AI Systems

AI SYSTEMS

Intelligence That Powers
Every Napblog Feature

From skill verification to candidate matching, our AI systems work behind the scenes to deliver accurate, fair, and efficient outcomes at scale.

Try NapAI Free Explore NapAI →
🧠 NapAI Engine ● Active
INPUT → Analyse portfolio for “Full Stack Developer” role match
PROCESS → Scanning 12 verified projects… Evaluating 8 skill tags… Cross-referencing with role requirements…
OUTPUT → Match Score: 94% | Strengths: React, Node.js, PostgreSQL | Gap: DevOps
NLP Portfolio Analysis Skill Matching Bias Detection
CORE SYSTEMS

AI That Works for You

🔍

Skill Verification Engine

Automatically analyses project code, writing samples, and design work to verify claimed skills against real outputs. No more fake CVs.

🤖

NapAI Career Assistant

A conversational AI that helps users improve portfolios, prepare for interviews, optimise content, and navigate career decisions with personalised advice.

🎯

Smart Candidate Matching

Matches candidates to roles based on verified skills, project experience, and cultural fit — not just keywords. Reduces hiring bias and improves quality.

OUR PRINCIPLES

Responsible AI, By Design

✓Transparent scoring — users see how their match scores are calculated
✓Bias detection and mitigation built into every matching algorithm
✓Data privacy — user data is never sold or shared with third parties
✓Human-in-the-loop — AI assists decisions, humans make them
✓Regular audits and model updates to ensure accuracy and fairness
10+
AI Tools Built
94%
Match Accuracy
0
Data Sold
24/7
AI Availability

Experience AI-Powered Career Tech

Try NapAI, build your verified portfolio, and see how intelligent matching connects you with the right opportunities.

AI Systems Powering Napblog

Napblog integrates artificial intelligence across its entire platform, from the NapAI career assistant to the skill verification engine and smart candidate matching system. These AI systems are designed to be transparent, fair, and focused on genuine skill assessment rather than keyword matching.

Learn more about our technology on the Napblog Blog or connect with our engineering team on LinkedIn.

N

Privacy & Data Preferences

Nap OS · napblog.com · Controller: Napblog Limited

Legitimate Interest (Art.6(1)(f)): You may object at any time using the toggles below.
Fraud Prevention & Security
Legitimate Interest Art.6(1)(f)
Object

Monitor fraudulent activity, bot traffic and abuse. Log security events for incident response.

IP AddressLogin LogsRequest Frequency
12 months
Transactional Communications
Legitimate Interest Art.6(1)(f)
Object

Account confirmations, password resets, billing receipts, and critical product updates.

Email AddressNameAccount Status
Account + 7 years
Market Research & Benchmarking
Legitimate Interest Art.6(1)(f)
Object

Aggregated, anonymised reports on skills trends and hiring benchmarks. Individuals are never identifiable.

Aggregated SkillsIndustry CategoryTool Popularity
Indefinite (anonymised)
Recruiter & Employer Matching
Legitimate Interest Art.6(1)(f)
Object

Make your verified portfolio discoverable to recruiters via the Nap OS CRM. Control visibility in your profile settings.

Public PortfolioVerified SkillsAvailability Status
Until set to private

All data Nap OS collects and with whom it is shared. International transfers use Standard Contractual Clauses per GDPR Chapter V.

Data CategoryPurposeRecipientsSafeguard
Identity Data
Name, email, photo		Account, auth, commsAuth0, SendGrid, AWSSCCs
Career Profile
Skills, experience, tools		Portfolio, AI, CRMOpenAI, Algolia, ClearbitSCCs+DPAs
Integration Data
GitHub repos, GA, Figma		Portfolio verificationGitHub, Google, FigmaOAuth/SCCs
Usage Data
Clicks, sessions, features		Analytics, A/B, AI trainingMixpanel, Hotjar, PostHogSCCs
Device Data
IP, browser, fingerprint		Security, cross-deviceCloudflare, Sentry, SegmentSCCs
Marketing Data
Ad clicks, UTMs		Advertising, CRMGoogle Ads, Meta, LinkedInSCCs+DPAs
Financial Data
Plan, subscription		Subscription managementStripe (PCI DSS L1)SCCs
AI Interactions
NapAI prompts, responses		AI improvementOpenAI, Anthropic (anon)SCCs+DPA

Controller: Napblog Limited, UK · DPO: privacy@napblog.com · Authority: UK ICO

Under UK & EU GDPR you have the following rights. Contact privacy@napblog.com. We respond within 30 days.

Right to Access

Request a full copy of all personal data including your career profile and processing history.

Right to Rectification

Correct inaccurate data. Update your profile and contact details at any time.

Right to Erasure

Request deletion. Account deletion removes your portfolio within 30 days.

Right to Restriction

Request we restrict processing while a dispute is being resolved.

Right to Portability

Export portfolio, skills, and project history in JSON or CSV from your account settings.

Right to Object

Object to legitimate interest processing via the toggles in the Legitimate Interest tab.

Automated Decision Rights

Request human review of any NapAI recommendation that significantly affects you.

Withdraw Consent

Withdraw consent at any time via the Privacy Settings widget. Does not affect prior lawful processing.

Complaints: UK ICO or local EU authority. Contact us first at privacy@napblog.com.

Consent ID: —