— Data Models and Insights —
Data Engineering & Processing
Whether you need comprehensive support or individual components, we offer both full-service delivery and modular, à la carte solutions that integrate seamlessly into your workflow.​
Clinical Trial Data Pipeline
We support you at any point in the trial lifecycle—from data ingestion and algorithm development to regulatory submission and real-time insight generation.
Clinical Data Sources
Unified ingestion from EDC, CTMS, Lab Imaging, Wearables & more
Secure Data Lake
Centralized GxP data compliant data foundation with real-time processing
Deployment and Services
Flexible hosting, compliance and expert support
Specialized Clinical Outputs
From regulatory ready datasets to advanced insights and dashboards
Your Data Insights Partner
Whether you're building a new data pipeline or optimizing an existing trial, Koneksa helps you get from raw data to scientific insights to support regulatory goals - efficiently and reliably.
Secure Data Lake & Centralized Storage
SCENARIO:
You're collecting diverse data types—structured, unstructured, and multimedia—and need a single, secure system to store and access everything.
Koneksa Delivers:
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Centralized, immutable storage (AWS S3-based data lake)
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Compatible with ambient or wearable sensor data, speech files, cognitive tasks, ePROs and eDiaries
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Support for CSV, JSON, Parquet, AVRO, and audio format
Benefits:
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Establishes a source of truth for your trial data
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Enables cross-team access and long-term reusability
Available as a managed service or licensed platform module
Source-Agnostic Data Processing
Koneksa Delivers:
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Scalable ETL pipelines to ingest and normalize diverse sources
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Vendor-agnostic: Apple Watch, Ametris (formerly ActiGraph), Empatica, Corsano, and more
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Traceability and audit-ready data transformation logs
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High-throughput infrastructure for fast turnaround
SCENARIO:
You're working with data from multiple vendors and devices and need consistent processing pipelines.
Engagement Options:
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Use our infrastructure (fully managed)
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Or license our platform for internal deployment
Algorithm Development & Scalable Hosting
SCENARIOS:
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You want to co-develop a novel digital endpoint
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You already have an algorithm but lack the tools to deploy it at scale
Koneksa Delivers:
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Custom algorithm development with scientific partnership
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Scalable hosting of both proprietary and third-party models
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Example: Joint algorithm deployment using both Koneksa and client models
Flexible Delivery:
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Hosted by Koneksa or deployed in your cloud
Data Curation to Support Regulatory Goals
Koneksa Delivers:
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Automated formatting and export to SDTM
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Schema configuration with no coding required
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Full traceability of included data and processing steps
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Supports custom column inclusion and export filters
Part of our full-study support or available as a standalone data service.
SCENARIO:
You need to prepare your clinical research data for regulatory submission, formatted to SDTM or ADaM-compliant structures.
ML Model Training at Scale
SCENARIO:
You need to train machine learning models on labeled trial data to support endpoint validation or predictive insight.
Koneksa Delivers:
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Compute infrastructure and data handling at scale
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Support for supervised model training and iteration
Combine with our algorithm development team—or bring your own model and data.​
Real-Time Data Visualization & AI-Assisted Exploration
Koneksa Delivers:
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No-code dashboards with customizable views
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Plain-language query interface powered by AI
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Monitor protocol adherence, assessment completion, and engagement
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Shareable with internal and external teams
Offered as:
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A Koneksa-hosted dashboard or a licensed, self-hosted visualization layer.
