Synod

What Synod does

Synod IntelliCare is a Toronto-based healthcare technology company building the HAIQ (Healthcare AI Intelligence & Quality Assurance) Platform, a purpose-built solution for detecting and mitigating algorithmic bias in clinical AI systems at the point of care. The core product, DDFA (Data Diversity Fairness Auditor), integrates natively with Epic, Cerner, and MEDITECH via HL7 FHIR R4 and delivers real-time, sub-200ms fairness alerts to clinicians by analyzing AI-driven clinical decisions against demographic fairness benchmarks across six metric families, including demographic parity, equalized odds, calibration by subgroup, and false-negative disparity ratios. The platform is complemented by six modules: ATET (algorithmic transparency and explainability via SHAP and LIME), DIS (decision impact simulation), SEDLP (stakeholder engagement and compliance dashboards), DDPA (data dependency and provenance), the Clinical Relevance Dashboard, and free self-service assessment tools (Ethical AI Maturity Assessment and HARMQA Readiness Assessment).

The company sells primarily through a Design Partner Program targeting mid-to-large hospitals and health systems with 200+ beds in North America, with annual subscription pricing between $50,000 and $100,000 per facility and an 18-month projected payback supported by $2.4M in estimated three-year cost avoidance per 400-bed facility. The platform is explicitly designed to address three active regulatory frameworks — ACA Section 1557, the Colorado AI Act (enforcement June 30, 2026), and the EU AI Act high-risk classification — alongside Canadian frameworks including AIDA, Bill C-27, Health Canada's Good Machine Learning Practice, and OCAP data sovereignty principles for Indigenous health. The company has established academic research collaborations with York University, Université de Sherbrooke, and Sheridan College, generates peer-reviewed validation through emergency physician surveys and clinical validation interviews across Canada, and is supported by a four-person founding team spanning AI architecture (PhD in Computer Science), clinical leadership (20+ years in nursing and Indigenous health advocacy), engineering and operations, and enterprise sales.

Name

Synod

Legal name

Synod IntelliCare Inc.

Website

https://synodintellicare.com

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Synod IntelliCare is a Toronto-based healthcare AI company building the HAIQ Platform to detect and mitigate algorithmic bias in clinical AI at the point of care, selling to mid-to-large North American hospitals via subscription and a Design Partner Program.

Ownership category

akta.pro rank

Product category

Healthcare AI Fairness and Bias Detection Software

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (5415)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Model Monitoring, Accountability & Incident Management (HDAAAMAF)

akta.pro secondary industries

Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ), Documentation & Reporting Automation (Model Cards, Datasheets, Impact Assessments) (HDAAAMAJ), Ethical Data Sourcing, Consent & Data Provenance (HDAAAMAI)

Keywords

• Healthcare AI fairness
• Algorithmic bias detection
• Clinical decision support
• EHR-integrated AI platform
• Healthcare compliance software

Headquarters

HQ city

Toronto

HQ country

Canada

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. Design Partner Program - DDFA Platform: Annual or multi-year subscription for DDFA platform deployment plus the Ethical AI Maturity Assessment. Design Partner pricing from $50k-$100k delivers measurable ROI within 12 months for 400-bed facilities. Revenue is recurring, subscription-based with co-development input and public case study as value add.
2. Use-Case-Specific Implementations: Domain-specific deployments (e.g., DDFA for Pain Management, DDFA for Pre-Hospital Transport Equity, DDFA for Sepsis Detection) sold as module add-ons or separate contracts to existing platform customers, enabling land-and-expand motion within health system accounts.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels6 records

Core offering

Synod IntelliCare builds and sells the HAIQ Platform — a healthcare AI fairness and bias detection suite anchored by its DDFA (Data Diversity Fairness Auditor) engine, which integrates natively with Epic, Cerner, and MEDITECH via HL7 FHIR R4 to surface and flag demographic disparities in AI-assisted clinical decisions at the point of care in under 200ms. The platform is sold to mid-to-large hospitals and health systems via a Design Partner Program (annual subscriptions of $50K–$100K), complemented by free self-service Ethical AI Maturity and HARMQA assessments used for lead generation and readiness benchmarking.

