ROLE
Agent design
Role and workflow design
Define the job, inputs, expected outputs, boundaries, service levels, exceptions, and accountable owner.
English-first practice page. CRM Scene's established localized service library remains available through the language menu while this new consultancy layer is translated.
AI Agents & Intelligent Automation
Give AI a real role, clear tools, and accountable boundaries.
CRM Scene designs specialized AI agents around the responsibilities, knowledge, systems, decisions, and approvals that make a business role useful—not around a generic chatbot demo.
Agent designStart with responsibility, not novelty.
Sometimes the right answer is an AI agent. Sometimes it is a deterministic automation, a process correction, a better interface, or a combination.
KNW
Agent design
Knowledge and retrieval
Structure approved sources, freshness rules, access boundaries, citations, and escalation when evidence is weak.
TOOL
Agent design
Tools and integrations
Connect agents to CRM, support, finance, productivity, development, reporting, and internal systems safely.
HITL
Agent design
Human approval frameworks
Specify which actions agents can take, which require approval, and how people inspect or override decisions.
EVAL
Agent design
Evaluation and monitoring
Test task completion, accuracy, policy adherence, failure modes, cost, latency, and business outcomes.
OPS
Agent design
Managed AgentOps
Operate versioning, reviews, incidents, access, model changes, knowledge updates, and controlled expansion.
Role-specific systemsAgents that reflect how the business actually works.
A single assistant may be enough for one workflow. More complex operations can use coordinated specialists that share context and escalate decisions.
CX
Role-specific systems
Customer and revenue teams
Customer service, sales qualification, customer success, knowledge, quality, and revenue operations agents.
OPS
Role-specific systems
Business operations
Request triage, project coordination, inventory exceptions, reconciliation, vendor operations, and executive briefing agents.
TECH
Role-specific systems
Product and technology
Research, product intelligence, development, QA, release support, documentation, and incident coordination agents.
Responsible deliveryA controlled route from opportunity to operation.
01
Opportunity assessment
Prioritize workflows where an agent can create measurable value and where the necessary evidence and controls exist.
02
Role and architecture
Design responsibilities, context, tools, permissions, memory, escalation, and the human operating model.
03
Pilot and evaluation
Test realistic cases, edge conditions, safety boundaries, adoption, economics, and failure recovery before expansion.
04
Operate and improve
Monitor outcomes, review exceptions, update knowledge and prompts, manage change, and expand only when evidence supports it.
Which role or workflow deserves a careful AI assessment?
Bring a real operational problem. CRM Scene will help determine whether the best answer is process redesign, deterministic automation, an AI agent, or a coordinated system.