Where agents create value — by workflow, not by technology.
A look at the kinds of business processes InsightnWisdom's agentic AI practice is built to support, and the operating model behind every one of them.
Six workflow patterns we build against
Each use case below is a starting pattern, not a fixed product — the agent's scope, data access and approval points are defined per engagement.
Knowledge & RAG Assistants
Grounded assistants that answer questions from approved internal documents, policies and knowledge bases — with citations back to source.
IT Operations Support
Agents that triage alerts, enrich tickets with context, and route incidents to the right team inside your ITSM tool.
Customer & Service Operations
Front-line assistants that handle routine inquiries and escalate exceptions to a human, with full conversation context preserved.
Sales & Proposal Support
Agents that assemble first-draft proposals, pull relevant case history, and flag pricing or scope items for review.
Finance & Procurement Workflows
Agents that reconcile line items, flag exceptions against policy, and prepare approval packets for a human sign-off.
Field & Maintenance Operations
Agents that draft service reports, cross-check parts against inventory, and prepare escalation notes for engineers.
Enterprise data + applications + AI agents + human approvals
An agent's usefulness comes from what it's connected to and what it's allowed to do — not from the model alone. Every deployment defines these four layers explicitly before go-live.
Enterprise data
Approved documents, records and knowledge repositories.
Applications
CRM, ERP, ITSM, collaboration and cloud systems.
AI agents
Role-scoped agents that plan and execute defined tasks.
Human approvals
Checkpoints at the decisions that carry real consequence.
Discover → Build → Integrate → Govern → Operate
Discover
Map the workflow and confirm the use case is a fit for agentic automation.
Build
Develop the agent against the approved scope and data sources.
Integrate
Connect systems, APIs and approval workflows.
Govern
Apply access controls, evaluation and human-oversight checks.
Operate
Monitor, evaluate and improve the agent under Managed AgentOps.
Governance
Security, permissions, auditability, evaluation and human oversight are part of the design — not an afterthought.
- Identity and access scoped to the minimum the agent needs
- Every action logged and auditable
- Evaluation before and after production release
- A named human owner for each agent's decisions
Technology ecosystem
We work across common enterprise platforms and connect to the systems you already run. We list integration partners here only once a capability or partnership is formally verified — see the guide's note on unverified claims.
Have a workflow worth automating?
Bring us the process, not the platform decision. We'll tell you honestly whether an agent is the right fit.