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COMMERCIAL SERVICES & WORKFLOW ARCHITECTURE

Lead Qualification & Pipeline Intake Automation

We engineer complete lead intake workflows—capturing enquiries from web forms and email, normalizing unstructured briefs into validated records, scoring ICP fit, and synchronizing clean data into your CRM and booking tools.

WHAT WE DELIVER

Complete Intake Workflows—Not Standalone Chatbots

Every engagement is scoped around the full journey of an inbound enquiry from first message or form submission to a verified, actionable record in your sales system.

Core Capability 01

Website Form, Webhook & Inbound Email Intake

Inbound enquiries arrive across landing pages, multi-step forms, and sales inboxes as unstructured free-text briefs.

Key Capabilities & Deliverables:
  • Ingestion from Next.js/React forms, Webflow, Typeform, Tally, webhooks, and inbound sales mailboxes
  • Structured LLM-assisted extraction of service scope, retainer budget, company size, and timeline into strict JSON schemas
  • Automated, polite clarification prompts when mandatory qualification fields are missing
  • Designed for B2B marketing agencies and SaaS teams (5–30 staff)
Core Capability 02

Data Validation, Deduplication & Configurable ICP Scoring

Account executives lose hours on unverified contacts, duplicate submissions, or prospects outside your target budget and ICP.

Key Capabilities & Deliverables:
  • Corporate email domain verification and conflict detection between form fields and free-text notes
  • Transparent, configurable lead scoring combining explicit rule weights with AI intent classification
  • Idempotent deduplication keys so repeat submissions update existing CRM contacts rather than creating duplicates
  • Clear qualification explanations attached to every scored lead
Core Capability 03

CRM Synchronization & Calendly Booking Handoffs

Raw form-to-CRM zaps dump messy notes into your pipeline or expose discovery calendars to unqualified leads.

Key Capabilities & Deliverables:
  • Structured Contact, Company, and Deal synchronization with HubSpot, Salesforce, or PostgreSQL/Airtable where supported
  • Qualification-based routing: instant Calendly booking handoffs for high-fit leads and nurture paths for lower-tier enquiries
  • Real-time Slack or email deal briefs for account executives
  • Optional verified Stripe payment event synchronization when paid discovery workshops or onboarding retainers apply
Core Capability 04

Workflow Reliability, Error Handling & Custom Backend Engineering

Fragile single-step no-code automations silently fail when an API rate-limits or a prospect enters unexpected input.

Key Capabilities & Deliverables:
  • Schema validation, dead-letter retry queues, and delivery monitoring so inbound leads are never dropped
  • Custom TypeScript / Node.js webhook pipelines and PostgreSQL / Prisma state tracking where standard connectors fall short
  • Collaborative, project-based, or white-label implementation for digital and B2B agencies
HOW THE PIPELINE WORKS

The 8-Stage Lead Intelligence Engine

Every incoming web form or email enquiry passes through eight structured stages—transforming raw inbound submissions into validated, scored opportunities in your CRM.

STAGE 01

Capture

Ingest raw enquiries reliably the moment a prospect reaches out across your active intake channels.

Website contact forms, landing-page webhooks, inbound sales emails, and partner referral submissions.

STAGE 02

Parse

Extract intent, entity details, budget signals, and requirements from unstructured text or multi-turn messages.

Extracts company domain, team size, target service or product tier, project timeline, and monthly budget range.

STAGE 03

Normalize

Transform messy, free-text inputs into a clean, consistent JSON schema ready for downstream business logic.

Standardizes currency values (USD/GBP/EUR), company size brackets, role titles, and service taxonomy.

STAGE 04

Validate

Check contact data, detect missing or conflicting fields, and politely prompt the prospect when critical context is absent.

Verifies corporate email domains, checks for duplicate submissions, and flags missing scope or timeline fields.

STAGE 05

Qualify & Score

Apply configurable, transparent business rules and scoring criteria tailored to your exact qualification thresholds.

Scores ICP fit across company headcount (e.g. 5–30 staff), budget floor, decision-maker authority, and timeline.

STAGE 06

Route

Direct each lead to the right team member, booking flow, or nurture sequence based on its qualification outcome.

Fast-tracks qualified B2B leads to Calendly discovery booking and AE Slack alerts while routing low-fit enquiries to self-serve resources.

STAGE 07

Synchronize

Write structured, deduplicated records into your system of record and link verified calendar or payment events.

Creates or updates Contact, Company, and Deal objects in HubSpot or Salesforce, and syncs Calendly or optional Stripe events.

STAGE 08

Monitor & Handle Failures

Guard against silent lead loss with duplicate protection, retry queues, schema validation, and failure alerts.

Catches CRM API rate-limit errors, logs failed payloads safely, and alerts operations so no qualified inbound lead is dropped.

Forthcoming Golden Demo • Architecture Trace

From Raw Enquiry to Structured Pipeline Record

Below is an illustrative end-to-end trace of how Haskra processes an inbound B2B enquiry—from raw form submission to a validated, scored CRM deal and booking handoff.

pipeline-trace: b2b_inbound_qualification
Illustrative Walkthrough
01. Incoming EnquiryWeb Form + Email
“Hi team — we're a 22-person B2B SaaS company looking to overhaul our paid acquisition and HubSpot attribution before Q3 launch. Monthly retainer budget is $8k–$12k. Can we chat this week?”
02. Normalized RecordJSON Schema
{
  "channel": "web_enquiry_form",
  "company_profile": "B2B SaaS (22 staff)",
  "service_scope": ["Paid Acquisition", "HubSpot Attribution"],
  "monthly_budget_usd": 10000,
  "urgency": "Q3 Launch",
  "work_email_domain": "verified_corporate"
}
03. Validation & Missing Fields
  • Corporate domain verified; no conflicting company size or budget fields.
  • Service need (Demand Gen + HubSpot) matches core agency capabilities.
  • Missing field detected: Target CRM seat count → Flagged for discovery agenda.
04. Qualification Score & Reasons94 / 100 • ICP MATCH
Monthly Retainer ≥ $6k+35 pts
Target Team Size (5–30 staff)+25 pts
Near-term Q3 implementation+20 pts
Verified decision-maker email+14 pts
05. Routing Decision

Fast-tracked to Account Executive Slack channel (#inbound-qualified) and triggered instant Calendly discovery scheduling link.

06. Destination CRM / Record

Upserted Contact, Company, and Deal in HubSpot (Stage: Qualified_Discovery_Booked) with normalized qualification notes attached.

07. Deduplication & Error Guard

Idempotency key (corporate_email + domain) prevents duplicate CRM deals; dead-letter fallback alerts ops if CRM rate limits occur.