After-hours lead response
We look for the response path, owner, and handoff that keep the opportunity from waiting on memory.
Managed AI operations · Raleigh / Triangle + remote
Fix the Operational Gaps That Cost You Time, Follow-Up, and Revenue.
MPR Tech Advisors identifies where leads, customer communication, handoffs, and repetitive work break down. We design and manage practical workflows that improve response, accountability, and visibility.
Lead response · Follow-up · Email & documents · Scheduling · CRM workflows · Business visibility
AI and automation are applied where they create business value. People retain control of approvals, judgment, and customer relationships.
Enterprise-grade technology discipline. Built for growing businesses.
Illustrative operating view
Good morning, Michael.
New inquiries07needs triage
Follow-up due03owner review
Workflows active12operating
Human approval and exception visibility stay in the workflow.
Built around your workflowWe start with how the work actually happens today.
Humans stay in controlApprovals and professional judgment stay where they belong.
Managed after launchMPR monitors, tunes, and improves the workflow with you.
A PRACTICAL START
Start with the business problem.
You do not need an AI strategy to begin.
Tell us where the work is slowing the business down. We will assess the workflow, identify the likely cause, and determine whether automation is worth pursuing.
The first conversation focuses on the workflow, the business impact, and the next practical decision.
If the next step depends on memory instead of a defined workflow, that is a strong place to start.
Unanswered estimates
We trace the follow-up path and the point where an open opportunity loses an owner.
Customer requests without a clear owner
We look for the missing routing, context, or accountability between the inboxes.
Post-job follow-up
We examine the handoff after delivery and the repeatable follow-up it should trigger.
Overdue work
We look for the signal, exception path, and visibility an owner needs to act sooner.
Start with the work
Identify where time or revenue is being lost.
The review starts with work that is repeatedly missed or delayed. MPR determines whether AI or automation belongs in the solution, then prioritizes a practical first move.
Slow response
A lead arrives at 7:30 PM without a defined response path.
Weak follow-up
An estimate goes unanswered for five days without a scheduled follow-up.
Administrative drag
Sorting email and attachments takes two hours of an employee’s day.
Scattered context
A customer emails three people, but the next step has no clear owner.
Low visibility
An overdue item needs a clear signal and an accountable owner.
These are the operational problems MPR is designed to address.
The business outcome
Technology should improve the operating day.
That means fewer dropped handoffs, more consistent communication, and a clearer view of what needs a human decision. Automation should remain bounded by clear approval, access, and exception rules.
Respond while intent is fresh
Acknowledge, qualify, route, and schedule inbound work with the right context.
Follow up without relying on memory
Make next steps, reminders, and stale-lead recovery visible to the owner.
Return attention to the team
Use automation for repeatable preparation while people retain judgment, relationships, and approval.
Productized solutions
Start with one workflow, then expand when the evidence supports it.
Each solution is designed around a specific business problem, with the guardrails and measurement needed to make the improvement useful in the real world.
Revenue workflow
MPR AI Lead & Follow-Up Desk
Turn inbound inquiries into acknowledged, qualified, routed, scheduled, and consistently followed-up opportunities.
Create a consistent response and follow-up process so opportunities remain visible and owned.
- Inquiry acknowledgment and qualification
- CRM/contact capture and routing
- Scheduling, reminders, and stale-lead recovery
Team capacity
MPR AI Office Desk
Reduce the daily drag of email triage, document handling, summaries, task preparation, and knowledge retrieval.
Reduce repetitive preparation while keeping human review and approval in place.
- Email and attachment triage
- Summaries, tasks, and customer context
- Draft responses with human approval
Owner visibility
MPR AI Business Command Center
Bring lead status, customer follow-up, appointments, overdue actions, workflow exceptions, and KPIs into one useful view.
Open one screen and know what needs attention.
- Lead and customer operating view
- Workflow exceptions and AI activity
- Outcome tracking built around your baseline
A practical path to value
From workflow review to ongoing operation.
The goal is a useful improvement your team can trust, not a demo that creates a second system to manage.
Discover
Map the workflow, handoffs, systems, constraints, and business cost of leaving it as-is.
Prioritize
Choose a first automation based on opportunity, feasibility, risk, and owner readiness.
Build
Design the workflow, integrations, prompts, approvals, exception paths, and operating view.
Operate
Monitor the system, review exceptions, tune the workflow, and keep humans in the right decisions.
Measure / improve
Compare the baseline with the working state and decide what to adjust, expand, or stop.
Built around real workflows
Useful where response, follow-up, and context affect the day.
Initial focus areas are businesses where every missed inquiry, delayed document, and forgotten next step creates avoidable friction.
