Proposal · Phase 1 · April 2026

Lead Intelligence
& Qualification
Automation

An integrated pipeline that enriches every inbound lead, scores it by context depth, and equips the sales team with structured intelligence — before the first conversation begins.

View Next Actions → Read the Solution

Current State — Baseline Metrics

Monthly inbound leads~1,000

Contact rate10–15%

Leads scored on entryNone

Lead enrichment on intakeNone

Context available before first callMinimal

Website lead conversion rate~20%

02 Executive Summary

What this engagement delivers

Phase 1 addresses key gaps in the current sales intake process through a targeted lead intelligence pipeline integrated with existing tools — Pipedrive, PandaDoc, and third-party enrichment services.

⚡

Structured lead qualification

Every inbound lead is tagged by source and scored by context depth on entry. Sales representatives open Pipedrive with a clear, structured view of their queue — enabling informed prioritisation without manual assessment of each record.

🧠

Dual-point lead enrichment

Leads are enriched at two distinct points: immediately on deal creation via a third-party data provider, and through an AI-guided qualification form sent to the lead. Both sources write directly to Pipedrive custom fields.

📋

Sales team context before first contact

When the qualification form is completed, the representative is immediately notified with a structured context summary — mission type, environment, compliance requirements, budget range, and team size — making the first call significantly more targeted.

📊

Tracking within Pipedrive

All engagement data — qualification links sent, links clicked, forms submitted, and rep notifications — is written back to Pipedrive as structured activities. No new platform is required for Phase 1 tracking. The data accumulated here forms the foundation for the potential Phase 2 dashboard.

03 Problem Statement

Where the current process falls short

A structured review of the inbound sales workflow identifies several areas where the absence of automation creates friction for the sales team and reduces overall lead conversion efficiency.

01 · Qualification

No priority signal on intake

All inbound leads enter Pipedrive without a scoring or tagging mechanism. Representatives apply individual judgement to determine contact order, resulting in inconsistent prioritisation across the team and no measurable basis for improvement.

No scoring · no measurable prioritisation baseline

02 · Context depth

Limited information at point of contact

The initial capture form is deliberately minimal to preserve conversion volume. As a result, representatives enter first calls with name, email, and very limited information — requiring multiple follow-up interactions before sufficient context exists to advance the opportunity.

Mission, budget, and compliance unknown at first call

03 · Enrichment

No company data appended to records

Pipedrive records are created with only form-submitted fields. No organisational data, industry classification, company size, or public profile information is appended automatically. Representatives have no external context when reviewing new leads.

No firmographic differentiation between leads

04 · Reachability

Low inbound contact rate

Approximately 10–15% of inbound leads are reached via phone. A portion of outbound calls are flagged as potential spam by carrier networks, further reducing first-contact rates. High-intent leads may disengage before a conversation is established.

~850 leads/month without a first conversation

05 · Proposal context

No structured context carried into proposals

When building a proposal in PandaDoc, representatives work from memory and notes rather than a structured profile. Mission requirements, operating environment, compliance constraints, and budget context must be recalled or re-gathered rather than referenced from the CRM.

Proposal quality depends on rep recall, not structured data

06 · Distribution

Manual lead assignment process

Lead distribution requires daily manual intervention — verifying duplicates, returning customer status, and prior account manager relationships before performing round-robin allocation. This process is time-intensive and susceptible to data inconsistencies.

Daily manual process · susceptible to human error

04 Assumptions

Conditions this proposal is built on

The following assumptions define the scope, timeline, and commercial boundaries of Phase 1.

Pipedrive is the primary CRM and will remain so. No platform migration is planned or required.

PandaDoc is the quoting tool. Existing template structures are preserved. Phase 1 does not automate proposal creation — this is scoped for Phase 2.

The AI qualification form will be sent to leads via email following initial form submission, to capture detailed requirements without adding friction to the website entry point.

A third-party enrichment tool (Apollo) will be used for lead enrichment. DSLRPros already has an Apollo subscription. The subscription cost is separate from this engagement fee.

The existing website lead form will not be modified in Phase 1. It remains a minimal-friction entry point.

The qualification form field list (6 questions) will be approved by the DSLRPros team prior to build commencing.

Pipedrive credentials will be shared by the DSLRPros team to enable integration development.

All existing Pipedrive pipeline stages and deal structures remain unchanged. Phase 1 adds fields and activities; it does not restructure existing data.

05 Solution Approach

A six-stage qualification pipeline

Each stage is designed to add a layer of structured intelligence to the lead record, so that by the time a representative makes first contact, the deal in Pipedrive reflects a meaningful profile rather than a name and email.

Lead intake — any source

All inbound channels route through a unified capture endpoint. Source is detected and tagged automatically — website form, Meta/Facebook, AI configurator, inbound call, or chat. The existing website form is not modified.

trigger point

Confirmation email with qualification link

An automated confirmation email (and SMS where a phone number is present) is sent immediately. It contains a link to the optional AI qualification form. Source-aware logic adjusts message tone and timing by channel.

automated · immediate

If the form is not completed within 48 hours, the representative is notified with enrichment data only. The lead remains at context_score: LOW for manual qualification.

