Interactive Space

What Interactive Space does

Interactive Space OÜ is an Estonian private limited company headquartered in Tallinn (Tartu mnt 67/1) that operates as a medical data science firm. It develops AI-driven solutions for medical imaging, clinical research, and broader healthcare applications, with a stated customer base of medical device manufacturers, academic hospitals, and contract research organizations (CROs). Business operations are conducted Monday through Friday, 9AM-6PM EET, and the company presents itself as a B2B services and platform vendor rather than a consumer product company.

The product portfolio spans medical imaging analysis claiming sub-millimeter measurement accuracy on CT, MRI, and X-ray modalities; data science services including causal inference, statistical modeling, and multi-omics analytics; medical text and NLP for clinical records with entity recognition; and compliant big-data platforms built on GDPR/HIPAA-compliant medical data lakes. The platform is described as compliance-by-design, incorporating GDPR, HIPAA, MDR, and FDA frameworks into the architecture. In 2025 the company extended beyond its regulated healthcare base with the DB Safe Execution Layer, a SQL safety boundary product for LLM agents and automated database operations, released as open-source software on GitHub with a planned enterprise edition.

The commercial model is custom and quote-based: solutions are scoped per engagement rather than sold as off-the-shelf products, with no published pricing tiers, no named customer logos, no disclosed headcount, and no reported revenue or funding. This positions the company as a boutique vendor whose revenue mechanics depend on a small number of enterprise contracts in regulated markets, supplemented by an unmonetized open-source developer channel.

Name

Interactive Space

Legal name

Interactive Space OÜ

Website

https://interact-space.com

Company type

Private

Operating status

Operating

Headcount range

1–10 employees

Short description

Interactive Space is an Estonian medical data science firm that builds AI-driven imaging analysis, clinical NLP, and compliant big-data platforms for medical device manufacturers, academic hospitals, and CROs, and has extended into LLM-agent database safety tooling via an open-source project.

Ownership category

akta.pro rank

Product category

Medical Data Science / Healthcare AI Software

NAICS

Software Publishers (513210), Custom Computer Programming Services (541511)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)

akta.pro primary industry

eCOA/ePRO/eDiary & Patient-Facing Data Collection (HLACAOAB)

akta.pro secondary industries

Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC), Imaging & Diagnostic Interoperability (DICOM exchange, image sharing, VNA connectivity) (HLACABAM), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• Medical data science
• Medical imaging AI
• Clinical research analytics
• Healthcare compliance consulting
• Regulatory AI solutions

Headquarters

HQ city

Tallinn

HQ country

Estonia

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Professional Services & Consulting: Custom solution development and project consultation for medical data science implementations. The company offers tailored solutions for medical device manufacturers, hospitals, and clinical research organizations requiring specific workflows and research objectives.
2. Medical Data Science Services: Research-grade compliant AI solutions delivered as services including medical imaging analysis, data science & analytics pipelines, and medical text/NLP processing. Services are designed for regulatory submission support and clinical validation.
3. Compliance Consulting: Regulatory compliance consulting services for MDR/FDA readiness and GDPR/HIPAA compliance implementation for healthcare deployment.

Go-to-market motion2 records

Distribution channels3 records

Marketing channels4 records

Core offering

Interactive Space provides research-grade, compliant AI solutions for medical data science, delivering custom-built software and consulting for medical device manufacturers, academic hospitals, and clinical research organizations. The portfolio spans medical imaging AI, predictive analytics, causal inference, multi-omics bioinformatics, medical NLP, and GDPR/HIPAA-compliant big data platforms, alongside a standalone DB Safe Execution Layer for SQL safety in LLM/agent contexts.

Product overview

Interactive Space is a medical data science company offering a portfolio of research-grade, compliant AI solutions. The portfolio includes the DB Safe Execution Layer (a standalone product for SQL safety in AI/automation contexts) and four core medical data science solutions (Medical Imaging Solutions, Data Science & Analytics, Medical Text & NLP, and Big Data Platforms), supported by four technology services (Imaging & Simulation, Time Series & Causal Modeling, Multi-omics & Bioinformatics, Compliance Consulting). The platform combines scientific rigor, compliance by design, and customizable modules to meet clinical and research needs.

