AI & Data Services | Cedura Tech

From Strategy to

Production-Ready AI

We turn ambiguous AI ideas into production features your users trust—combining
strategy, design, engineering, and rigorous evaluation.

Services

End-to-End AI Services

We turn ambiguous AI ideas into production features your users trust—combining strategy,
design, engineering, and rigorous evaluation.

AI-Powered Application Development

We build intelligent web and mobile applications enhanced with AI capabilities, including predictive logic, personalization, and automation. Our solutions combine scalable architectures with AI integrations to deliver high-performance digital products.

AI-Driven Data Services

Our data services enable AI-ready data foundations through automated data ingestion, transformation, and analytics. We ensure data quality, governance, and scalability to support machine learning and advanced analytics workloads.

Data Science & AI Model Development

We design, train, and deploy machine learning and AI models that automate decisions, generate insights, and power intelligent systems. Our approach covers the full lifecycle from experimentation to production-grade MLOps.

AI-Enabled Embedded & Intelligent Systems

We build AI-enabled embedded and intelligent systems that operate at the edge, enabling real-time analytics, automation, and decision-making across connected devices and platforms.

Our Support Group

Process

From AI Concept
to Production

Discover & Define

We identify high-impact AI opportunities by aligning business objectives, data availability, and technical constraints. This phase delivers a clearly defined AI use case, success metrics, and an execution roadmap.

01 /03

Design & Prototype

We rapidly prototype AI workflows, models, and user interactions to validate feasibility and performance. This includes technical spikes, data experiments, and early UX validation to de-risk development.

02 /03

We productionize the AI system with robust MLOps, monitoring, and guardrails. Models are validated for accuracy, reliability, and cost before secure deployment and continuous optimization.

1 WEEK

03 /03

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@ceduratech.com

Phone number

+91 7093 600 949

Discover & Define

Design & Prototype

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