Connected operations
Agentic AI Workflows
Coordinate tools and carry defined work through to completion with clear oversight.
Explore capabilityRDMI overview
Automate everyday work, connect your systems and help your team focus on what matters.
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01 / OUR CAPABILITIES
Specialist strategy and engineering across the agent lifecycle. Designed to fit the way your business works.
Connect reasoning, business rules and approved actions across your systems. Move complex work from request to resolution.
Multi-step workflows · Exception handlingHandle enquiries, qualify requests and coordinate service across voice and digital channels, with a clear handoff to your team.
Customer operations · Human handoffKeep enquiries, proposals and follow-ups moving. Give your team the context to act on opportunities and recover stalled work.
Lead qualification · Follow-up workflowsTurn business documents and approved knowledge into searchable answers, structured records and review-ready outputs.
Knowledge retrieval · Document processingConnect agents to your CRM, operational platforms and APIs. Build around the systems your business already depends on.
System integration · Custom engineeringDefine acceptance criteria, test edge cases and monitor performance. Improve reliability as your workflows and business needs evolve.
Evaluation · Monitoring · Optimization02 / INTELLIGENCE IN MOTION
Explore how context, connected tools and human judgment work together. Select a workflow, then follow each step.
Customer operations / 01
A new service enquiry
Response time · Resolution rate · Cost per request
Illustrative applications. Scope and success measures are defined for each engagement.
03 / INDUSTRY FOCUS
Start where repeated coordination, delayed responses and fragmented information create operational friction. Shape the solution around the industry.

Enquiry qualification, itinerary preparation and booking follow-up for tour operators, DMCs and travel businesses, with availability and pricing approved by your team.
MEASURE WHAT MATTERSEnquiry-to-proposal timeDiscuss this workflowAppointment coordination, administrative intake and document routing. Clinical decisions remain with qualified professionals.
MEASURE WHAT MATTERSAdministrative handling timeDiscuss this workflowService intake, scheduling assistance, quote preparation and follow-up across the office and field team.
MEASURE WHAT MATTERSQualified enquiry conversionDiscuss this workflowDocument checks, sourced status summaries and exception routing, with operators approving consequential actions.
MEASURE WHAT MATTERSException resolution timeDiscuss this workflowStructured maintenance intake, work-order coordination and progress updates. Emergencies and spend stay with staff.
MEASURE WHAT MATTERSTime to assign a work orderDiscuss this workflowDate and guest-count qualification, package answers and proposal coordination, with commercial terms reviewed by your team.
MEASURE WHAT MATTERSProposal turnaround timeDiscuss this workflowThese are application areas we assess with your team. Scope depends on system access, data readiness and required approvals.
04 / THE RDMI APPROACH
Identify the bottleneck, establish the baseline and agree the outcomes worth improving.
Map data, systems, responsibilities and approvals. Set clear limits on what the agent can do.
Build the workflow, connect approved systems and test normal, failure and escalation paths.
Roll out in a controlled way. Review quality, adoption and net business impact against the baseline.

ROI is assessed against agreed baselines and total operating cost. Targets are defined for your workflow, data and delivery scope.
Find your starting point
Every business starts somewhere different. Answer three questions to explore the capabilities that fit your priorities.
0 of 3 questions answered
Choose the stage that best reflects your organization.
Complete all three questions to tailor these capabilities to your business.
Connected operations
Coordinate tools and carry defined work through to completion with clear oversight.
Explore capabilityCustomer experience
Connect voice, chat and email to the workflows behind customer service.
Explore capabilityBusiness knowledge
Find relevant information and prepare document-based work with source visibility.
Explore capabilityThese are starting points to explore. Recommendations use your selections and update when your answers change.
A PRACTICAL PERSPECTIVE
Clear scope. Defined ownership.
A business case you can evaluate.
An agentic system can work through multiple steps, use approved tools and act on business context. We define its permissions, stopping conditions and escalation paths so the workflow has clear ownership.
We agree a baseline and measures such as handling time, cost per completed task, conversion or rework. The business case accounts for implementation, model usage, integrations, ongoing support and human review. Results are assessed against that baseline; they are not guaranteed percentages.
We assess your existing platforms first, including their native automation. Where a gap remains, we design integrations around supported APIs, data permissions and the systems your team already uses.
We define which actions can run automatically and which require approval. Sensitive decisions, unusual requests and uncertain outputs go to a named person, with logs and recovery paths designed into the workflow.
Start with one repeated, measurable workflow where the required data is accessible and an accountable owner can review the result. Scope and commercial terms follow an assessment of your business requirements.
YOUR NEXT BUSINESS ADVANTAGE
Bring us the workflow that needs to perform better.
Let’s define what meaningful progress looks like.