AI

Why Technoforte

Technoforte is a proven partner for organizations looking to operationalize AI on a scale.

  • AI solutions have already been deployed and performed in live production settings.
  • Deep expertise across computer vision, predictive analytics, automation and AI platforms.
  • Reliable delivery across cloud, edge and on-prem infrastructure.
  • Trusted by enterprises and government programs for large-scale, mission-critical implementations.

AI Built to Perform at Enterprise Scale

Organizations partner with Technoforte to move AI from experimentation to enterprise-scale execution—across operations, products and public-sector platforms. Whether you’re modernizing operations, building intelligent products or scaling enterprise AI, our teams bring the expertise to take solutions from concept to deployment. Contact Us Today!

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