Carbon building blocks · faster value, tailored fit
Carbon brings proven building blocks into the engagement, reducing the groundwork needed to reach production. We then shape the solution around your processes, systems, data, and decisions, so speed does not come at the cost of business fit.
We do not believe enterprises get the full value of AI by buying a finished product and bending their work around it. The advantage lives in the process details, data, decisions, and human judgment that are specific to the business.
Model gateways, observability, approval gates, knowledge ingestion, agent runtime, and delivery patterns are difficult to get right. We build and harden those reusable parts inside CROZ, then bring them into the engagement as a stronger starting point.
We shape data access, business rules, human approvals, integrations, operating model, user experience, and success measures around how your organization actually works.
The engagement starts further ahead, but the outcome is not a generic CROZ product. It is an AI capability fitted to your processes and ready to evolve with them.
Each block solves a recurring enterprise AI problem. Explore every available product view, then see how we use one, combine several, or leave them aside when a fully custom architecture is the better answer.
Point an LLM at a legacy system and you get confident guesses. Carbon.modernize starts deterministically instead: it parses and correlates the whole landscape - COBOL, PL/I, JCL, copybooks, batch jobs, vintage Java, .NET - into a verified representation of the application before any AI analysis begins. Findings trace back to the source that produced them, so modernization decisions rest on evidence rather than inference.
Agents that can run unchecked are a governance liability. Carbon.run gives every agent a bounded, auditable place to operate: Kubernetes-native, with scoped tool access, real human approval gates, per-team cost budgets, and a full audit trail your SIEM already understands.
Automation handles the planned work. The hard part is the unplanned - the incident no runbook anticipated. Carbon.operate investigates tickets and alerts, reasons over your live infrastructure, and proposes safe fixes. Nothing executes without a human approving it first. Every change is a reviewable pull request.
Assembling a proposal, answering a security questionnaire, producing a report that has to match a standard: this is knowledge work, and it consumes the people you can least afford to tie up. Carbon.know models it. MCP connectors pull context from the systems it actually lives in, your best practices become validation the draft has to pass, and output arrives in your own template. Deployed per customer, so sensitive content never leaves your perimeter.
Carbon.core supplies the shared capabilities every serious AI implementation needs. It can underpin Carbon blocks, a custom CROZ solution, or both.
Carbon.core is CROZ's own AI platform and the foundation under every building block. Every model and every token passes through one gateway, under one policy, into one audit trail - with full tracing and evaluation on top, and the choice to run frontier cloud models, self-hosted models, or both. You get the governance layer without building it from scratch.
Gateway, guardrails, access controls, full audit log, and cost controls. Policy-aligned AI usage you can demonstrate to auditors.
Self-host models on your own infrastructure. No data leaves your environment unless you choose it. Scale across GPUs and nodes, and train your own.
Complete tracing and evaluation dashboards across every agent run - not just uptime, but behavior.
Token spend, model costs, and ROI tracked per team, per workflow, per project. Evidence of value for the board - as model costs keep rising.
The building block is a starting position. Delivery still begins with your business problem, and the solution is shaped by the process rather than by our asset catalogue.
Define the workflow, decision, user, data, and measurable outcome.
Select only the Carbon capabilities that genuinely shorten the route.
Build integrations, rules, approvals, experience, and operating model around you.
Deploy, observe, improve, and make the resulting capability part of your organization.
We will tell you honestly whether a Carbon block gives the engagement a useful head start, whether several should be combined, or whether the right answer is a fully custom solution.
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