Meaning across phrasing
Embeddings compare the role and resume content for semantic alignment.
FORMA / PRODUCTOne analysis.
One analysis.
Every candidate signal.
Forma. turns a role and its candidate documents into a ranked, inspectable shortlist. Each result keeps its signals and source evidence within reach.
Start an analysis01 / DOCUMENT TO DECISION
The system, end to end.
The same stages visible in the product are the stages behind the result.
INPUT / SOURCE DOCUMENTS
01Job description
02Candidate PDF
03Candidate DOCX
04Candidate XML
05Candidate TXT
PDF · DOCX · XML · TXTPROCESS / INTELLIGENCE PIPELINE
01
Extract
Parse each file with its format-aware path. Scanned PDFs can use OCR fallback.
02
Normalize
Resolve skill aliases and requirements into a common comparison language.
03
Measure
Read semantic relevance, explicit matches, and required-skill coverage separately.
04
Rank
Combine stored signals through fixed weights and a repeatable ordering rule.
OUTPUT / ANALYSIS INTELLIGENCE
01Ranked shortlistfixed-weight score
02Candidate detailevidenced + not evidenced
03Evidencesource text and explanation
04Ask Forma.analysis-scoped Q&A
02 / CANDIDATE INTELLIGENCE
A shortlist that shows its work.
Move from ranked overview to the exact reason for a candidate's position.
Explicit requirements
Normalized skill terms make direct matches and omissions visible.
Required coverage
Required skills are measured as their own signal before final ranking.
Deterministic order
Stored scores are combined by code, with repeatable tie breaking.
03 / EVIDENCE
Stay close to the source.
Candidate detail keeps score composition, evidenced requirements, requirements not evidenced in the resume, and source excerpts together.
01 / REQUIREMENTRole context
Requirements from the job description
02 / EVIDENCESupporting passage
What the candidate document establishes
03 / SOURCEOriginal document
Filename and analysis association
04 / PROVENANCEExact location
Section and page, where available
04 / ASK FORMA.
Explore the method Questions belong inside the analysis.
Ask Forma. retrieves from the current role and its indexed candidate documents, then shows the sources behind its answer.
RECRUITER QUESTIONCompare candidates against a requirement.
RETRIEVALCurrent analysis onlyrole + candidate document chunks
ANSWERGrounded explanationsource references remain visible
Make the shortlist inspectable.
Upload one role and the candidate documents you want to compare. Follow every score back to its signals.
Start analysis