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AI Studio

The Hiring
Superintelligence
API

Recruiter-level judgment at infinite scale — parse, understand, score, match, compare, enrich, and answer talent or workforce questions with a single unified AI built for HR.

No hype.
No BS AI.
One HR-first API.
AI Studio

Trusted by Customers, Partners & the AI Ecosystem

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Don't reinvent the wheel — deploy in minutes.

Enter the age of Hiring Intelligence beyond human limits.

Before HrFlow.ai, teams spent years building parsers, AI models, ontologies, and evaluation loops — constantly fighting data chaos, scale bottlenecks, accuracy drift, and hidden bias — while chasing endless time-to-value.

Now, they scale faster and cut costs instantly with one API that turns years of R&D into minutes.

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Why the world's leading HR Businesses & HRTech companies choose HrFlow.ai

For over 10 years, our exclusive focus on Hiring Superintelligence has enabled us to understand Talent Data better than anyone — delivering AI that matches real recruiter judgment at a global scale.

Data Foundation

Make HR Data Usable

HrFlow.ai turns messy, fragmented, multilingual Talent & Workforce data into structured, normalized, enriched signals that can be used across any organization.

Accuracy at Scale

Deliver Human-Level Precision

HrFlow.ai reduces ambiguity and micro-errors — bringing AI matching, scoring, enrichment, and assessment quality closer to expert recruiter judgment at an industrial scale.

Speed & Scale

Process Talent Data at Massive Scale

HrFlow.ai analyzes millions of profiles and jobs in real time across systems at enterprise-grade speed, security, and reliability.

Time-to-Value

Deploy Fast with Immediate ROI

HrFlow.ai eliminates long AI implementation cycles, collapsing years of R&D into days through plug-and-play AI modules, connectors, and workflows.

AI Customization

Adapt AI to Your Culture & Data

Users can personalize AI models, scoring logic, skills ontologies, and workflows to fit their business rules — with no ML expertise required.

Bias & Black Box

Transparent, Explainable & Fair AI

HrFlow.ai brings bias control, explainability layers, and trust frameworks designed for Talent decisions — beyond generic open-source AI.

EXTRACTION API SUITE (REQUEST-BASED PRICING)

Transform HR documents into structured, enriched Talent & Workforce Data

powering every layer of Hiring Intelligence.

Parsing API

The industry-leading Parser for Profiles & Jobs

Asking API

The HR-Native LLM for Profiles & Jobs

Tagging API

HR-Native Classifiers for Taxonomies & Facets

Linking API

The HR-first Knowledge Graph for Skills & Titles

Geocoding API

HR-Native Location Services & Geofencing

Imaging API

HR-Native Generative Vision for Job Ads & Employer Branding

RANKING API SUITE (RECORD-BASED PRICING)

Unlock Hiring Superintelligence at scale

with transparent, fair, and explainable ranking across every Talent signal.

Searching API

The HR-Native Search Engine for Profiles & Jobs

Embedding API

The Most Accurate encoders for People & Jobs

Scoring API

The HR-Native Recommender System for Profiles & Jobs

Matching API

Most Accurate Look-Alikes Similarity for Profile ↔ Profile & Job ↔ Job

Grading API

Hiring Outcome Predictor (AI Oracle & Reranker)

Reasoning API

Explainable AI & Decision Intelligence Layer for HR

AI PIPELINE

APIs designed to complement each other, making recruiting effortless

From parsing to matching, our APIs work together seamlessly.

ALGORITHMS VERSIONS & MARKETPLACE

Algorithms' Versions by Use Case

Pick the right API and model version for your needs— use case, speed, precision, and cost.

Multi-version Models

Parsing, Embedding, Matching, Scoring, Grading, and Upskilling offer multiple versions.

Canonical Models

Asking, Linking, Imaging, Geocoding, and Searching ship as single canonical models.

