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Predict, prevent, personalize

PCQuest

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July 2025

With a homegrown Al stack and 70,000 tests a day, Redcliffe Labs is rewriting the diagnostic playbook. From intelligent test recommendations to predictive analytics and bias-aware models, Al is now your lab partner

- Ashok Pandey

Predict, prevent, personalize

In an exclusive conversation with Aditya Kandoi, Founder & CEO, Redcliffe Labs, breaks down how Al is no longer a back-end buzzword but the driving engine behind real-time, predictive, and personalized diagnostics. From building an in-house tech stack to solving India's fragmented health data problem, the insights reveal a startup that's not just scaling diagnostics but redefining it.

AI in diagnostics: the new normal

Diagnostics isn't just about detecting disease anymore. It’s about reading between the lines, often before symptoms show up. At Redcliffe Labs, this shift is already underway, powered by a robust Al-driven architecture built in-house.

Unlike traditional labs that focus on prescription-led testing, Redcliffe Labs uses Al not just to detect, but to predict and prevent. The journey starts right at test discovery. Faced with a catalog of over 3,000 tests, most users don’t know where to begin. Enter Al-led recommendation tools. By mapping age, location, lifestyle, and chronic illness data, Redcliffe helps users find relevant test packages in seconds.

What your blood says about tomorrow

FLERE HISTORIER FRA PCQuest

PCQuest

PCQuest

AI on the ground Practical use cases of AI in large enterprise operations

AI isn't a side project anymore, it's the quiet operator inside global giants. It reads invoices, senses machine fatigue, tailors every customer moment, flags risk in real time, and feeds leaders sharper instincts. Scale just got smarter

time to read

3 mins

March 2026

PCQuest

PCQuest

From AI experiments in 2025 to enterprise scale in 2026: Why data foundations will decide the winners

Everyone's betting big on Al, but most are burning cash instead of building value. The hidden culprit? Dirty data, clunky processes, and missing context. What if fixing your foundation, not your algorithms, was the real AI game-changer?

time to read

4 mins

March 2026

PCQuest

PCQuest

How automation at the periphery is accelerating digital transformation

Digital transformation is not tearing down the core anymore. It is happening at the edges. With AI and automation layered onto existing systems, companies are cutting costs, boosting productivity by up to 40%, and scaling smarter without risking operational chaos

time to read

2 mins

March 2026

PCQuest

PCQuest

When AI moves from chips to racks

AI performance is no longer just about faster chips. It is about how racks, power, networking, and orchestration work together. As agentic AI grows, infrastructure must become predictable, open, and built for scale from day one

time to read

4 mins

March 2026

PCQuest

PCQuest

Designing enterprise AI systems that stay fair

In 2026, bias is no longer treated as a communications issue or a public relations headache.

time to read

6 mins

March 2026

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PCQuest

HALO smart sensor

What if bathrooms, locker rooms, and isolated spaces could become safer without adding cameras?

time to read

2 mins

March 2026

PCQuest

PCQuest

Building enterprise AI that doesn't discriminate

Bias in enterprise AI is not a side issue. It starts in data pipelines, training systems, product design, and engineering workflows. As AI scales, fairness, transparency, and accessibility are becoming core software requirements

time to read

4 mins

March 2026

PCQuest

PCQuest

Bias travels faster than code

Bias in enterprise AI is not a surface issue. It enters through data, features, model training, APIs, and UI logic, then spreads across the stack. The technical response is shifting from audits to architecture, observability, and deployment controls

time to read

6 mins

March 2026

PCQuest

PCQuest

How hospitals can use AI without risking patient data

With the fast pace of adoption of Artificial Intelligence (AI) and digital health systems in Indian hospitals, issues related to the security of patient data are also increasing at an equal rate.

time to read

2 mins

March 2026

PCQuest

PCQuest

DeFi in 2026: The rise of liquidity, privacy and decentralized exchanges

DeFi's teenage years are over. Liquidity now behaves like infrastructure, privacy is baked in with zero-knowledge math, and DEXS hum like borderless trading engines. What once felt scrappy now resembles parallel financial system-without gatekeepers

time to read

3 mins

March 2026

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