Differentiator

Problem solved

Functional benefit

Products and services

• DB Safe Execution Layer Standalone software product providing a deterministic safety boundary for untrusted SQL emitted by LLM agents, IDE tools, and automation workflows. Performs AST-based parsing, dry-run impact estimation (rewriting UPDATE/DELETE into safe COUNT queries), policy gating with risk classification (LOW to CRITICAL), snapshot references, and replayable audit logs. Available via Python API and CLI, works with PostgreSQL and SQLite, and is tool/LLM agnostic.
• Medical Imaging Solutions AI-powered CT, MRI, and X-ray analysis with sub-millimeter accuracy. Includes automated lesion detection, 3D reconstruction, integrated DICOM workflows, segmentation, image data standardization, and research-grade validation for MDR/FDA regulatory-ready reporting. Built for physician training, device testing, and clinical validation.
• Data Science & Analytics End-to-end analysis pipelines for interpretable, compliant results, including data cleaning, statistical modeling, and causal inference for treatment effect evaluation. Validated for grant and regulatory submissions, with patient risk prediction, causal discovery, and confounding factor analysis for clinical research credibility.
• Medical Text & NLP Healthcare-specific natural language processing for clinical record analysis, entity recognition, literature mining for drug discovery and guidelines, and intelligent Q&A for physician decision support. Transforms unstructured medical text into actionable clinical and regulatory insights.
• Big Data Platforms GDPR/HIPAA-compliant, scalable medical data lakes with distributed architecture, real-time processing, secure storage, data visualization, and interactive analysis tools for healthcare organizations.
• Multi-omics & Bioinformatics Biomarker discovery and precision medicine support through multi-omics data cleaning and integration, gene/protein/metabolic pathway analysis, and drug discovery support.
• Compliance Consulting Regulatory compliance consulting services for MDR/FDA readiness and GDPR/HIPAA compliance implementation for healthcare deployment, ensuring smooth regulatory adoption and clinical validation.

Quantifiable outcome

• Sub-millimeter accuracy for medical imaging analysis
• +2 more outcomes

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability8 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core.

• Leading Medical Device ManufacturerscoreStrategic or Co-development PartnerCollaborative partnerships with leading medical device manufacturers to bridge innovation and clinical adoption. The company works with device manufacturers to validate imaging workflows and meet MDR/FDA requirements using research-grade AI solutions. These partnerships are open to co-development arrangements.
• Academic HospitalscoreStrategic or Co-development PartnerPartnerships with academic hospitals for clinical research collaboration. The company provides compliant, research-grade AI solutions that accelerate clinical research and medical innovation, helping hospitals achieve faster device validation and reproducible research outcomes.
• Clinical Research Organizations (CROs)coreStrategic or Co-development PartnerPartnerships with clinical research organizations to ensure advanced algorithms translate into validated, high-impact outcomes. CROs benefit from reproducible, regulator-trusted analytics for treatment effect evaluation and regulatory submission support.

Scale indicators3 records

Recent moves4 records

Expansion highlights4 records

Direct peers

• Protect AI: Protect AI offers AI/LLM security platforms including LLM and database security tooling for enterprise AI deployments — a peer to Interactive Space's DB Safe Execution Layer in the emerging SQL/agent safety category.
• Owkin: Owkin is a medical AI company applying federated learning and causal inference to clinical research and drug development, serving academic hospitals, CROs, and pharma — directly comparable to Interactive Space's medical AI/cancer research stack and customer base.
• Lifebit: Lifebit provides a biomedical informatics platform with federated data access for genomics and clinical research, serving pharma, governments, and research institutions — comparable to Interactive Space's multi-omics/big data platform for healthcare R&D.
• PathAI: PathAI applies AI to pathology and diagnostics with FDA-cleared products and partnerships with pharma/biotech — comparable business model of research-grade AI for clinical validation serving pharma and academic centers.
• DNAnexus: DNAnexus operates a cloud-based genomic and biomedical data analysis platform serving pharma, hospitals, and CROs — directly comparable to Interactive Space's bioinformatics/multi-omics platform for clinical research.
• Aidoc: Aidoc is a medical imaging AI company providing FDA-cleared algorithms for CT/MRI triage and workflow — directly comparable to Interactive Space's medical imaging AI capabilities and DICOM-integrated workflow focus.
• Arterys (Edison Platform): Arterys (now part of Edison/Aidence ecosystem) provides cloud-native medical imaging AI with FDA clearance and clinical validation — a direct peer in research-grade imaging AI for clinical and research use.
• Lakera: Lakera provides AI/LLM safety and security tooling (Gandalf, Lakera Guard) for enterprises deploying LLM agents — a direct competitor to Interactive Space's DB Safe Execution Layer for protecting enterprise databases from untrusted SQL generated by AI agents.

Emerging players

• QMENTA: QMENTA offers an imaging biomarker discovery and clinical trial platform for neurological and other indications — a niche peer to Interactive Space's imaging simulation and medical imaging analytics offerings for device validation and clinical research.

Broad incumbents

• Tempus AI: Tempus AI is a much larger data-and-AI platform for precision medicine spanning multi-omics, imaging, and clinical data, serving oncologists, researchers, and pharma — overlapping with Interactive Space's multi-omics and clinical research focus but at substantially greater scale.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights5 records

Customer concentration

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Interactive Space