ModuleAlgorithmUse CaseSpeedPrecision
ParsingQuickSilverQuicksilver is a blazing-fast parsing model engineered for immediate and seamless user experiences. Best for: clean resumes and well-structured job descriptions.500ms/requestC-
ParsingHawkHawk balances Quicksilver's speed with Atlas's precision; Hawk delivers swift and dependable parsing. Best for: parsing scanned resumes and complex layout design.1.5s/requestC
ParsingAtlasAtlas is a precision-focused parsing model designed for in-depth and thorough user experiences, prioritizing accuracy over speed. Best for: scans, images, complex layouts design and multipage documents.3s/requestB
ParsingChronosChronos is the most capable parsing model. Best for: complex multi-page resumes, nested work experiences, scans, and images.5s/requestA
Tagging (Classification)DynamicThis Tagger can classify any HR text according to any input Taxonomy or list on the fly. Best for: when you have your own internal taxonomy.2s/requestA+
Tagging (Classification)Contract TypeThis Tagger can classify job descriptions, profiles, and work experiences into 6 standard contract types from HrFlow.ai Taxonomy. Best for: no internal taxonomy.100ms/requestA
Tagging (Classification)SeniorityThis Tagger can classify job descriptions, profiles, and work experiences into 6 standard seniority levels from HrFlow.ai Taxonomy. Best for: no internal taxonomy.100ms/requestB
Tagging (Classification)DegreeThis Tagger can classify job descriptions, profiles, and education sections into 7 standard degree levels from HrFlow.ai Taxonomy. Best for: no internal taxonomy.100ms/requestB
Tagging (Classification)Rome4 FamilyThe 14 Job families of the French National Labour Taxonomy (ROME 4.0). Best for: no internal taxonomy.100ms/requestB
Tagging (Classification)Rome4 Sub-family110 job sectors of the French National Labour Taxonomy (ROME 4.0). Best for: no internal taxonomy.100ms/requestB
Tagging (Classification)Rome4 Category1,056 job categories of the French National Labour Taxonomy (ROME 4.0). Best for: no internal taxonomy.100ms/requestB
Tagging (Classification)Rome4 Job-title12,107 job titles of the French National Labour Taxonomy (ROME 4.0). Best for: no internal taxonomy.100ms/requestC
EmbeddingHyperionBest for: HR-native AI use cases, or matching if cosine similarity is sufficient. Note: For precision-sensitive profile-to-job matching, use Scoring or Grading for a stronger HR-native learned metric than cosine.3ms/requestA+
MatchingHyperionBest for: large-scale similarity operations1M scores/req/sA+
Scoring (Ranker)GideonA large-scale job recommendation engine (high accuracy), designed for very large volumes of jobs. Best for: High-volume pipelines where latency and cost matter heavily.1M scores/req/sA
Scoring (Ranker)CerebroA speed-optimized profile ranker designed for very large volumes. Best for: High-volume pipelines where latency and cost matter heavily.1M scores/req/sC
Grading (Reranker)Horus CosmicPrecision / hireability-focused grader (highest accuracy, slower). Best for: Complex white-collar, specialist, executive roles where deep context and strong signal quality matter more than latency.32 scores/req/sA+
Grading (Reranker)Horus TitanBalanced speed/accuracy grader for professional hiring. Best for: General-purpose recruiting pipelines with mid-to-high quality and good throughput.52 scores/req/sA
Grading (Reranker)Horus TurboSpeed-optimized grader (good accuracy), designed for very large volumes. Best for: High-volume pipelines where latency and cost matter heavily.128 scores/req/sB
Upskilling (Reasoning)PrometheusPrecision-focused reasoning (very highest accuracy). Best for: Deep contexts where strong signal quality matters more than latency.8s/requestA+
OTHER STUDIOS

Automate Workflows & Embed AI

Automate HR Data Workflows with the Data Studio and deploy AI-powered experiences with the App Studio.

Automate HR Data Workflows with the Data Studio
DATA STUDIO

Automate HR Data Workflows with the Data Studio

Integrate HR Data, build AI-powered workflows, execute your business logic across systems, and automatically move Talent & Workforce Data between applications — scaling from simple point-to-point syncs to complex and multistep orchestrations.

Discover Data Studio
Embed AI with the App Studio
APP STUDIO

Embed AI with the App Studio

Deploy ready-to-use AI-powered UI components, Agents, and Playgrounds inside your product — instantly with a simple UI or directly via API, without rebuilding from scratch.

Discover App Studio
PAPERS

Hiring Superintelligence backed by Science

Explore the research and technical deep-dives behind our matching, fairness, and recruiter-grade decision systems.

About Us

The definitive AI-Powered API for Human Resources

Extract, Enrich & Qualify HR Data. Connect your apps & automate workflows.

HrFlow.ai is an API-first company and the leading AI-powered HR data automation platform.

The company helps +1000 customers (HR software vendors, Staffing agencies, large employers, and headhunting firms) to thrive in a high-volume and high-frequency labor market.

The platform provides a complete and fully integrated suite of HR data processing products based on the analysis of hundreds of millions of career paths worldwide -- such as Parsing API, Tagging API, Embedding API, Searching API, Scoring API, and Upskilling API. It also offers a catalog of +200 connectors to build custom scenarios that can automate any business logic.

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