AI & AUTOMATION / WORKFLOW AUTOMATION
Stop moving information
by hand.
MWorks automates repetitive business workflows by connecting the systems you already use — forms, CRM, email, payments, databases, APIs, and internal processes.
Business Websites
From $5,000
A GOOD FIT
When people are doing the integration manually.
If staff repeatedly transfer information, create the same records, send predictable notifications, update multiple systems, or follow the same operational sequence, there may be a workflow worth automating.
01
Copying data between systems
Information is repeatedly moved from website forms, spreadsheets, CRM, email, payments, or other applications.
02
Repetitive record creation
A lead, customer, transaction, appointment, order, or request causes the same records to be created every time.
03
Manual notifications
Someone has to remember to email, message, assign, escalate, or notify another person when an event occurs.
04
Delayed handoffs
Work stalls because one person must manually hand information to the next person or department.
05
Inconsistent processes
Staff complete the same workflow differently, causing missed steps, duplicate records, or incomplete data.
06
Several systems hold one process
The workflow crosses websites, CRM, billing, email, databases, internal tools, or third-party APIs.
AUTOMATION BUILDING BLOCKS
A workflow is more than connecting App A to App B.
Reliable automation needs to know what starts the process, what information is required, which rules apply, what happens when something fails, and where the final result should be stored.
01 / TRIGGERS
Events That Start the Workflow
Form submissions, payments, new orders, CRM changes, scheduled times, incoming messages, database events, or API calls.
02 / DATA
Inputs & Validation
Retrieve the required information, check whether it is complete and valid, normalize formats, and prepare it for the next step.
03 / LOGIC
Rules & Branching
Route the workflow based on values, conditions, status, ownership, business rules, or other deterministic decisions.
04 / INTEGRATIONS
APIs & Webhooks
Exchange information between websites, CRM, billing, communication platforms, databases, SaaS tools, and custom systems.
05 / ACTIONS
Create, Update & Notify
Create records, update fields, send email, generate documents, assign tasks, trigger payments, or call another service.
06 / CONTROL
Errors, Approvals & Logging
Retry failed steps, route exceptions, request human approval, record activity, and make failures visible instead of silent.
BEFORE & AFTER
Remove the handoffs that do not need a person.
Automation does not eliminate the business process. It removes unnecessary manual steps so people spend their time where judgment, communication, and actual work are required.
BEFORE
Manual Workflow
Customer submits a form
Staff reads the email
Staff creates CRM record
Staff copies contact information
Staff assigns the lead
Staff sends acknowledgement
Staff creates follow-up task
AFTER
Connected Workflow
Customer submits a form
Data is validated automatically
CRM record is created
Lead is routed by defined rules
Acknowledgement is sent
Follow-up task is created
Staff receives the ready-to-work lead
OPERATIONAL RELIABILITY
A workflow needs to fail safely.
A successful demo is not enough. Production automation needs to account for bad data, unavailable APIs, duplicate events, permission problems, and unexpected responses.
01
Validation
Check required values and expected formats before sending bad data into downstream systems.
02
Duplicate Protection
Reduce accidental duplicate records or repeated actions when the same event is delivered more than once.
03
Retry & Failure Handling
Retry temporary failures where appropriate and route persistent problems into a visible exception path.
04
Logging
Record important workflow activity so failures, changes, and automated actions can be investigated.
05
Human Escalation
Stop and notify a person when the workflow reaches a case that should not continue automatically.
THE PROCESS
Map it before automating it.
The fastest way to automate the wrong thing is to start building before the actual business process is understood.
Document the Current Workflow
Identify triggers, systems, manual steps, handoffs, rules, outputs, delays, and failure points.
Design the Automated Flow
Define what should be automated, what stays manual, how systems connect, and how exceptions are handled.
Connect & Implement
Configure APIs, webhooks, automation logic, credentials, data transformation, and actions.
Test & Release
Test normal cases, failures, duplicates, exception paths, permissions, and production behavior.
Investment
Workflow Automation
From $3,500
Final pricing depends on the number of systems, workflow branches, integration methods, authentication, data transformation, testing, error handling, and operational risk.
Starting investment
$3,500
Workflow mapping
Included
Rules & branching
Included as scoped
API / webhook work
As scoped
Error handling
Included
Production testing
Included
Third-party fees
Separate
STARTING INVESTMENT
The scope depends on the workflow.
Automation projects are priced around the number of systems,
workflow complexity, data handling, AI requirements, testing, and operational risk.
WORKFLOW AUTOMATION
From $3,500
Best for defined workflows involving forms, CRM, email, payments, APIs, databases, notifications, and business rules.
AI INTEGRATION
From $5,000
Add AI capabilities such as classification, summarization, extraction, drafting, retrieval, or decision support to an existing workflow or application.
AI ASSISTANT / AGENT
From $7,500
Build a controlled AI-powered interface that can retrieve information, assist users, perform approved actions, or participate in business workflows.
PROJECT SCOPE
The complexity is usually in the connections.
Typical workflow project can include
- Workflow mapping
- Form automation
- CRM record creation
- CRM updates
- Email notifications
- Webhooks
- REST API integration
- Payment events
- Database updates
- Conditional logic
- Data transformation
- Approval steps
- Error handling
- Logging
- Production testing
Often scoped separately
- AI interpretation or generation
- Custom application interfaces
- Large data migrations
- Complex ERP integration
- Enterprise identity systems
- Large reporting environments
- Custom dashboards
- Proprietary API development
- Custom mobile applications
- High-volume data pipelines
- Third-party subscriptions
- Ongoing API usage costs
FAQ
Before automating the process.
What systems can you connect?
MWorks can integrate many websites, CRM systems, payment platforms, databases, email services, SaaS applications, and custom systems when they provide a suitable API, webhook, connector, or other supported integration method.
Do you use AI for workflow automation?
Only where it helps. If the workflow can be handled reliably with deterministic rules and integrations, that is usually preferable. AI can be added when the process needs interpretation, extraction, classification, summarization, or similar capabilities.
What happens if an automation fails?
Production workflows can include retry logic, validation, logging, duplicate protection, alerts, and exception handling so failures are visible and can be resolved without silently losing the process.
Can the workflow require approval?
Yes. Human approval can be inserted before selected actions when the process involves judgment, money, sensitive communication, or another decision that should remain under human control.
Do we have to replace our existing software?
Usually not. Workflow automation is often most useful when it connects the tools the business already uses rather than forcing an unnecessary system replacement.
What if we are not sure what should be automated?
That is normal for more involved workflows. MWorks can begin with discovery and process mapping. If the broader technology problem crosses several systems or departments, a Business Technology Assessment may be the better first step.
RELATED SERVICES
Sometimes automation is only one part of the solution.
AI & Automation
AI Integration
Add interpretation, extraction, classification, summarization, or other AI capabilities to an existing workflow.
Explore AI & Automation →
Integrations
System & API Integration
Connect systems directly when the main challenge is reliable data exchange rather than workflow logic.
Explore Integrations →
Custom Software
Business Applications
Build a dedicated interface or application when the process needs more than behind-the-scenes automation.
Explore Custom Software →
AUTOMATE THE WORKFLOW
Show us where the manual work happens.
Walk us through the current process, the systems involved, and where people spend time moving information or repeating predictable steps. We can determine what should be automated and what should remain under human control.