AUTOMOTIVE / REVENUE
FOLLOW UP TODAYDeclined service estimate
Previous estimate · C$780
AI Automation for Businesses
Sell more. Follow up faster.
Run smarter with AI.
Rawdict builds AI automation around the tools and data your business already uses—helping your team recover revenue, convert leads, retain customers and automate repetitive operations.
Specialized inAutomotive•Fitness•Clinics
Also building for Testing & Calibration, Logistics and other workflow-heavy businesses.
RAWDICT / BUSINESS AUTOMATIONDEMO
Opportunity & workflow feed3 actions ready
FITNESS / RETENTION
BUILD RETENTION QUEUEMembers at high churn risk
Attendance + renewal signals
CLINIC / SCHEDULING
START REBOOKINGMissed appointments
Rebooking window still open
SalesLead Follow-upRetentionSchedulingOperationsReporting
What Rawdict Automates
AI for the work that
drives your business.
Start with the business outcome, not the AI feature. Rawdict maps a real workflow, connects the relevant data and automates the repetitive steps around it.
Recover missed opportunities, declined work and unfinished sales activity before the value disappears.
Respond faster, prioritize higher-intent leads and keep follow-up moving without relying on manual reminders.
Detect churn, inactivity or renewal risk early enough for your team to intervene.
Automate appointment reminders, no-show recovery, rebooking and task queues around your business rules.
Reduce repetitive intake, document handling, routing, data entry and internal handoffs.
Turn scattered business data into clear priorities, alerts and next actions your team can understand.
Rawdict Platform
See the signal.
Know the next move.
Rawdict turns scattered business activity into a focused operating view: what needs attention, why it matters and what your team should do next. The interface below is a synthetic product demonstration, not customer data.
Open opportunityC$38.4K46 surfaced records
High priority12needs attention
Due today9staff follow-ups
WorkflowLivehuman approval on
Revenue opportunity queueRanked by urgency + value
HIGH2023 RAV4 · brake work declinedEstimate declined 8 days ago
C$780Follow up today
HIGH2022 F-150 · service overdueUsual service pattern interrupted
C$510Offer appointment
MED2021 Civic · missed appointmentNo completed visit after booking
C$240Rebook
Renewals due132next 30 days
High churn risk19priority members
PT opportunities27review suggested
WorkflowLivemanager review on
Member action queueRanked by timing + behavior
HIGHMember 1042 · attendance down 75%Previously trained 4× / week
11 daysto renewal
HIGHMember 0871 · renewal approachingLow visits + unresolved freeze inquiry
8 daysRetention call
MEDLead 0318 · trial completedAssessment complete, no membership
2 daysSales follow-up
Follow-ups due28administrative only
No-shows11rebooking candidates
Open inquiries17unfinished follow-up
WorkflowLivefront-desk review on
Appointment recovery queueNon-clinical workflow
HIGHMissed appointment · follow-up incompleteRebooking window still open
₹3,500Rebooking call
HIGHConsultation inquiry · no responseInbound inquiry 19 hours ago
19 hrsFront desk
MEDRoutine recall dueClinic-defined recall rule matched
TodayReview queue
Industry Solutions
Built for your industry.
Not a generic AI tool.
Rawdict can automate workflows across industries. Our deepest current specialization is in Automotive, Fitness and Clinics, with Testing/Calibration and Logistics also available.
01 / AUTOMOTIVE
Revenue Systems
Find missed service and sales revenue inside existing customer data, then give staff the next best action.
- Declined service recovery
- Dormant customer reactivation
- Missed appointment recovery
- Lead prioritization
02 / GYMS & FITNESS
Retention & Revenue Systems
Detect churn risk, renewal opportunities, personal-training potential and dormant leads before staff miss them.
- Churn-risk signals
- Renewal recovery
- PT opportunities
- Lead reactivation
03 / CLINICS
Appointment & Revenue Systems
Automate non-clinical follow-up around appointments, no-shows, inquiries and rebooking without replacing medical judgment.
- No-show recovery
- Patient reactivation
- Inquiry follow-up
- Rebooking workflows
04 / TESTING & CALIBRATION
Operations Intelligence
Structure field-planning, scope, standards and technician workflows around complex operational data.
- Job planning
- Exception detection
- Resource matching
- Human review
05 / LOGISTICS & FREIGHT
Workflow Automation
Turn quote requests, documents and repetitive follow-up into structured, trackable operational workflows.
- RFQ intake
- Document extraction
- Follow-up queues
- Operations handoff
YOUR BUSINESSHave a workflow your team repeats every day?
Show it to Rawdict →Works With Your Stack
Keep the systems you use.
Add the intelligence between them.
Rawdict is designed as an automation layer around existing business software. Connection methods depend on the systems you use, available APIs, exports and the permissions your organization provides.
