01 — Ingest
Multi-Modal Data Ingestion
Unify documents, images, structured records, and live signals in one secure pipeline without rebuilding your source systems.
Every relevant signal enters one governed system.
Book a demo Data Kinetic Carbon
Turn enterprise knowledge into decisions that move.
Carbon connects fragmented data, expert logic, and adaptive models into an AI system your organization controls.
Fragmented inputsFILESSENSORSDATABASESDOCUMENTS
Controlled at coreCARBONSIX GOVERNED STAGES
Trusted outcomesDECISIONSACTIONSINSIGHTSCOMPLIANCE
Built for control.Trusted to deliver.
Your data stays yoursPrivate by design
Enterprise gradeSecure, scalable, reliable
Proven outcomesAcross industries
Built for operatorsNot just data scientists
The Carbon system
Six stages from data to decisive impact.
One evolving system turns scattered inputs into governed, real-world action.
02 — Extract
AI Extraction Layer
Parse and classify the information that matters, turning unstructured material into reliable, usable features.
Critical context becomes machine-readable.03 — Construct
Novel Data Set Construction
Combine extracted features with expert context to create proprietary data assets tuned to the decisions you make.
Fragmented knowledge becomes a durable asset.04 — Augment
Model-Specific Augmentation
Adapt enrichment and retrieval to each model or use case while keeping the underlying data foundation consistent.
New models connect without repeated groundwork.05 — Model
Behavior Models
Route each task to the right model and apply the operating logic encoded by your highest-performing experts.
AI behaves with domain context, not generic intuition.06 — Act
Application Outcomes
Deliver transparent recommendations and automated actions inside the workflows where your teams already operate.
Insight becomes accountable action.Operational advantage
Your expertise becomes infrastructure.
Carbon is designed around the decisions that make your organization distinct—not around another generic AI interface.
Encode what your experts know
Capture the decision logic that separates your strongest operators, then turn it into a private asset the organization can reuse.
Act on signal, not noise
Bring scattered inputs into a common context so teams can see what changed, why it matters, and what to do next.
Automate the work between decisions
Move repetitive analysis and coordination into governed workflows while keeping people in control of consequential actions.
Deploy on your terms
Run private AI within your infrastructure, align it to your controls, and evolve the system as markets and models change.
Built with Carbon
Decision intelligence for Pharma, Devices, and Clinical.
Connect scientific, regulatory, and market signals to the decisions that move your asset forward.
Launch planning & market access
Where should we focus launch investment to reach the patients we can serve?
Signals connected
- Payer policies
- Prescriber behavior
- Treatment pathways
Decision output
A launch plan shaped by adoption and access scenarios.
How Carbon supports the decision
Carbon connects market evidence with your team's access assumptions and commercial logic. Compare adoption scenarios by segment, surface access barriers, and review where launch resources could make the greatest difference.
Discuss this use caseIndication expansion
Which indication or market should we pursue next?
Signals connected
- Unmet need
- Pipeline activity
- Population evidence
Decision output
An expansion thesis with explicit assumptions and tradeoffs.
How Carbon supports the decision
Carbon brings scientific evidence, competitive activity, and market context into a shared model. Compare opportunities against your asset strategy and explore how expansion could affect the existing franchise.
Discuss this use caseCompetitive entry & loss of exclusivity
How should we respond as a competitor or biosimilar approaches?
Signals connected
- Competitor milestones
- Access changes
- Switching signals
Decision output
A response plan for the scenarios that threaten asset value.
How Carbon supports the decision
Carbon connects emerging competitive and access signals to your franchise assumptions. Explore entry timing, switching behavior, and response options so teams can revisit their strategy as the evidence changes.
Discuss this use caseLaunch & adoption planning
Which care settings and accounts are ready to adopt our device?
Signals connected
- Procedure volumes
- Clinical workflows
- Account readiness
Decision output
An adoption strategy grounded in how care is delivered.
How Carbon supports the decision
Carbon combines procedure and account context with your team's understanding of training, procurement, and workflow requirements. Compare adoption barriers and prioritize where education and launch support may be most useful.
Discuss this use caseEvidence & reimbursement strategy
What evidence would strengthen the case for coverage and adoption?
Signals connected
- Coverage criteria
- Clinical evidence
- Care economics
Decision output
A prioritized view of evidence gaps and access requirements.
How Carbon supports the decision
Carbon organizes clinical and economic evidence against payer and provider requirements. Make gaps visible, connect each to its source, and help medical and market access teams assess the next evidence investment.
Discuss this use caseCompetitive & next-generation positioning
Where can our next generation create a meaningful advantage?
Signals connected
- New clearances
- Product capabilities
- Clinician feedback
Decision output
A product position informed by clinical and market needs.
How Carbon supports the decision
Carbon connects the competitive landscape with clinician feedback and your product roadmap. Explore feature and positioning tradeoffs, then assess how a new generation could complement or displace the installed base.
Discuss this use caseTrial design & population strategy
Which population and study assumptions should we take forward?
Signals connected
- Prior studies
- Biomarker evidence
- Eligibility criteria
Decision output
Study scenarios with visible evidence, assumptions, and constraints.
How Carbon supports the decision
Carbon connects prior evidence and population context with your clinical team's protocol assumptions. Explore eligibility and endpoint tradeoffs, highlight evidence gaps, and assemble a traceable basis for expert review.
Discuss this use caseSite selection & enrollment planning
Where can we run the study with a realistic enrollment plan?
Signals connected
- Site experience
- Patient availability
- Competing trials
Decision output
A site and enrollment plan that exposes feasibility risks early.
How Carbon supports the decision
Carbon brings site history, population estimates, and competing study activity into one decision context. Compare feasibility assumptions across regions and sites, then revisit enrollment scenarios as study conditions change.
Discuss this use caseReadout & development decisions
What should the next development step be as evidence emerges?
Signals connected
- Study results
- Regulatory guidance
- Competitive readouts
Decision output
Development options linked to the evidence that supports them.
How Carbon supports the decision
Carbon organizes emerging results alongside regulatory and competitive context. Compare continuation, redesign, and expansion scenarios with explicit assumptions, giving clinical and portfolio teams a common foundation for review.
Discuss this use caseIllustrative applications. Each workflow is configured around your evidence, expertise, and operating context.
Built with Carbon / 01
Behavior Labs. Built with Carbon for life sciences.
Carbon provides the foundation. Behavior Labs brings it into the life sciences asset lifecycle—connecting scientific, regulatory, competitive, and commercial context to the decisions behind Pharma, Devices, and Clinical programs.
From ground truth to market models to decision support, teams can explore launch, expansion, competitive entry, and what comes next as the evidence evolves.
Explore Behavior Labs (opens in new tab)GROUND TRUTHWORLD MODELDECISION
BEHAVIOR
LABS
BUILT WITH CARBON PHARMA / DEVICES / CLINICAL
Early results
Designed to compound.
Illustrative prototype data — validate before production use.
Reduction in AI development cycles
Team productivity gains
Uptime with real-time compliance checks
Predictive accuracy
Control is the architecture
Private by design. Adaptable by necessity.
Your AI lives with your organization, learns from your operating context, and stays accountable to the controls you define.
- Deployment within your infrastructure
- Transparent, reviewable decision paths
- Model-independent data foundation
HIPAA compliantSOC 2 Type 2 readyNIST aligned
Start with a real decision
Show us where your expertise gets stuck.
Tell us about the signal, workflow, or decision you want to improve. We’ll map where Carbon can create measurable leverage.