AI strategy
& readiness
Find the workflows worth changing and build a roadmap grounded in value, feasibility, data and risk.
Assess AI readinessAI engineering / agentic transformation
Build the
AI-native enterprise.
CodeCrux designs and engineers production-grade AI systems, agents and intelligent workflows that connect your people, data and enterprise applications.
From the first high-value use case to secure, organization-wide adoption.
CODECRUX / SYSTEM MAPLIVE
Peopleintent + context
Agent layerreason + act
Enterprisesystems + data
workflow / customer-support
approval required >
01Strategy to production
02Agents that work across systems
03Control built into every workflow
The work behind the work
AI adoption is not a chatbot project.
The hardest part of enterprise AI is not accessing a model. It is deciding where AI creates value, connecting it safely to enterprise systems, measuring its decisions and getting teams to trust and adopt it.
01Business
problem
problem
02AI
opportunity
opportunity
03Workflow
design
design
04Agent
engineering
engineering
05Integrate
& secure
& secure
06Deploy,
adopt, scale
adopt, scale
CodeCrux owns the engineering journey from idea to production.
What we do
The full stack for
useful AI.
We combine transformation thinking with the engineering discipline required to make intelligent systems reliable in the real world.
AI strategy
Agentic AI
engineering
Design agents that reason, plan, use tools and complete multi-step business workflows with human control.
Build an AI agentEnterprise AI
applications
Build copilots, assistants and intelligent operations products around how your business actually works.
Build an applicationKnowledge
& RAG systems
Turn enterprise knowledge into a trusted, permission-aware intelligence layer with search and retrieval.
Build a knowledge systemAI engineering
& LLMOps
Move beyond the demo with evaluation, tracing, routing, cost controls, deployment and production monitoring.
Productionize AIAI adoption
& transformation
Redesign the way people and agents work together through enablement, training, governance and rollout.
Plan AI adoptionWhat we build
AI systems built around your business.
The best agent is not the most autonomous one. It is the one that makes a valuable workflow measurably better, while knowing when to ask for help.
01Customer operations
Customer support agent
Understand the issue, search authorized knowledge, diagnose the next step and ask for approval before sensitive actions.
ticketknowledgeresolution
02Engineering
AI software engineering workflow
Turn an issue into a tested pull request with repository context, security checks, CI/CD policy and human review.
issuecodereview
03Enterprise knowledge
Permission-aware knowledge agent
Answer complex questions across authorized systems with evidence, context and the right level of access.
questionsourcesevidence
04Operations
Operations agent
Detect anomalies, collect diagnostics, recommend remediation and execute approved actions with an audit trail.
signaldiagnoseact
A wider library of possibilities
Explore more ways AI can work across your business.
From customer operations and software engineering to finance, healthcare, manufacturing and supply chain, explore complete AI and Agentic AI workflows designed around real enterprise processes.
A practical architecture
Agents are only useful when they can safely act.
We connect intelligence to the systems your teams already use, then add the controls that make autonomy appropriate for the job.
See the control layerexperience
peoplecopilotsworkflows
intelligence
agentsmemorytoolsRAG
enterprise
CRMERPAPIsMCP
CONTROL LAYERidentity policy approval audit
How we work
The CodeCrux AI transformation framework.
A repeatable path from a high-value opportunity to an AI capability your organization can trust, operate and extend.
01
Discover
Understand the process.
02
Prioritize
Score value and risk.
03
Prototype
Validate with real users.
04
Engineer
Build for production.
05
Secure
Control every action.
06
Integrate
Connect your stack.
07
Evaluate
Test quality and cost.
08
Deploy
Operate with visibility.
09
Adopt
Enable your teams.
10
Scale
Expand what works.
Security as an enabler
Enterprise AI needs enterprise controls.
Production agents may read customer information, query databases, invoke APIs or trigger deployments. We design security into the workflow so teams can adopt AI with confidence.
Build with control01IdentityKnow which agent is acting.
02AuthorizationLimit access to what is needed.
03Human approvalEscalate sensitive actions.
04ObservabilityTrace decisions and failures.
05AuditabilityMake every action accountable.
AXEC+
CodeCrux + AXEC
Build powerful agents without losing control.
CodeCrux helps organizations implement enterprise AI and Agentic AI securely using AXEC where appropriate.
CODECRUXBuild & adopt
Strategy, engineering, integration, deployment and enablement.
AXECControl & govern
Identity, authorization, policy, approvals and auditability.
Engineering AI beyond the demo
We don't just advise on AI. We build it.
Building an impressive prototype is easy. Building a system that behaves reliably with enterprise data, permissions, failures, latency, cost and real users is an engineering problem. That is where CodeCrux specializes.
Selected product
Insightful
Revenue-driving call intelligence that understands meaning, not just keywords.
View product
"
CodeCrux has built a complex system for us and throughout the process has remained very communicative, agile, and quick to respond.
Yaron OrenFounder, Maverick.ai
WHAT WE ENGINEER
Agent evaluation / MCP / RAG / OpenTelemetry / model routing / human-in-the-loop
From the engineering team
AI engineering insights.
Practical thinking on the systems, controls and trade-offs that make AI useful in production.
Start where you are
Have a workflow
worth rethinking?
Bring us the problem, not a predetermined solution. We will help you identify the opportunity, map the path to production and define what success looks like.
Start an AI discovery session AI opportunity workshop / proof of value / engineering pod / enterprise transformation