YOUR EXISTING SYSTEMS
CRM / DMS
Booking systems
Email & messaging
RAWDICTAutomation &
decision layerConnect · understand · prioritize · automate
decision layerConnect · understand · prioritize · automate
BUSINESS ACTIONS
Priority queuesWho needs attention now
Automated workflowsFollow-up, routing, reminders
Outcome trackingWhat happened next
Customer, lead, service and sales records.
Appointments, attendance, schedules and no-shows.
Follow-up status and communication workflows.
Operational data that still lives outside core systems.
Structured records supplied through approved access.
System-to-system connections where supported.
Specific integrations are assessed during discovery. Rawdict does not claim native support for every third-party platform.
How Rawdict Works
Connect your tools.
Automate the right work.
Rawdict is designed to work around your existing business systems. Start with one workflow, connect the relevant data and automate only the steps that create clear value.
CRMDMSBOOKINGFORMSSPREADSHEETSEMAIL→ RAWDICT
Connect
Use the CRM, DMS, booking system, forms, spreadsheets or operational data your team already works with.
Understand
Rawdict interprets the workflow and looks for the business signals that matter in your industry.
Prioritize
Customers, leads, tasks or exceptions are ranked by value, urgency and the rules you define.
Automate
Trigger follow-up, routing, reminders or human-reviewed actions without rebuilding your entire software stack.
Measure
Track what happened next so the system is judged by business outcomes, not just AI activity.
Control & Data
Automation with
clear boundaries.
Rawdict is built around specific business workflows. Access, automation scope and human review points should be defined before a system is put into operation.
Human approval
Keep people in the loop before sensitive outreach, record changes or downstream actions.
Use only what the workflow needs
Scope connections to the fields, exports and systems required for the automation being built.
Explain the priority
Surface the business signals behind a recommendation instead of presenting a black-box score.
Defined automation boundaries
Decide which steps can run automatically and which steps always require staff review.
No rip-and-replace requirement
Design around approved access to the tools your team already uses where technically supported.
Clinical decisions stay clinical
Clinic workflows remain administrative. Rawdict does not diagnose, prescribe or recommend treatment.
Security, privacy and integration requirements vary by client and system. Any production deployment should be reviewed against the organization’s own technical, legal and compliance requirements.
ROI Explorer
Estimate the size
of the opportunity.
Use your own assumptions to see why a focused workflow can matter. The calculator is illustrative and does not guarantee financial results.
Estimated monthly opportunityC$81,000
Potential monthly recoveryC$16,200
Illustrative annual potentialC$194,400
Book a DemoEstimate only. Actual outcomes depend on data quality, workflow design, staff execution and market conditions. Clinic examples cover non-clinical operations only.Illustrative business feedback
The problems businesses keep running into.
Representative examples of the workflow problems Rawdict is designed to address across industries.
01Canada
“Our biggest problem isn’t getting more leads. It’s following up with the opportunities we already have before they go cold.”
02United Kingdom
“We usually notice a member is leaving after they have already stopped showing up. We need the warning earlier.”
03Australia
“No-shows and unfinished follow-ups create more work for the front desk than most people realize.”
04United States
“Automation only helps if it works with our current systems. We do not want another disconnected tool for the team to manage.”
Why Rawdict
Built to improve the workflow.
Not replace your business.
Rawdict is designed to fit around existing systems, automate clearly defined work and keep important decisions under human control.
Fits around your current process
Start with the software and workflow you already use instead of replacing your entire operating stack.
Human control where it matters
Critical actions can require review before outreach, record changes or downstream execution.
Clear reasons behind every priority
The system should show why an opportunity or task was surfaced instead of hiding it behind a vague AI score.
Common Questions
Before we build anything.
Rawdict starts with the workflow and the business outcome. These are the questions we expect serious buyers to ask first.
What does Rawdict actually build?
Focused AI automation around a real business workflow—for example revenue recovery, lead follow-up, retention, appointment recovery, document handling or operational prioritization.
Do we need to replace our CRM, DMS or booking system?
Usually no. Rawdict is designed to work around existing systems using approved APIs, exports, databases, forms or other available connection methods. Feasibility depends on the software you use.
Which industries does Rawdict work with?
Rawdict currently specializes in Automotive, Fitness and Clinics, with solutions also available for Testing/Calibration, Logistics and other workflow-heavy businesses.
What happens in a demo?
You describe one workflow that is costing time or revenue. We map the data, decisions and actions involved, then prepare a focused demonstration using non-sensitive or sample data.
Does Rawdict make medical decisions for clinics?
No. Clinic use cases are limited to administrative and operational workflows such as scheduling, no-show recovery, inquiry follow-up and rebooking. Clinical judgment remains with qualified professionals.
How is pricing determined?
Pricing depends on the workflow, integration complexity, number of systems involved and ongoing automation requirements. Scope is discussed after the use case is understood.
Book a Demo
See what Rawdict can automate
inside your business.
Bring us one sales, follow-up, retention, scheduling or operations workflow. We’ll review how it works today, identify the highest-value automation points and prepare a focused demonstration around the opportunity.