Connect your people, systems and knowledge with AI that carries work forward. From strategy to production, we build around a clear business case and measurable results.
Discuss your AI priorities
Qualify enquiries, prepare proposals and coordinate follow-ups across your CRM and service channels. Give your team the context and capacity to move customers forward.
Explore revenue operations
Turn scattered information and repeated handoffs into connected workflows. Equip agents with the right context, approved tools and clear routes to human judgment.
Explore agentic workflowsBring approved documents, data and expertise into the flow of work. Give teams answers they can trace, information they can use and a clearer basis for decisions.
Explore knowledge intelligenceBusiness ambition. Engineering depth. Measurable progress.
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.
01 / BUSINESS IMPACT
Focus AI investment on the work that affects revenue, cost and customer experience. Establish the baseline. Define the target. Track what changes.
Revenue
Measure qualified conversion and follow-up completion.
Productivity
Measure handling time, rework and cost per completed task.
Experience
Measure response speed and time to resolution.
Control
Measure exception rates, approval quality and recovery.
ROI is assessed against agreed baselines and total operating cost. Targets are defined for your workflow, data and delivery scope.
02 / 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 · OptimizationSelected applications
Explore the workflows and measures that shape a focused AI engagement.
Customer service
Connect incoming requests to customer context, scheduling and the right next step. Give your team the history when a person needs to take over.
What to measureResponse time, resolution quality and handoff rate
Explore customer operationsRevenue operations
Bring enquiries, CRM activity and follow-up into one workflow. Surface the opportunities that need attention and prepare the next action.
What to measureSpeed to lead and qualified opportunity conversion
Explore revenue operationsDocument workflows
Classify documents, extract the details and validate them against business rules. Route uncertain results for review before updating your systems.
What to measureProcessing time, field accuracy and exception rate
Explore document applicationsIllustrative 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.
CUSTOMER EXPERIENCEEnquiries move faster than the booking team can respond.
Enquiry qualification, itinerary preparation and booking follow-up for tour operators, DMCs and travel businesses, with availability and pricing approved by your team.
SERVICE OPERATIONSAdministrative work competes with time for patient service.
Appointment coordination, administrative intake and document routing. Clinical decisions remain with qualified professionals.
SERVICE REVENUEMissed enquiries and incomplete job details interrupt the working day.
Service intake, scheduling assistance, quote preparation and follow-up across the office and field team.
CONNECTED OPERATIONSShipment updates and missing documents slow every handoff.
Document checks, sourced status summaries and exception routing, with operators approving consequential actions.
ASSET OPERATIONSMaintenance requests stall between residents, teams and vendors.
Structured maintenance intake, work-order coordination and progress updates. Emergencies and spend stay with staff.
SALES OPERATIONSHigh-value enquiries get lost in date checks and proposal revisions.
Date and guest-count qualification, package answers and proposal coordination, with commercial terms reviewed by your team.
These are application areas we assess with your team. Scope depends on system access, data readiness and required approvals.
04 / CONNECTED INTELLIGENCE
An agent combines context, approved tools and business rules. Your team defines the boundaries and owns the decisions that matter.
Read approved service information and collect missing details.
Prepare the response and update the customer record.
Route exceptions and commitments to the right person.
Response time · Resolution rate · Cost per request
05 / 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.
Our perspective
Explore the decisions behind effective Agentic AI. From the business case to daily operations, clarity comes before progress.
Explore our perspectives
Workflow IntelligenceA framework for selecting AI workflows with a clear business owner, practical scope and measurable result.
Revenue IntelligenceHow AI connects customer, pipeline, service, billing, and product signals into revenue decisions and automated next actions.
Responsible AIPractical controls for agentic workflows: access, approvals, audit trails, evaluations, escalation, privacy, and production monitoring.
AI TransformationA practical framework for turning AI experiments into production workflows, team adoption, governance, and measurable business value.
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.