AI Case Studies & Projects

Explore Our Finest

AI Work

Where innovation meets intelligence. Discover data-driven solutions, smart automation, and
transformative projects shaping the future of businesses worldwide.

Node-based data automation, no code required

Calsium is a visual, node-based editor for working with data. Streamline processes, transform data and integrate sources without writing a single line of code.

Core offering

Node-Based Automation
Data Transformation
API Integration
Visual Reporting

CEDTRACK - Collaboration & Tracking Platform

Collaboration and tracking for every team

CEDTRACK is a lightweight yet powerful platform for sharing, tracking and managing data — on-premises and on the move — with real-time updates, customizable views and centralized access control.

Core offering

Real-time Tracking
Team Collaboration
Data Analytics
Access Control

Why Delay Hurts

The longer you wait, the harder
it is to catch up.

Manual Operations Slow Progress

/ 01

80%

/Workload

Competitors Outpace Innovation

/ 02

65%

/Growth

Automation Potential Remains Untapped

/ 03

70%

/Opportunities

Repetition Replaces Creativity

/ 04

49%

/Draining Time

FAQs

Frequently Asked
Questions

What’s the typical timeline from idea to v1?

Most teams reach a production-ready v1 in 4–8 weeks, covering discovery, prototyping, model development, and deployment with monitoring and guardrails.

What do we need to get started?

A clear business problem, success metrics, access to representative data, and a stakeholder empowered to make decisions. We handle the rest.

Which models and tech stack do you use?

We are model- and cloud-agnostic, working with leading LLMs, open-source models, and custom ML pipelines integrated into your existing stack.

Are model and API costs included in pricing?

Usage-based costs such as model APIs and cloud services are billed separately. We design systems to optimize and control ongoing costs.

Do you fine-tune or train custom models?

Yes. We fine-tune models and build custom ML solutions when required, balancing performance gains against cost, latency, and maintainability.

How do you ensure AI reliability and safety?

We use eval-first development, guardrails, monitoring, human-in-the-loop workflows, and continuous testing to ensure safe and reliable behavior.

Can this integrate with our existing systems?

Absolutely. We integrate with CRMs, ERPs, data warehouses, internal APIs, and workflows to embed AI directly into your operations.

What happens after launch?

We support monitoring, optimization, cost tuning, and iteration—ensuring your AI systems improve continuously as usage and data evolve.

Contact

Let’s Build
Intelligent Things

E-mail address

hello@cedura.ai

Phone number

+91 7093 600 949