AI on Edge (Automotive)
Purpose-built AI solutions for embedded systems at the edge. Automotive-grade implementations operating independently of the cloud for safety-critical environments.
AI, IoT, automation, and analytics for automotive, Industry 4.0, and enterprise teams that need speed, reliability, and control.
Credos connects domain knowledge, AI infrastructure, and delivery discipline into systems teams can actually run.
Purpose-built AI on embedded and connected platforms where safety, latency, and reliability matter.

Credos IT Solutions is a specialized technology and analytics firm combining deep automotive domain expertise with cutting-edge data science. We partner with global engineering teams to convert raw operational data into actionable insight.
Deliver data-driven engineering solutions that accelerate product development, improve reliability, and enable intelligent decision-making.
Be the trusted analytics and AI partner for global automotive OEMs and enterprises, bridging the gap between raw data and engineering insight.
The work spans virtual sensors, coolant prediction, adaptive fan controls, vehicle data analysis, and production-ready AI that respects operational constraints.
Every engagement is shaped around real infrastructure, deployment constraints, handoff requirements, and measurable outcomes.
We bridge raw telemetry, embedded logic, and enterprise workflows into a cohesive system teams can operate confidently.
From embedded automotive intelligence to enterprise automation, Credos brings together the core systems required to ship reliable AI-led products.
Purpose-built AI solutions for embedded systems at the edge. Automotive-grade implementations operating independently of the cloud for safety-critical environments.
Connected and adaptive systems that bridge the physical and digital worlds, built for the demands of Industry 4.0 and 5.0.
Autonomous AI agents across DM, web, email, voice, and telephony with clean human handoff.
Automation of repetitive operational workflows combined with live dashboards and reporting to increase visibility and reduce manual effort.
From fine-tuned LLMs to enterprise-grade inference pipelines, Credos architects AI systems your organisation fully owns. Protect proprietary data while deploying state-of-the-art intelligence securely on your infrastructure.
Fine-tune enterprise-ready language models with robust guardrails for security, hallucination protection, and production reliability while maintaining complete data ownership.
Build large-scale, multilingual, source-grounded retrieval and semantic search systems for enterprise knowledge access. Turn unstructured documents into actionable intelligence.
Real-time camera analytics, object detection, and multimodal AI pipelines for production use cases, from manufacturing quality control to autonomous navigation.
Cost- and latency-optimized AI deployment pipelines for enterprise and regulated environments, on-premise, inside a VPC, or fully at the edge.
A selection of AI-accelerated delivery across automotive, Industry 4.0, and applied research innovation.

On-edge virtual sensors for cabin temperature prediction and control optimization.

Meta-models predicting coolant temperature for upcoming terrain to plan fan engagement.

Full automation of E-viscous fan PID controller calibration using advanced AI algorithms.

IoT-based battery charging monitoring systems for domestic and electric vehicles.

Next-generation AI/ML for automated, accurate, and efficient medication handling.

Developed for IISc Bangalore; autonomous drone that identifies fruit, analyzes ripeness, and harvests with precision.

Advanced analytics for automotive thermal management and vehicle performance optimization.

Predictive algorithms and a fully managed fleet delivering hot, healthy meals on autopilot for professionals and students.

Modern, scalable, and self-hostable voice solutions integrated with agentic AI to transform customer interactions.
A real-time framework for digital reconstruction of whiteboard and blackboard content under writer occlusion and dynamic content updates.
Full stack operations, from embedded automotive systems to cloud-hosted AI agents.
Every autonomous system includes robust safeguards and seamless handover protocols.
Secure integrations with existing CRMs, ERPs, and operational workflows with full auditability.
From proof of concept to production deployment, architected to grow with your systems and teams.
Whether you are exploring a single automation or building an intelligent system from the ground up, we can map what is practical, secure, and worth shipping.
NO 29 4TH CROSS BHEEMANNA, LAYOUT K.B SANDRA, P&T Col. Kavalbyrasandra, Bangalore, Bangalore North, Karnataka, India, 560032