01 — UNDERSTAND
Extract what matters
Turn resumes, applications, documents, profiles, and other unstructured information into useful structured data.
AI RESEARCH + PRODUCTS
Building intelligent systems
for real-world work.
Harbrr AI Labs builds AI-powered products and systems that understand information, evaluate it against requirements, and turn it into useful outcomes.
WHAT WE BUILD
AI systems that understand, evaluate, and compare information.
Harbrr AI Labs builds products for problems where large amounts of information need to be understood, filtered, compared, or evaluated against specific requirements.
02 — EVALUATE
Evaluate against
requirements
Assess information against specific criteria instead of relying on generic scoring.
03 — COMPARE
Compare at scale
Compare candidates, applications, documents, or records against each other consistently.
04 — BUILD
Turn systems into products
We build complete products around problems where these capabilities can create real utility.
01 — FEATURED PRODUCT
AI-powered resume shortlisting.
Evaluate large numbers of resumes against the requirements of a role and surface the candidates that matter.
Instead of relying on keyword matching or generic scores, the system evaluates each resume against the requirements defined for the role and makes the results easier to review and compare.
Explore the product IN DEVELOPMENT
ROLE REQUIREMENTS
Backend engineer
Review experience against the requirements of the role.
CANDIDATES
Candidate A
EVIDENCE REVIEW- API development
- Evidence found
- Data pipelines
- Evidence found
- Cloud deployment
- Needs review
SOURCE EXCERPT
“Built and maintained APIs for an internal operations platform, including data ingestion and validation services.”
API and data-processing experience is described. The scope of cloud deployment work needs clarification.
ILLUSTRATIVE DATA · PRODUCT IN DEVELOPMENT
HARBrr LABS
Exploring where AI can make complex information useful.
Alongside our products, we experiment with systems for understanding, evaluating, comparing, and working with large amounts of information.
LAB 001
Resume Evaluation
Evaluate resumes against role-specific requirements and compare candidates consistently.
Status: Building
LAB 002
Admission Applications
Understand and evaluate student applications against institution-specific requirements.
Status: Exploring
LAB 003
Document Evaluation
Extract relevant information from complex documents and evaluate it against defined criteria.
Status: Research
ABOUT HARBrr
We build AI products around real problems.
Harbrr AI Labs is an AI research and product company focused on building systems that can understand information, evaluate it against specific requirements, and turn it into useful outcomes.
We start with a focused problem, build a product around it, learn from how people use it, and use those learnings to discover where the same capabilities can solve other problems.
Find the problem.
Build the system.
Turn it into a product.