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Dynamic Lead Qualification.

Stop letting hot leads go cold. We build systems that analyse, enrich, score and route inbound prospects the moment they submit a form — with the reasoning behind every score on show.

Last reviewed 4 September 2026 · Engineering guidance, not legal advice.
AUTOMATION FLOW
01

Instant Data Enrichment

When a simple email is submitted, the AI queries licensed B2B enrichment providers to add company size, tech stack and recent funding data.
02

Algorithmic ICP Matching

The system cross-references the enriched data against your Ideal Customer Profile (ICP), assigning a dynamic score to the lead based on conversion probability.
03

Intelligent Routing

High-scoring leads are instantly routed to your top Account Executives via Slack/Teams, while lower-scoring leads are dropped into an automated nurturing sequence.
04

Automated Discovery Intro

For qualified targets, the AI can send a personalised introduction email with a calendar link — within the consent captured on the form — while intent is highest.
ANALYSIS

How Algorithmic Lead Scoring Transforms Your Revenue Pipeline

Manual lead qualification is a bottleneck. Sales teams sift through form submissions, cross-referencing company websites and profiles, burning hours that should go on closing. AI lead scoring compresses that work into the moment a prospect enters your funnel.

Our automated lead qualification architecture begins with real-time CRM AI enrichment. The moment a lead submits their email address, our system queries licensed B2B enrichment providers to construct a firmographic and technographic profile in under two seconds. Company revenue, headcount, tech stack, recent funding rounds, hiring velocity, and industry vertical are all captured and normalised. This enriched dataset becomes the foundation for algorithmic Ideal Customer Profile matching, where each attribute is weighted against your historical conversion data to produce a dynamic, probabilistic lead score.

But firmographic data alone is insufficient for true predictive lead routing. Our systems layer behavioural scoring on top of demographic intelligence. Where valid consent has been captured — behavioural tracking needs it under ePrivacy rules, so this layer is switched on per-jurisdiction, not by default — we read intent signals across touchpoints: which pages the prospect visited, how long they engaged with pricing content, whether they downloaded a whitepaper, and whether they returned within 48 hours. These behavioural micro-signals are processed through a scoring algorithm that identifies buying intent patterns invisible to human sales reps. A prospect who visits your pricing page three times, reads a case study, and then fills out a contact form receives a fundamentally different score than someone who bounces after reading a blog post.

The final stage is intelligent routing and sales funnel optimisation. High-scoring leads — those matching your ICP with strong intent signals — are routed instantly to your top-performing Account Executives via Slack, Teams, or direct CRM assignment. Speed-to-lead drops from hours to seconds, which is the part of the funnel this design is aimed at. Lower-scoring leads are automatically enrolled in personalised nurturing sequences: drip campaigns, retargeting triggers, and AI-generated follow-up emails calibrated to their specific interests. Every lead gets a level of attention proportionate to its score, and the score is shown with its reasoning so a person can overrule it.

HOW IT DEPLOYS
PHASE 01

Enrich in real time

The instant a form is submitted, enrichment APIs build a full firmographic and technographic profile in under two seconds.

PHASE 02

Score & classify

Firmographic attributes and behavioural intent signals are weighted against your historical conversion data to produce a dynamic probability score.

PHASE 03

Route & convert

Hot leads reach your top AEs in seconds via Slack or CRM assignment; the rest enter calibrated nurturing sequences automatically.

DESIGN TARGETS
2s
ENRICHMENT TIME
1
SCORING RUBRIC YOU DEFINE
100%
SCORES SHOWN WITH THEIR REASONING
0
SCORES WITHOUT AN AUDIT RECORD

Properties we design and build to, not measured client outcomes.

QUESTIONS
QUESTIONS — 6

Our system combines firmographic enrichment data with behavioural intent signals the instant a lead enters your funnel. Each attribute — company size, tech stack, page engagement, content downloads — is weighted against your historical conversion patterns to produce a dynamic probability score within seconds of form submission.

Licensed B2B data providers — the market moves and consolidates, so we pick the current provider that fits your territory at build time rather than hard-coding one here. They supply company revenue, headcount, industry vertical, funding history and technology stack. All data is normalised and deduplicated before scoring. Provider terms and coverage change; confirm them against the provider's current terms.

Accuracy improves as the model trains on your own closed-won and closed-lost data, and we report it against your pre-deployment baseline rather than quoting an improvement figure we have not measured on your funnel. Every score is shown with the reasoning behind it, so your sales team can see when the model is wrong and say so.

Absolutely. Our lead qualification systems are built as middleware layers that connect natively with Salesforce, HubSpot, Pipedrive, and custom CRMs via REST APIs. Enriched data, scores, and routing decisions are written directly to your existing lead and contact records with zero workflow disruption.

Nothing is discarded. Lower-scoring leads are automatically enrolled in personalised nurturing sequences — drip campaigns, retargeting triggers, and AI-generated follow-up emails calibrated to their interests. If their behaviour later signals rising intent, the system re-scores them and promotes them to sales routing automatically.

The system is designed to be operated in compliance, but compliance is yours: you are the controller. Enrichment uses business-contact data from licensed providers under a documented lawful-basis assessment we help you write. Behavioural tracking runs only where valid consent has been captured, because ePrivacy rules require it. Scoring is explainable and human-reviewable rather than a black box, which matters if a score materially affects how a person is treated — Article 22 restricts purely automated decisions with legal or similarly significant effects. Consent preferences and deletion requests propagate through the pipeline automatically. Have your counsel confirm the basis for your own list; this is engineering guidance, not legal advice.

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CASE STUDIES

Shipped work.
Go and check it.

The work we can name, with the live site, our scope and the boundary made explicit. Select a project to see the evidence; each is a full case study, not a logo or a claim.

sonora.com
The Sonora homepage on desktop: a full-bleed dune landscape behind the headline “Transform Your Life with Sound”, with App Store and Google Play download buttons.
sonora.com — homepage, 1440×900 sonora.com →
Live Consumer wellness · Mobile + web

Sonora

Cognitive AI Ltd · 2026

A free sound-wellness app, described by its publisher as AI sound therapy that reads a short vocal sample at the start of a session and generates a soundscape for that moment. We designed and built the website and its backend, produced assets for the iOS and Android apps, and supported the application prototype.

Read the case study →

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WHO WE HAVE BUILT FOR

Twenty-one years of applications, platforms and campaigns for names you know.

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