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Healthcare & Life Sciences

SI where getting it wrong is not an option.

In healthcare, SI has to be safe and provable before it is clever. We build clinical NLP, document intelligence, and workflow automation with the HIPAA safeguards, BAA-ready agreements, and audit trails your compliance and clinical teams require, reducing administrative load without adding clinical risk.

01 · Use cases

Six ways we deploy SI in healthcare.

From clinical NLP to FHIR-compliant data pipelines, every engagement is designed around the safety, auditability, and compliance requirements of healthcare.

01 · Use case

Clinical Document Intelligence

NLP over clinical notes, discharge summaries, and EHR data. Extract diagnoses, medications, and procedures with high accuracy.

02 · Use case

Medical Coding Automation

SI-assisted ICD-10 and CPT coding from clinical text. Reduce coding backlogs and claim denials with human-in-the-loop review.

03 · Use case

Patient Triage Assistants

Symptom triage chatbots that collect structured intake data and route patients to the right care pathway. Intake, not diagnosis.

04 · Use case

Prior Auth & Appeals

LLM pipelines that draft prior authorisation requests and denial appeals from clinical notes, dramatically reducing admin burden.

05 · Use case

Clinical Trial Matching

RAG over trial eligibility criteria matched against patient profiles. Surface eligible trials your clinical team would otherwise miss.

06 · Use case

Health Data Pipelines

FHIR-compliant data pipelines for analytics, reporting, and SI feature engineering across disparate EHR systems.

02 · What makes healthcare SI hard

Four challenges we solve first.

  1. HIPAA is a hard constraint, not a checkbox

    PHI must be de-identified, access-controlled, and auditable. We design for HIPAA from architecture, not as a retrofit after the product is built.

  2. Clinical SI must explain itself

    Clinicians need to understand and verify SI outputs. Black-box models that can't cite evidence are not deployable in clinical settings.

  3. Heterogeneous data formats

    HL7, FHIR, PDF, free text, DICOM: healthcare data is messy. We build pipelines that normalise across formats without losing clinical meaning.

  4. Human-in-the-loop is non-negotiable

    Clinical SI should augment clinicians, not replace their judgment. Every workflow we design has a clear escalation and override path.

Proof, not promises

Twenty-plus SI systems shipped to production. One playbook, six industries, and a team that stays past launch.

SI systems live in production
20+
Senior engineers & researchers
21+
Upwork rating, 3 verified reviews
5.0
Founded in Lahore
2022
Verified Upwork clientSI product engagement · 5-star review

03 · Common questions

Before you brief us.

How do you ensure HIPAA compliance in SI systems?
We build with HIPAA as a first-class constraint: de-identification pipelines for training data, encrypted-at-rest and in-transit storage, role-based access controls, and audit logs for every inference call. We document the data handling policy your compliance team can review.
Can you work with our EHR system?
We have experience integrating with Epic, Cerner, and custom EHR platforms via FHIR APIs and HL7 feeds. We also work with data warehouse exports where direct EHR integration isn't possible.
What's the typical accuracy for clinical NLP?
For structured extraction tasks (diagnoses, medications, procedures) from clinical notes, modern NLP models achieve 90–95% F1 on well-defined entity types. We establish accuracy benchmarks against your data before committing to deployment thresholds.
Do you build for FDA-regulated SI/ML use cases?
We build SI systems that support clinical workflows, not FDA-regulated medical devices. If your use case requires 510(k) clearance, we work alongside your regulatory counsel to ensure the system architecture supports the submission process.

Available for new engagements

Book a free healthcare SI scoping call.

30 minutes, one of our seniors, no slide deck. By the end of the call you will know whether we are the right team, and if not, who is.

Or call +1 (512) 710-5701

Let's scope it.Instant answers · free project scoping