— 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.
