SOLUTIONS ARCHITECTURE

Technology that solves
what matters.

Kognos combines artificial intelligence, healthcare expertise, data intelligence and intelligent automation to create technology solutions designed for meaningful business and human impact.

Kognos AI Solutions & Engineering Team
02 // THE COMPLEXITY PARADOX

Every organization has complexity.
We turn it into intelligence.

Fragmented data, manual processes, disconnected systems and growing operational demands make it harder to move quickly. Kognos uses intelligent technology to connect information, understand workflows and create better ways of working.

DISCONNECTED SYSTEMSSTATUS QUO FRICTION
Fragmented Data Silos
Unindexed
Manual Physician Workflows
Overtime Burden
Disconnected Legacy Systems
Zero Interop
Slow Clinical Decisions
Lagging Telemetry
Missed Preventative Care
Acute Escalations
KOGNOS
CATALYST
KOGNOS INTELLIGENCEREAL-WORLD IMPACT
Connected Multi-Modal Architecture
Unified Fabric
Intelligent Contextual Understanding
Deterministic
Automated Cross-System Action
Zero Friction
Actionable Bedside Insights
<12ms Realtime
Continuous Self-Optimizing Loops
Measurable ROI
03 // CORE PORTFOLIO

Built around your most
important challenges.

From healthcare intelligence to enterprise automation, our solutions are designed around real-world needs and measurable operational impact.

01CLINICAL PRECISION
HEALTH

“Make healthcare more intelligent.”

AI-powered solutions designed to improve healthcare workflows, information access, decision support and patient experiences with zero-drift reliability.

Key Capabilities
Clinical intelligence
AI-assisted documentation
Healthcare workflow automation
Patient engagement
Personalized experiences
Healthcare analytics
DEPLOY HEALTHCARE AIFDA Class II Aligned · SOC2 Certified
CLINICAL NEURAL WORKSPACE #ICU-491Sync: 1000 Hz
HEMODYNAMIC ARTERIAL PRESSURE (MAP)84.6 mmHg [Optimal]
BIOVITAL INDEX
94.2/100
↑ 3.4% recovery
DETERIORATION RISK
4.8%
-32% post-intervention
MODEL CONFIDENCE
99.1%
N=1.4M vectors
AI Clinical Decision Support Active
Subclinical Ischemic Vasospasm probability at 12.4% (Threshold: 35%). Nimodipine perfusion adjusted autonomously via protocol #AHA-2024.
02ORGANIZATIONAL SCALE
ENTERPRISE AI

“Turn organizational complexity into intelligence.”

AI solutions that help organizations understand information, improve decision-making and build smarter operational systems that scale across distributed infrastructure.

Key Capabilities
AI copilots
Knowledge intelligence
Decision support
Intelligent workflows
Enterprise automation
AI integration
SCALE ENTERPRISE AISOC2 Type II · Zero-Knowledge Privacy
KNOWLEDGE GRAPH // ENTERPRISE FEDERATIONThroughput: 24.8 TFLOPS
RAW ENTERPRISE INGESTION → VECTOR EMBEDDING
ERP & Financials
12ms Ingestion
→
Docs & Legal
Semantic Index
→
Action Graph
99.8% Grounded
COGNITIVE COPILOT REASONINGConfidence: 0.984
$ query: "Identify cost optimization across regional telemetry pipelines without SLA risk."
Autonomous Recommendation: Re-route batch transcript pipelines from Node-US-East to Karolinska federated cluster during off-peak windows. Estimated compute reduction: 28.4% with zero latency impact.
03ZERO-TOUCH WORKFLOWS
INTELLIGENT AUTOMATION

“Automate the work behind the work.”

Transform repetitive and fragmented processes into intelligent workflows that continuously observe, understand, execute and optimize without human bottlenecking.

Key Capabilities
Workflow automation
Process intelligence
Document intelligence
Autonomous AI agents
Task automation
Process optimization
DISCOVER AUTOMATION ENGINE84% Human Touch Reduction
AUTOMATION PIPELINE STATE MACHINEAuto-Adjudicated
1Human Workflow Input
EHR Note / Complex Form
↓
2AI Observation & Extraction
Sub-second Parsing
↓
3Process Understanding & Audit
Policy Grounding
↓
4Autonomous Execution
100% Zero-Touch
↓
5Continuous Optimization Loop
Error Rate: 0.003%
04PREDICTIVE INTELLIGENCE
DATA & ANALYTICS

“Turn data into decisions.”

Transform complex data into clear intelligence that helps teams understand what is happening in real time and decide what comes next with empirical confidence.

