LEAD AUTOMATION SYSTEM

Automate the work that slows your business down.

An interactive lead-automation system that validates, checks duplicates, qualifies opportunities, creates CRM records, drafts follow-up, and routes high-intent leads to sales.

Run a lead through it ↓

AI qualification CRM workflow API-ready Responsive UI

automation/live SYSTEM HEALTHY

01LeadCaptured

02AIQualified

03CRMCreated

04SalesAlerted

07:42:13lead.received200 OK

07:42:14ai.qualificationscore: 92

07:42:15crm.contact.createsuccess

07:42:15sales.notifysent

HOT LEAD92/100Immediate intent

✦

AUTOMATIONFollow-up generated

CONNECTED WORKFLOWFrom lead capture to sales handoff in one system.

01FrontendResponsive product UI

02AutomationMulti-step workflow

03AIQualification logic

04CRMOperational dashboard

05UXVisible system state

CLIENT SCENARIO

A realistic lead-ops brief, translated into a working system.

The numbers below are modeled inputs for this demonstration—not invented client performance claims.

01 · CURRENT STATE500 inbound leads / month

Staff manually validates inquiries, enters CRM data, prepares follow-up and alerts sales.

8 min / lead · ~67 hrs repetitive handling

02 · AUTOMATED SYSTEMOne observable workflow

Capture → validation → server qualification → CRM upsert → follow-up → sales routing.

Every decision remains inspectable

03 · OPERATIONAL OUTCOMEPeople handle exceptions, not copying

Routine processing is mapped for automation while low-confidence and failed actions retain human review paths.

Modeled impact, not a fabricated ROI claim

WORKFLOW

From raw inquiry to sales-ready lead.

Every stage exposes what happened instead of hiding the automation behind a spinner.

↳

Capture

Collect a lead from a form, ad, chat, or webhook.

✓

Validate

Normalize required fields and reject incomplete data.

✦

Qualify

Score budget, urgency, fit, and buying intent.

⌘

Route

Create CRM data, follow-up, and sales notification.

LIVE EXPERIENCE

Submit a lead. Watch the automation execute.

Run a lead through the complete qualification flow, then inspect the resulting CRM record.

SERVER-BACKED QUALIFICATIONPOST /api/qualify · deterministic scoring · browser fallback available

ready

Incoming leadTry the Sarah / Acme Dental example or enter your own.

Name Company

Budget Timeline

What do you need?

No account required. Your test entries remain available during this browser session.

Workflow execution

READY

Waiting for a lead0.0s

ValidateCheck required fields and normalize input

Waiting

Duplicate CheckCompare with existing CRM contacts

Waiting

AI QualificationAnalyze intent, budget fit and urgency

Waiting

CRM RecordCreate or update the lead record

Waiting

Follow-up GeneratedDraft personalized next-step message

Waiting

Sales NotificationRoute based on lead temperature

Waiting

EVENT STREAM0 events

Run the workflow to inspect live events.

ROI CALCULATOR

How much repetitive work could automation remove?

Estimate the operational time and labor currently tied up in manual lead handling.

Leads per month

leads

Manual minutes per lead

min

Hourly labor cost

$/hr

POTENTIAL MONTHLY IMPACT

67hours/month
potentially automated

Estimated manual cost$1,005/month

Manual workload67h

0–160h scale

Labor spend$1,005

$0–$2,500 scale

Estimate assumes the entered manual handling time is fully automatable. Real savings depend on workflow design and exceptions.

AUTOMATION BLUEPRINT

Describe the manual process. Get a suggested workflow.

Describe a manual lead process and turn it into a structured automation sequence.

Describe your process

Suggested automationReady

EDIT WORKFLOWSelect a step to configure it

Designed to remove manual data entry while preserving a sales handoff for qualified leads.

ARCHITECTURE

An event-driven workflow built around real integration patterns.

Webhook intake, qualification logic, CRM synchronization and outbound actions remain cleanly separated and extensible.

TRIGGERSMeta · Web Form · ChatWebhook / form submission

POST →

ORCHESTRATIONn8n / API LayerValidation · retries · workflow state

JSON →

AIOpenAIStructured qualification

RULESScoringDeterministic guardrails

UPSERT →

ACTIONSCRM · Email · SlackRecord · follow-up · alert

n8nOpenAI APIHubSpot / PipedriveWebhooksJavaScriptREST APIsPostgres / Supabase

ADAPT THE STACKSame workflow, different client tools.

Switch the source, CRM and notification channel to see how the implementation adapts without changing the core orchestration.

Lead source CRM Notification

Meta Lead Ads→Validation + Qualification→HubSpot→Slack

01 · INTAKEWebhook validation

Normalize payloads, validate required fields and attach an idempotency key before orchestration.

02 · DECISIONStructured qualification

Combine structured model output with deterministic score thresholds and routing guardrails.

03 · DATACRM upsert

Deduplicate identities, create or update the contact, then preserve workflow state against the CRM record.

04 · DELIVERYResilient handoff

Queue follow-up and sales alerts with retry handling while credentials remain server-side.

RELIABILITY LABTest how the system handles failure.

Production automations need retries, fallbacks and human-review paths—not only happy-path demos.

system.readySelect an edge case to inspect the recovery path.

UNDER THE HOODInspect the API contract and production safeguards＋

REQUEST

POST /api/qualify
{
  "name": "Sarah",
  "company": "Acme Dental",
  "budget": 5000,
  "timeline": "asap"
}

RESPONSE

{
  "ok": true,
  "qualification": {
    "score": 92,
    "status": "hot"
  },
  "traceId": "..."
}

PRODUCTION GUARDS✓ server-side validation✓ no-store API responses✓ structured JSON contract✓ deterministic fallback✓ retry / review architecture

IMPLEMENTATION SCOPE

One connected system across workflow automation, CRM operations and intelligent qualification.

The workflow is visible from end to end: capture a lead, observe each operation, review the qualification decision, and inspect the resulting CRM record.

01 Frontend product experience 02 Automation workflow design 03 AI qualification logic 04 CRM data modeling 05 Conversion-focused UX

CONNECTED OPERATIONS

Have a manual lead workflow? Map the automation before you build it.

Describe the process, shape the workflow, then run the live qualification path and inspect the resulting CRM record.

Map your workflow ↗ Run live workflow