Workflow Automation Agents
Coordinate repeatable business processes across documents, databases, email, APIs, and internal applications.
SERVICE / AI AGENTS
AI agents that do more than chat.
We design agents that retrieve context, reason through defined tasks, call approved tools, interact with software, coordinate multi-step work, and escalate decisions when human review is required.
The result is an operational software system with permissions, integrations, memory boundaries, evaluations, monitoring, and safeguards—not simply a conversational interface.
DATA
CONTEXT
TOOLS
REASONING
VALIDATION
ACTION
CEREBRIXSYSTEM
01 / SYSTEM VIEW
The model is one component. The operating system around it creates dependability.
02 / WHAT WE BUILD
Capabilities designed around real operating requirements.
Customer Support Agents
Understand intent, retrieve approved information, complete permitted actions, and escalate complex cases with context.
Email Management Agents
Classify messages, identify urgency, retrieve context, draft responses, create tasks, and route work.
Document Processing Agents
Extract, compare, summarize, verify, and route structured and unstructured information.
Internal Knowledge Agents
Ground employee assistance in company policies, procedures, products, and technical documentation.
Multi-Agent Systems
Orchestrate specialized agents through clear responsibilities, tools, shared state, and approval controls.
03 / CORE CAPABILITIES
Engineering depth across the complete solution.
- Tool and function calling
- API and database integration
- Retrieval-Augmented Generation
- Controlled memory
- Multi-step orchestration
- Role-based permissions
- Human approvals
- Structured outputs
- Confidence thresholds
- Error recovery
- Audit trails
- Agent observability
- Regression evaluation
- Cost and latency monitoring
04 / REPRESENTATIVE USE CASES
[ Customer request triage ][ Email response preparation ][ Document intake and validation ][ Lead qualification ][ Employee support ][ Case summarization ][ Order and shipment support ][ Recruiting coordination ][ System updates ][ Appointment coordination ]
05 / DELIVERY APPROACH
Structured delivery without unnecessary ceremony.
Define the workflow
Map triggers, decisions, tools, data, exceptions, users, and success criteria.
Set authority boundaries
Specify independent actions, approval requirements, and mandatory escalation paths.
Connect knowledge and tools
Integrate approved systems, APIs, databases, documents, and retrieval sources.
Evaluate behavior
Test expected paths, ambiguity, tool failures, unauthorized actions, injection attempts, and escalation.
Deploy and monitor
Track quality, errors, cost, latency, tool activity, feedback, and workflow completion.
06 / QUALITY + CONTROL
Controlled autonomy is an engineering requirement.
We validate permissions, tool boundaries, grounding, failure recovery, escalation behavior, and auditability before increasing an agent’s authority.
LET'S DEFINE THE RIGHT SYSTEM
Turn one repetitive workflow into an intelligent system.
Start with a defined process, measurable outcome, and controlled pilot. We will identify where an agent creates value and where human judgment should remain central.