01 · DISCOVER
Map the real workflow
Identify where requests arrive, who handles them, which system holds the official record and where work slows down.
Easy onboarding · Practical integrations
Automation that fits the way your business already works.
Keep the programs your team knows. MDJ AI maps your current workflow, connects the right systems, tests the handoffs and launches a focused automation without forcing a complete technology replacement.
Start with your current toolsWe document what already works before recommending any change.
Connect only what is usefulIntegrations are selected around the workflow—not added for their own sake.
Launch in manageable stepsYour team reviews the process and keeps control of exceptions and approvals.
A clear five-step rollout
From current workflow to a working pilot
Onboarding is designed to reduce disruption and make each connection understandable before it becomes part of daily operations.
02 · VERIFY
Confirm integration options
Review available APIs, approved connectors, access requirements and limitations for the exact software involved.
03 · CONNECT
Build a useful first path
Connect only the information needed for the pilot and preserve the existing system as the source of truth.
04 · TEST
Run realistic scenarios
Test normal requests, errors, duplicates, opt-outs and staff takeover before customers depend on the workflow.
05 · LAUNCH
Train, monitor and improve
Your team confirms the handoff, receives simple guidance and starts with a measured rollout.
Built around your operation
Common systems we can evaluate
Compatibility depends on the specific product, plan and permissions. We verify the actual integration path before making a commitment.
CRM & field-service tools
Move qualified inquiries, customer details and status updates into the system your office already treats as authoritative.
Phone, text & email
Coordinate approved messages, missed-call responses and follow-up while preserving consent and staff visibility.
Calendars & scheduling
Use existing availability rules to support booking requests, confirmations and reminders without replacing dispatch judgment.
Accounting & invoicing
Prepare reviewed drafts, track payment status and organize records while keeping financial approval with your team.
Website forms & lead sources
Capture inquiries consistently and route the right details into your tracker, CRM or notification workflow.
Documents & reporting
Create repeatable documents, collect signatures and keep dashboards current using controlled templates and verified data.
No blanket compatibility promises. “Integrates with most software” means we can evaluate common connection methods and practical alternatives. We confirm the exact product, subscription level, API or connector availability, security requirements and data ownership before building.
Integration-readiness questionnaire
Show us what your team uses today.
This short assessment gives us enough context to recommend a sensible first workflow without asking you to redesign the entire business.
- Takes about five minutes
- No passwords or credentials requested
- No obligation to replace existing software
- Reviewed by a person before any recommendation
Prefer to talk through your current setup?
We can map one workflow together and identify what can connect, what should stay unchanged and what requires a person’s approval.