Product overview

Synod IntelliCare offers a unified platform-plus-modules architecture built around its Healthcare AI Intelligence & Quality Assurance (HAIQ) Platform. The core product is the DDFA (Data Diversity Fairness Auditor), a real-time bias detection and fairness monitoring tool that integrates natively with Epic, Cerner, and MEDITECH via HL7 FHIR API. Surrounding the DDFA are six complementary modules: ATET (Algorithmic Transparency & Explainer Tool) for explainability, DIS (Decision Impact Simulator) for pre-deployment impact forecasting, SEDLP (Stakeholder Engagement Dashboard & Launch Platform) for organizational reporting, DDPA (Data Dependency & Provenance Analyzer) for data lineage tracking, and the Clinical Relevance Dashboard for clinician-ready workflow guidance. Two free assessment tools—the Ethical AI Maturity Assessment and HARMQA Readiness Assessment—serve as entry points to the platform. The entire suite is designed to help healthcare organizations move from bias detection to continuous equity performance.

Differentiator

Problem solved

Functional benefit

Brands

• DDFA (Data Diversity Fairness Auditor): Real-time analysis platform for AI-driven clinical decisions to surface and flag demographic disparities at the point of care.
• HAIQ Platform (Healthcare AI Intelligence & Quality Assurance)
• ATET (Algorithmic Transparency & Explainer Tool)
• DIS (Decision Impact Simulator)
• SEDLP (Stakeholder Engagement Dashboard & Launch Platform)
• DDPA (Data Dependency & Provenance Analyzer)
• Clinical Relevance Dashboard
• Ethical AI Maturity Assessment

Products and services

• DDFA (Data Diversity Fairness Auditor) Real-time analysis of AI-driven clinical decisions to surface and flag demographic disparities before they reach the patient. EHR-native, clinician-facing alerts at the point of care with sub-200ms target latency, tracking six fairness metric families per model. For mid-to-large hospitals and health systems running AI-assisted clinical workflows.
• HAIQ Platform (Healthcare AI Intelligence & Quality Assurance) Umbrella platform that brings together seven integrated solutions for bias detection, fairness monitoring, transparency, decision impact simulation, stakeholder engagement, and data provenance across healthcare AI deployments. Provides governance, clinical, data, regulatory, and equity management capabilities for hospital and health system customers.
• Clinical Relevance Dashboard Translates DDFA fairness signals into clinician-ready workflow guidance with real-time disparity alerts and actionable equity metrics administrators and data scientists can act on. Addresses OHRC AI Impact Assessment, Disparate Impact Analysis, and Health Canada GMLP framework requirements.
• Ethical AI Maturity Assessment Structured 15-minute assessment benchmarking organizational AI fairness readiness across governance, clinical workflow, data practices, and regulatory preparedness. Free self-service tool available online that serves as a top-of-funnel lead generation and readiness benchmarking product for hospital quality leaders and compliance officers.
• HARMQA Readiness Assessment Healthcare AI Risk Management and Quality Assurance Readiness Tool that benchmarks readiness across seven domains: AI governance, data quality, clinical workflow integration, regulatory compliance, technical infrastructure, workforce training, and continuous monitoring. Free self-service assessment.

Quantifiable outcome

• 19% reduction in missed sepsis alerts among older adult patient cohorts through targeted bias auditing
• +7 more outcomes

Named customers1 record

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability5 records

Feature6 records

Partnerships

Five partnerships are on record, tiered core and supporting.