01
Home services
HVAC, plumbing, electrical, roofing, restoration, and other estimate or service businesses with high-value inbound work.
Explore home services02
Law firms
Intake, scheduling, document organization, client communication, follow-up, and approved knowledge retrieval.
Explore law firms03
Insurance agencies
Lead intake, service questions, document collection, renewal workflows, routing, and CRM discipline.
Explore insurance agenciesA FOCUSED NEXT STEP
Turn a meaningful opportunity into one prioritized 30-day move.
We map the workflow, identify where time or revenue may be leaking, evaluate practical automation opportunities, and recommend the first move worth pursuing. When an initial conversation identifies a meaningful opportunity, MPR may recommend a focused paid AI Opportunity & Revenue Assessment.
Recommended after an opportunity conversation
AI Opportunity & Revenue Assessment
A focused professional service for turning a meaningful opportunity into a defensible first move.
- Workflow mapping and bottleneck review
- Prioritized opportunities and implementation complexity
- Human-control requirements, measurable KPI, and first 30-day move
The scope and fee are discussed directly after the initial conversation when an assessment is the right next step.
Enterprise discipline, scaled to fit
Experience that connects strategy to execution.
Michael Radonis is a former VP, Enterprise Solutions Architecture, an enterprise architecture and transformation leader, and a multi-patent inventor. MPR brings that decision discipline to growing businesses that need practical progress without enterprise-grade bureaucracy.
Architecture leadershipDirection, operating models, and decision clarity.
Transformation experiencePractical paths from strategy into execution.
Governance mindsetUseful guardrails around real operational risk.
The recurring layer
Managed AI Operations keeps the improvement useful after launch.
Production workflows require ongoing operational ownership. A managed operating layer keeps the workflow observable, exceptions visible, usage understood, and improvements connected to the business outcome.
Managed after launch. MPR stays accountable after launch by monitoring, tuning, and improving the workflow with you.
See Managed AI OperationsSystem monitoring
Watch workflow health, integration signals, and failed or delayed steps.
Exception review
Bring edge cases and owner decisions into a visible operating queue.
Usage oversight
Review AI/API usage, access boundaries, and cost signals.
Workflow tuning
Improve prompts, routing, approvals, and handoffs as the work changes.
KPI / value review
Compare activity and outcomes against the baseline you established.
Quarterly opportunity review
Identify the next sensible improvement without creating automation sprawl.
No invented ROI
Measure the work before you tell the story.
MPR establishes a baseline with you, then tracks the operating signals that matter. The result is a clearer decision about what is working, what needs tuning, and what should happen next.
Response time
How quickly inquiries or service requests receive an appropriate first response.
Follow-ups completed
Whether the next action happened on time and with the right context.
Administrative hours returned
Where repeatable preparation or coordination work has changed.
Workflow exceptions
What still needs a person, a better rule, or a safer boundary.
Business value, in your language
Depending on the workflow: inquiries handled, appointments influenced, manual steps removed, messages or documents processed, overdue actions reduced, and other measures your team can actually verify.
Good questions to ask
Practical AI starts with practical boundaries.
Will AI make decisions without our team?
MPR designs workflows around explicit authority boundaries. Human approval can remain in the loop for sensitive messages, documents, decisions, and exceptions.
Do we need to replace our current tools?
Not necessarily. The first step is mapping the work and the systems already in use. MPR prioritizes practical connections and useful improvements before recommending bigger platform changes.
What happens after an automation is built?
Managed AI Operations can include monitoring, exception review, usage oversight, workflow tuning, KPI review, and approved improvements so the system remains useful after launch.
Does MPR replace our staff or professional judgment?
No. The operating model is designed to return attention to the team while people keep judgment, relationships, and the decisions that require professional responsibility.
Can MPR work with a business outside the Triangle?
Yes. MPR has a Raleigh / Research Triangle focus and can also deliver remotely when the workflow, systems, and communication model are a fit.
20-Minute MPR Opportunity Check
Start with one recurring operational issue.
Bring us a recurring operational issue. We will assess the workflow, identify the likely cause, and determine whether automation is worth pursuing.
- Map the workflow and its owners
- Identify likely bottlenecks and handoffs
- Determine whether AI or automation is actually relevant
- Recommend where we would start
The first conversation focuses on the workflow, the business impact, and the next practical decision. If there isn’t a meaningful opportunity, we’ll tell you.
Bring structure to the next decision.
Share the workflow that is costing your team time, attention, or opportunities. Start with the 20-Minute MPR Opportunity Check; if a meaningful opportunity emerges, we’ll explain the next step.