Enrichment Point 1 — third-party data

On deal creation, the enrichment API is invoked. Company name, industry, organisational size, LinkedIn URL, and company description are appended to the Pipedrive record as structured custom fields. Fallback handling applies when no match is returned.

enrich point 1 · automatic

Enrichment Point 2 — qualification form

When the lead completes the qualification form, six structured fields are written to Pipedrive: mission type, operating environment, compliance requirements, budget range, team size, and current vendor. The deal is tagged high_intent: true and context score is updated.

enrich point 2 · intent signal

Representative notification

The lead owner receives an immediate notification — via Pipedrive activity and optionally Google Chat — containing the enrichment summary, qualification answers, and context score. Notification content is differentiated by score level.

rep notification · context summary

Tracking — links sent, clicked, submitted

All engagement events — qualification link sent, link clicked, form submitted, rep notified — are written back to Pipedrive as structured activities on the deal. No separate platform is required. This data becomes the foundation for a potential Phase 2 dashboard.

pipedrive-native · phase 2 foundation

↳ Pipedrive Deal Panel

What the rep sees — inside Pipedrive

The nine custom fields written by Phase 1 are surfaced directly on the deal panel. No new tool. No context-switching. The rep opens a deal and the intelligence is already there.

New Lead

Qualified

Proposal Sent

Negotiation

Closed Won

🔔

Lead context updated — qualification form completed

Mission profile, budget range, and compliance requirements now available. Context score elevated to HIGH. Rep recommended to prioritise first contact.

Activity Timeline

Qualification form completed

Lead submitted AI qualification form. 6 fields written to deal. context_score updated to HIGH.

2 hours ago

Apollo enrichment completed

Company data appended: PrecisionAg Solutions · Agriculture · 11–50 employees · linkedin.com/company/precisionag

2 hours ago

Qualification link clicked

Lead opened the qualification form link from confirmation email.

3 hours ago

Qualification link sent

Confirmation email + SMS dispatched with qualification form link.

3 hours ago

Deal created

Lead captured via website form. Source tagged: configurator.

3 hours ago

Intelligence Fields

Context Score

HIGH ● Qualified

LOWMEDHIGH

Lead Source

AI ConfiguratorConfigurator

High Intent

YesConfirmed

Mission Type

Crop mapping & survey

Environment

Rural / open land

Compliance Req.

FAA Part 107Regulated

Budget Range

$10,000 – $50,000

Organisation Size

Small team · 2–10

07 User Journey

Two perspectives, one system

Lead journey

Representative journey

Step 1

Submits initial form

Lead completes the 4-field website form or arrives via the AI configurator. Minimal friction preserved. No change to existing form.

System capture

Step 2

Receives confirmation

Immediately receives a branded confirmation email and optional SMS, containing a link to the optional qualification form.

Automated · <60s

Step 3

Completes qualification form

6 questions covering mission, environment, budget, compliance, team size, and current vendor. ~90 seconds. Entirely optional.

Optional · self-serve

Step 4

Contacted by a rep

The representative has full context before calling. The conversation begins at a more advanced stage — no introductory qualification required.

Context-aware first call

Step 1

Opens Pipedrive queue

The representative sees leads tagged by source and marked by context score. High-intent leads are identifiable at a glance — no need to open each record to assess priority.

Tagged · no manual sort

Step 2

Reviews enriched deal record

Opening a deal shows company data from the enrichment provider, qualification answers, mission profile, and the full activity timeline — all pre-populated without any rep data entry.

Pre-populated · no data entry

Step 3

Makes first contact

With context already available, the representative can address the lead's specific mission, environment, and budget in the opening conversation rather than spending time gathering basic qualification information.

Informed · targeted

Step 4

Prepares for proposal

The structured context in Pipedrive — mission type, compliance requirements, budget range, team size — means the representative has everything needed to build an accurate, targeted proposal without re-qualifying.

Sales team context-ready

08 Roadmap

Phase 1 & Future Opportunities

Phase 1 is scoped and ready to start development. Phases 2 and 3 are potential future expansions that build on the work from Phase 1.

Phase 1 · Active

Lead Intelligence & Qualification

Two-step lead capture pipeline
Apollo enrichment on intake
AI qualification form with Pipedrive write-back
Context scoring — HIGH / MEDIUM / LOW
Source-aware email + SMS confirmation
Representative notification system
Tracking within Pipedrive — links sent, clicked, submitted
AI Configurator — built fresh, sent via email

Phase 2

Operations & Proposal Automation

Automated duplicate detection and record merge
Rules-based round-robin lead assignment
Returning customer detection and routing
Source-differentiated contact strategies
AI proposal generation — PandaDoc draft creation
Full KPI dashboard — conversion, velocity, source quality

Phase 3

Revenue Capture & Self-Service

Customer self-checkout on approved quotes
Quote approval → QuickBooks PO automation
Payment terms engine (net-30 / net-60)
Returning customer portal with order history
Purchasing director PO submission automation