• York UniversitycoreStrategic or Co-development Partner · 1 March 2026AI ethics, health informatics, and equity-centred research collaboration. York University is a formal academic partner for joint research and publications, including a collaboration on bias variability in healthcare settings and DDFA platform usability studies. The Connected Minds CFREF initiative funds a research project titled 'Towards Fair and Reliable Large Language Models in Healthcare,' co-led by Dr. Ines Arous of York University.
• Université de SherbrookecoreStrategic or Co-development Partner · 1 March 2026Francophone health AI and clinical validation partnership. Université de Sherbrooke is a formal academic partner collaborating on bias variability research and DDFA clinical validation. Dr. Afaf Taik of Université de Sherbrooke co-leads the Connected Minds CFREF research project alongside Dr. Ines Arous of York University.
• Sheridan CollegesupportingTechnology or Integration · 1 March 2026Applied AI, design thinking, and health technology innovation partnership. Sheridan College contributes applied technology expertise and design thinking methodology to the Synod platform development ecosystem.
• Synapse Life Science CompetitionsupportingStrategic or Co-development Partner · 1 March 2026Prestigious initiative in southern Ontario that brings together innovators, university researchers, clinicians, and commercialization experts to validate and accelerate digital health solutions. Synod IntelliCare participated in early 2026, worked with university students to craft a commercialization plan, presented at the showcase, and received a prize in recognition of their work. The competition provided ecosystem validation, mentorship, and connections within the regional health innovation network.
• Select Hospitals & Community Health Centres (Design Partner Program)coreStrategic or Co-development PartnerDesign Partner hospitals and Community Health Centres providing clinical validation and pilot deployment sites for DDFA platform. These clinical partners conduct real-world bias detection, sepsis alert equity analysis, pain management fairness audits, and triage equity studies. They also provide feedback that shapes product roadmap and generates public case studies.

Scale indicators11 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• Weights & Biases: ML experiment tracking, model monitoring, and MLOps platform with bias/drift tracking capabilities. Broader incumbent in model observability that could expand down-market into healthcare fairness; serves the data-science buyer rather than the clinical-point-of-care workflow.
• DataRobot: Enterprise AI platform with model governance, bias detection, and healthcare vertical solutions. Broader incumbent that could extend its governance suite into healthcare-specific fairness monitoring; comparable regulatory-compliance positioning at the data-science buyer layer.
• Microsoft Azure Machine Learning (Fairlearn): Microsoft's open-source Fairlearn toolkit and Azure ML fairness dashboards. A broad incumbent with embedded fairness tooling inside a major cloud platform; not healthcare-specialized but free/embedded pricing creates a cost-side competitive threat for non-clinical stakeholders.

Direct peers

• Fiddler AI: AI model monitoring, explainability, and fairness platform. Closest comparable on fairness-metric monitoring and bias detection across the model lifecycle, though lacks Synod's clinical point-of-care EHR-native integration.
• Truera: AI model explainability, fairness, and monitoring platform acquired by Snowflake. Most directly comparable to Synod's ATET explainability and DDFA model-monitoring capabilities, though general-purpose across industries rather than healthcare-specialized.
• Fairly AI: AI bias auditing and risk management platform. Comparable on bias auditing and governance, though a smaller emerging player without Synod's healthcare-clinical-validation depth.
• Credo AI: AI governance, risk, and compliance platform with bias auditing and regulatory readiness tooling. Comparable to Synod's regulatory-compliance and audit-documentation positioning (ACA Section 1557, EU AI Act), though aimed at governance teams rather than point-of-care clinical alerts.
• Holistic AI: AI governance, risk, and compliance platform with bias auditing and regulatory alignment. Comparable regulatory-grade documentation and audit capabilities, though general-purpose rather than healthcare-specific.
• Arthur AI: AI observability and model performance monitoring platform with bias and fairness tracking. Comparable to Synod's continuous monitoring and SEDLP dashboarding capabilities, though not healthcare-specialized.

Emerging players

• ClosedLoop.ai: Healthcare-specific AI platform for predictive risk models and clinical workflows. Comparable healthcare-AI focus and customer base (payers/providers), though focused on predictive modeling rather than fairness auditing — a natural integration or adjacent-vendor candidate.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/synod100
• YouTubeyoutube.com/@SynodIntellicareEthicalAI
• LinkedInlinkedin.com/company/synodintellicare

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

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 Synod