Healthcare Technology Platform

Algorithmic infrastructure for modern healthcare

SwasthyaIQ builds foundational digital systems that bring structure, consistency, and clarity to fragmented healthcare processes — without compromising the human dimension of medicine.

Platform status
Operational
XtractXpert v3.2 · active
Smart Health Report v2.1 · active
Data retention policy
Zero by default
External API dependency
None
Architecture Privacy-first

Where clinical rigour meets digital precision

A healthcare technology organisation designing algorithmic frameworks that bring uniformity and accountability to complex, fragmented healthcare activities.

In markets like India — where healthcare delivery spans an enormous range of providers, capabilities, and infrastructure — consistency is both a clinical and operational imperative.

SwasthyaIQ enables that consistency without compromising privacy, medical context, or the empathy that defines good care. We work at the intersection of structured data, algorithmic logic, and healthcare domain expertise.

Our systems are designed to be auditable, interoperable, and sensitive to the deeply personal nature of health information.

India-first
Built for the complexity of Indian healthcare ecosystems
100%
Privacy-by-design across every product we ship
API
First architecture for seamless system integration
Zero
Unnecessary data exposure in every system we design

From fragmented workflows to deterministic systems

We identify repetitive, error-prone healthcare workflows and transform them into auditable digital systems using structured data and algorithmic modelling.

01
Algorithmic uniformity
Consistent, traceable logic that produces reliable outcomes regardless of who or where care is delivered.
02
Digital structuring
Converting unstructured clinical information into clean, machine-readable formats that integrate with existing systems.
03
Clinical sensitivity
Every algorithm is designed with medical nuance in mind — respecting the complexity of diagnosis, treatment, and patient context.
04
Scalable design
Architectures built to operate across diverse ecosystems — from single-provider clinics to multi-site hospital networks.

Privacy, security & empathy by design

Healthcare data is among the most personal information a person holds. We treat it accordingly — at every layer of every system we build.

Privacy by default
Every system starts from minimum data exposure. Access is scoped, justified, and logged — never assumed.
Security architecture
Authenticated access and encrypted data flows are non-negotiable requirements, not optional add-ons.
Human dignity
We design for patients and clinicians as people, not data points — ensuring technology supports rather than depersonalises care.

Our offerings

Purpose-built tools that address specific inefficiencies in the diagnostic and clinical reporting pipeline.

Diagnostic Reporting

Smart Health Report

A standardised, algorithmic approach to diagnostic reporting that improves clarity, consistency, and trust — for both clinicians interpreting results and patients who need to understand them.

By applying deterministic rules to report generation, we eliminate the ambiguity that leads to misinterpretation, follow-up errors, and downstream delays in care.

API Documentation

Complete technical documentation covering request formats, response schemas, authentication flows, error handling, and integration patterns for the Smart Health Report API.

View API Documentation (PDF)
Parameter Extraction

XtractXpert

Pathology reports are heterogeneous by nature — varying layouts, inconsistent formatting, scanned documents with alignment irregularities, and legacy print artefacts. XtractXpert is a fully proprietary, end-to-end extraction engine that identifies and isolates structured clinical parameters — such as RBC count, platelet levels, liver enzymes, and the full spectrum of haematology and biochemistry markers — regardless of format or scan quality.

Built entirely in-house and independent of any third-party API or external service, XtractXpert is engineered on a continuous improvement model. Accuracy advances iteratively with every release, underpinned by rigorous validation against real-world report variability. Our long-term objective is unambiguous: to be the world's foremost system in pathology parameter extraction.

Fully proprietary — no external dependencies

Developed entirely in-house, XtractXpert operates without reliance on any third-party AI or extraction service, giving us complete control over accuracy, reliability, and confidentiality at every step.

Zero data retention by default
Input documents are deleted promptly after extraction completes. Retention is off by default — integrators who wish to contribute to model improvement may opt in explicitly via an API flag.
Encrypted throughout the pipeline
While in our systems, every document is encrypted with a unique per-file key, itself protected by a master key held in an isolated key-management layer. Encrypted files and their keys are stored separately — neither is useful without the other.
Continuously improving accuracy
Each release incorporates learnings from an expanding corpus of real-world report formats, edge cases, and scanning conditions.
Defense-in-depth security architecture

XtractXpert is engineered with security woven into every layer of the pipeline. Documents are processed on dedicated servers that retain no persistent copy of your data — decrypted content exists only in memory during active processing and is cleared the moment extraction completes. Three independent systems work in concert to safeguard each document: encrypted storage, isolated key management, and ephemeral processing — each one a meaningful barrier in its own right. Every cryptographic operation is recorded with timestamp, identity, and key reference, giving you a complete and auditable record of how your data is handled.

Optional Contribute to accuracy improvement

By default, all input documents are permanently deleted after extraction. Integrators may opt in via an API flag to permit retention of submitted reports solely for model improvement. This is entirely voluntary and never the default behaviour.

Retained documents undergo manual PII masking within our internal software framework before any use in training pipelines.

Access to retained data is governed by strict internal controls, restricted to authorised personnel within the improvement programme.

Opting in directly contributes to higher extraction accuracy in subsequent releases — benefiting the broader integrator ecosystem.

The people behind SwasthyaIQ

Built by practitioners who have worked closely with the realities of Indian healthcare — not around them.

Ravikiran Reddy
Co-Founder

Ravikiran has a natural ability to understand people — what motivates them, what holds them back, and where they fit best within an organisation. With experience across multiple healthcare organisations, he has developed a sharp understanding of the industry's complexities, having directly addressed pain points across the healthcare landscape and negotiated with stakeholders at the highest levels, including C-suite executives at leading global technology companies. He approaches client relationships, pricing, and negotiations with a collaborative mindset, always steering toward outcomes that work for both sides. Grounded in the real dynamics of Indian healthcare rather than textbook approaches, he keeps solutions practical, processes streamlined, and results measurable.

Healthcare Domain Client Relations Party Planning Long Drives
Punnoose A K
Co-Founder

Punnoose is methodical and focused, with a tendency to dig into how things work at a fundamental level. He applies a rigorous approach to problem-solving and is known for the persistence he brings to his work. He also carries a quiet curiosity about larger patterns — in technology, in systems, and in the world broadly.

Algorithms Systems Thinking Solo Rides

Have a comment or question?

Whether you're an integrator, a healthcare provider, or simply curious about our work — we'd love to hear from you.

Drop us a note and we'll get back to you. Whether it's feedback, a partnership inquiry, or a question about our products, your message reaches our team directly.