Key Capabilities
Data intelligence
Predictive analytics
Business intelligence
Real-time dashboards
AI-powered insights
Decision intelligence
EXPLORE DATA INTELLIGENCEDifferential Privacy · SGX Enclave
PREDICTIVE CAUSAL SYNTHESISAUROC 0.982
Raw Data
Multi-Omics
Patterns
Clustering
Intelligence
SHAP Vectors
Prediction
4.2h Early
Action
Direct Rx
BRCA1 & Oncological Risk Attenuation+0.412 SHAP
Circulating Tumor DNA (ctDNA) Influx+0.328 SHAP
Autonomic Inflammatory Index (IL-6)-0.082 SHAP
04 // FULL-STACK CAPABILITY ECOSYSTEM

Intelligence across the entire
technology stack.

An interconnected capability mesh engineered to dissolve institutional friction and power scalable clinical and enterprise breakthroughs.

NODE // 01

AI & Machine Learning

Foundational transformer models trained on multi-omic vectors and high-density ICU telemetry streams with mathematical precision validation.

PyTorchCausal InferenceBio-LLMs
NODE // 02

Data & Analytics

Privacy-preserving federated intelligence platforms converting petabytes of multi-hospital unstructured records into standardized research cohorts.

Federated MeshApache ArrowOMOP CDM
NODE // 03

Automation

Autonomous operational agents that automate complex medical authorization, revenue cycle management, and cross-facility clinical resource orchestration.

Event SourcingZero-Touch RCMPolicy Logic
NODE // 04

Health Tech

Deep clinical decision support, diagnostic risk modeling, and real-time hemodynamic surveillance alerting care teams before acute physiological deterioration occurs.

FHIR R4HL7 v2 / DICOMFDA SaMD II
NODE // 05

Digital Experiences

Adaptive behavioral models and hyper-personalized metabolic guidance translating longitudinal health trackers into proactive preventative lifestyles.

Biometric SyncNudge ScienceMicro-Intervention
NODE // 06

Cloud & Systems Integration

Enterprise multi-cloud orchestration with zero-knowledge enclaves, SOC2 Type II compliance, sub-millisecond failover, and native bridge to legacy EHR/ERP.

SGX EnclavesZero-Drift SLAKubernetes Mesh
05 // METHODOLOGY

From problem to
measurable impact.

A disciplined, scientific six-stage lifecycle that takes theoretical AI breakthroughs and anchors them firmly into dependable clinical and enterprise production.

01 // DISCOVER

Understand

Deep immersion into clinical workflows, hospital bedside realities, and patient friction points.

Contextual Ingestion
02 // RESEARCH

Study & Model

Literature-grounded biocomputational modeling, peer-review benchmarks, and rigorous data ethics.

Peer-Reviewed Rigor
03 // DESIGN

Synthesize

Complex technology, simple experience. Frictionless interfaces reducing cognitive load for physicians.

Human-Centered UI/UX
04 // BUILD

Intelligently

Foundational ML models built on privacy-preserving enclaves, zero-drift pipelines, and FHIR compatibility.

Zero-Drift Architecture
05 // AUTOMATE

Orchestrate

Autonomous orchestration of administrative and operational bottlenecks across multi-hospital networks.

Zero-Touch Workflows
06 // MEASURE

Validate Impact

Continuous validation against clinical outcome metrics: clinician time saved and reduction in acute errors.

Auditable Precision
06 // COLLABORATION PATHWAYS

How organizations partner with Kognos.

Whether deploying turnkey clinical AI pipelines or co-developing custom proprietary bio-computational systems, we tailor engagement to your infrastructure maturity.

TIER 01

Direct Solution Deployment

Immediate implementation of Kognos pre-trained clinical and enterprise engines (Scribe, Billing, Telemetry) into existing Epic/Cerner or enterprise ERP frameworks.

  • Deployment in < 14 Days
  • Zero Re-Architecting Needed
  • Turnkey Regulatory Clearance
MOST COMMON
TIER 02

Co-Innovation & Custom AI

Joint engineering of bespoke predictive models tailored to proprietary clinical cohorts, specialized multi-omic research datasets, or bespoke operational bottlenecks.

  • Dedicated Bio-AI Engineers
  • Custom Model IP Co-Ownership
  • Federated Training Across Silos
TIER 03

Global Research Alliances

Multi-institutional collaborative networks linking academic medical centers, sovereign research groups, and life science consortia to the Kognos Neural Synthesis mesh.

  • Karolinska, Broad & Kyoto Sync
  • Multi-Center Clinical Trials
  • Sovereign Privacy Guarantees
ENTERPRISE COLLABORATION // ACCESS AI ENGINEERS

Let's build what comes next.

Have a complex clinical, data or operational problem worth solving? Partner with Kognos to deploy clinical-grade intelligence and eliminate systemic bottlenecks.

Direct Access to Principal AI Engineers•Custom Proof-of-Concept in 14 Days•Zero-Knowledge Security Guarantee