                                                                    
                                                                    
                                                                    
                                                                    
                                                                    
                                                                    
                                                                    
                                  ; ;                               
                           ;;+++x;;:;x;;;                           
                          =;;XX+;;;;:;;xx;;;                        
                         ==;+X+XX+;;x;;x;;;;;                       
                        =;;X+;;X+XX;X;;xx;;;;;                      
                       ;;=X=;+X+;:X;X;;;X;;;;;                      
                      ;:==;XX+;XX+#X;;X;;;X;;;;                     
                     +x;;:X=;XX+;X#+X%;X;;;;;;;;                    
                    =;;=X=:XX;;X#+#X+:X;;XX:;X;;;                   
                   +;x=::X=:#X:##X##X%%:X#;;X:+;;;                  
                   x;:;=;;X##x#%####%%###X#X::X:;;                  
                  +:x::$#$#$%%#%####%#######%#;:X;+                 
                 =x:$$X+;;###%#####%%#;#=;x+X%%#::X+                
                =;$:$++;;;;###%###%%####%%%%%=xX%#:++               
                X$$x+%%%%%%#;;x%%#%%%%%%=;:###XxX##X+               
               $;::+++;;:;;%%%%%%%%%##+XX;;$+X=$$##X+               
                $$x=:+;;;;%%%%%;#%%%%%%%%:x:xxX=;$#X=               
                 x:++%;%%%:;X:;##X%%+:##%%%%%%%;x$$X+               
                 #X:++:;;:;X;;X#X;X%%X;#=:X;:x%=X;:;                
                  #X::+;:;:;;X;X;X ;%%X;:=:x;:X==$$$=               
                   ##X:;;;:;:;X+X# X#%%=;:X=:$+:X$$                 
                     %#X:;;;;; X#+;#+#%%$X+$x:x$$;                  
                        #XxX%:;#;X ;X;:%= =$ $$                     
                          %# #X X  X +X X# $$                       
                                #  #  #

SERVICE 002

AI Agents & Workflow Automation

Connect intelligent agents to the tools your business uses. We build task workflows, API integrations, and automation with defined permissions, approval steps, and visibility into what each agent does.

DiscussYour Build

Problem we solve

Agent automation fails when tools, permissions, approval points, and recovery behavior are undefined. Teams need an explicit operating model before an agent can take action.

What Raum builds

Raum Network develops agent workflows that connect models to business tools, APIs, data, and operator review. We define what automation may do, what needs approval, and how actions remain visible.

Architecture and technology

001

Agent workflow and task-state design

002

API, system, and data integrations

003

Permission scopes, approvals, and audit records

004

Monitoring, retries, exception handling, and operator controls

Use cases

001

Operations workflows with human approval gates

002

Research, triage, and knowledge-routing assistants

003

Tool-connected agents for internal product teams

Delivery process

001

Identify repeatable task and responsible operator

002

Set boundaries for read, write, approval, and execution actions

003

Build integration path with logs and test scenarios

004

Review exceptions before broader rollout

Engineering evidence

001

Every action has defined source, permission, and owner

002

Approval points remain visible to operators

003

Failure paths can pause, retry, or hand work back to people

SERVICE FAQ

Questions before scope starts.

Q.001Can an AI agent execute actions without approval?

Only where scope explicitly permits it. High-impact actions should have defined permissions, controls, and a recovery path.

Q.002How do you measure an agent workflow?

We establish task completion, handoff quality, exception rate, and operator-review criteria before expanding automation.

START WITH CONTEXT

Bring product, system, and delivery constraints.

We will use them to define a technical scope, practical milestones, and next engineering step.

EmailRaum Network