↳ Phase 1 Delivery Timeline

Week 1 · Foundation

Capture backend + Pipedrive field structure

POST /api/capture-lead endpoint deployed
9 Pipedrive custom fields created via API
Source detection and tagging logic implemented
Apollo enrichment integration wired

Week 1–2 · Qualification layer

Email flow + AI qualification form + Pipedrive write-back

Source-aware confirmation email and SMS dispatching
AI qualification form built and styled
Form completion → PATCH /v1/deals/:id → custom fields + high_intent tag
48-hour fallback logic — rep notification with enrichment data only

Week 2 · AI Configurator

Fresh build — 5-step AI quiz, sent via email

Configurator rebuilt fresh — mission, environment, compliance, budget, team size
Configurator link included in confirmation email
Submission writes all fields to Pipedrive in one API call
High-intent tag applied immediately on configurator completion

Week 2–3 · Notifications, tracking + handover

Go-live and team enablement

Representative notification system live — Pipedrive activity + optional Google Chat
Tracking view configured in Pipedrive — links sent / clicked / submitted
End-to-end testing across all lead entry paths
Sales team walkthrough session and documentation handover

09 Out of Scope

Phase 1 — Not in Scope

The following items are excluded from Phase 1 scope. Items marked Phase 2 or Phase 3 are potential scope in future developments.

Automated duplicate detection and record merge logic

Rules-based round-robin lead assignment automation

Returning customer detection and prior account manager routing

Source-differentiated contact strategy automation

AI proposal generation and PandaDoc draft creation

Full KPI reporting dashboard

Customer self-checkout on approved quotes

QuickBooks PO creation automation

Returning customer portal

Modification to the existing website lead form

Resolution of outbound call spam-likely classification

Standalone reporting platform or external BI tool

10 Team Structure

Delivery team

A dedicated cross-functional team with clear role ownership. Partial roles are engaged proportionally across the delivery period.

Full-Stack Engineer

Backend + frontend

Lead capture pipeline, Pipedrive integration, enrichment API wiring, email/SMS system, and qualification form frontend.

Full engagement

AI Engineer

AI systems

AI configurator build, qualification form logic, context scoring engine, and Pipedrive custom field write-back architecture.

Full engagement

QA Engineer

Quality assurance

End-to-end testing across all lead entry paths, Pipedrive field validation, and pre-handover sign-off.

Partial engagement

DevOps Engineer

Infrastructure

Deployment pipeline, environment configuration, API security, and production monitoring setup for Phase 1 infrastructure.

Partial engagement

11 Investment

Phase 1 development cost

A single fixed cost covering all build, integration, testing, and handover deliverables. No hourly billing.

Phase 1 fixed development cost · 3-week delivery

USD 9,450

Third-party tool costs — Apollo enrichment subscription and email/SMS infrastructure — are operational costs borne directly by DSLRPros and are not included in the development cost above.

Any modifications to scope during the engagement will be assessed and agreed in writing before additional work commences.

12 Next Action Items

What happens next

Three client actions and the build commences. Everything else is owned by Global Nodes AI.

DSLRPros · Day 1

Share Pipedrive API credentials

Admin API token from Pipedrive Settings → Personal Preferences → API. Send securely to the engineering lead. This is the single blocker on all integration work.

→ Blocks all build work · required Day 1

DSLRPros Team · Day 2

Confirm qualification form fields

The sales team confirms the 6 questions the AI qualification form will capture from leads. This list requires sign-off from the DSLRPros team before the form build begins.

→ Blocks form build · required Day 2

DSLRPros · Day 3

Provide Apollo API key

Share the Apollo API key with the engineering team. DSLRPros already has an active Apollo subscription. Subscription cost is separate from this engagement.

→ Blocks enrichment integration · required Day 3

Global Nodes AI · Day 1

Build commences immediately

The engineering team proceeds across all Phase 1 workstreams in parallel from day one — capture backend, Pipedrive field structure, enrichment integration, and email flow running concurrently.

→ Engineering team · all workstreams

Global Nodes AI · Day 7

Mid-point review session

A working demonstration of the capture-to-enrichment pipeline is presented to DSLRPros stakeholders. This session confirms the qualification form fields, notification content, and Pipedrive panel view before the final build is completed.

→ Global Nodes team · DSLRPros stakeholders

Global Nodes AI · Week 3

Go-live and sales team handover

End-to-end testing across all lead entry paths. Live walkthrough session with the sales team. Written documentation covering the full workflow, Pipedrive field definitions, and escalation contacts.

→ Full team · go-live confirmed

Lead Intelligence& QualificationAutomation

What this engagement delivers

Where the current process falls short

Conditions this proposal is built on

A six-stage qualification pipeline

How the systems connect

What the rep sees — inside Pipedrive

Two perspectives, one system

Phase 1 & Future Opportunities

Phase 1 — Not in Scope

Delivery team

Phase 1 development cost

What happens next

Lead Intelligence
& Qualification
Automation