Qualified lead to proposal
A sales-ready inquiry is scored against agreed criteria, routed into the CRM and offered a meeting. The salesperson approves the scoped proposal before it is sent.
SYSTEM 01 / Sales & Customer
From first response to lasting relationships.
AI Sales & Customer Lifecycle Automation
Connect response, qualification, conversion and ongoing customer relationships in one controlled lifecycle.
Illustrative workflowZN / SALES
Understanding
IntentRequest a quote
Next actionQualify & route
CRMMEETINGPROPOSAL
New lead01 / 07
Example, not client data
01 / THE MANUAL WORK
Opportunities and customer requests stall between conversations.
Sales and service teams repeat lookups, chase next steps and rebuild customer context across channels. A connected lifecycle keeps each opportunity and inquiry assigned, recorded and moving.
- 01Slow lead response↗
- 02Missed follow-ups↗
- 03Fragmented customer support↗
- 04Renewals left too late↗
Ownership boundary: Marketing creates demand before sales handoff. Operations delivers the work after close. Finance owns invoicing and payments.
02 / WORKFLOW DEMONSTRATION
One trigger. A connected sequence.
The actual rules, approvals and integrations are designed around your operation.
END-TO-END / AI Sales & Customer Lifecycle Automation
- 01Sales-ready lead→
- 02Response→
- 03Qualification→
- 04Follow-up→
- 05Meeting→
- 06Proposal / quote→
- 07Close→
- 08Customer support→
- 09Renewal / retention
03 / AUTOMATION PROJECTS
The work we can take off your hands.
Custom workflows for this business function, with clear ownership and controlled exceptions.
- 01
Instant lead response; qualification, scoring and routing
↗ - 02
Sales follow-up and appointment booking
↗ - 03
CRM updates and pipeline automation
↗ - 04
Sales call and message intelligence
↗ - 05
Quote generation, proposal and closing workflows
↗ - 06
AI phone customer service and website/chat support
↗ - 07
WhatsApp communication and email customer support
↗ - 08
Inquiry handling, ticket/issue routing and complaint detection
↗ - 09
Human escalation with conversation context
↗ - 10
Renewals, retention, upsell and referral workflows
↗
Real project examples
Illustrative implementation scopes, not client case studies.
Customer inquiry to resolution
An AI phone or WhatsApp assistant retrieves approved customer context, answers supported questions and routes complaints or uncertain answers to a person.
Renewal readiness
Account dates and relationship signals create renewal tasks, approved outreach and potential upsell or referral opportunities.
04 / SYSTEM ARCHITECTURE
Intelligence inside a dependable system.
A governed path from the business event to the approved system update.
01Business event→
02AI understands→
03Rules / approval→
04System action→
05Recorded result→
APIs and webhooks connect your existing software. Validated records, explicit permissions and exception routes support every action.
05 / CONTROL MODEL
Different work. The right kind of control.
AI where context matters
Interpret lead intent, summarize sales calls and classify customer inquiries.
↗Workflows where certainty matters
Enforce routing, qualification thresholds, calendar availability, CRM writes and renewal dates.
↗People where judgment matters
Approve quote terms, sensitive customer remedies and uncertain support answers.
↗06 / BUSINESS IMPACT
Better economics. More dependable work.
Success is measured against your current process and agreed operating goals.
More revenue
Keep qualified opportunities moving through follow-up, meetings and approved proposals.
Better customer response
Answer supported questions across channels and escalate exceptions with context.
Cleaner pipeline
Record qualification, conversation history and stage changes as they happen.
Stronger retention
Act on renewal dates, customer concerns and relationship opportunities.
07 / HOW WE IMPLEMENT
From operating problem to working solution.
- 01
Audit
Map the current process, systems, constraints and owners.
- 02
Prioritize
Compare business value, feasibility and risk.
- 03
Design
Define triggers, rules, AI tasks, approvals and handoffs.
- 04
Build
Connect existing systems with controlled integrations.
- 05
Test
Validate real scenarios, edge cases and recovery paths.
- 06
Launch
Release with training, documentation and monitoring.
- 07
Optimize
Review outcomes and improve the next cycle.
08 / INTEGRATIONS
Connect the software already carrying the work.
Compatibility depends on APIs, permissions and data quality. Tool names describe implementation options, not partnerships.
n8nOpenAI APICRM systemsGoogle WorkspaceWhatsApp APITelnyx / TwilioAPIs / webhooksPostgreSQL / Supabase
09 / FAQ
Before the work goes live.
Where does marketing hand over?
When a lead meets the agreed sales-ready criteria, Sales receives the record, source, consent and conversation context. Pre-sales nurture remains in Marketing.
Does support automation replace people?
Routine inquiries use approved information. Complaints, unsupported questions and requests for a person escalate with full context.
Who approves quotes?
Authorized salespeople approve scope and commercial terms before a proposal commits the business.
NEXT / YOUR SALES & CUSTOMER
Where is your business
still running manually?
We’ll map the process and identify where AI automation can create the most value.
Get an AI Automation Audit