How the Career Graph Engine operates.
Built on Bid Crucible's proven anti-fabrication technology. We replace generic generative text loops with structured career evidence, sealed audit trails, and causal outcome analysis.
The CV is a projection. The Career Graph is the truth.
Every competitor in this category treats the CV as the document to manipulate. When you feed a flat CV into an LLM, it attempts to stretch bullet points to match job descriptions, inevitably introducing hallucinated accomplishments.
Career Crucible constructs a comprehensive Career Graph across 10,000 to 30,000 tokens of verified history. It records STAR stories, team scopes, revenue numbers, and constraints. When you apply for a vacancy, we do not rewrite history: we select and format the relevant nodes that directly satisfy the employer criteria.
"node_id": "exp-monzo-01",
"dates": {"start": "2021-03", "end": "2024-08", "status": "immutable"},
"scope": {"team_size": 14, "budget_gbp": 2400000},
"quantified_outcomes": [
"Reduced 99th percentile API latency from 420ms to 85ms",
"Migrated 12 legacy services to Kubernetes with zero downtime"
],
"hard_constraints": {"right_to_work_uk": true, "notice_period_weeks": 8},
"grounding": "Verified via employment contract and P60"
}
Tiered Submission Strategy
We match the submission method to the portal reliability. The highest-match roles are intentionally routed to human-assisted handoff.
| Tier | Target ATS / Channel | Submission Handling | Rationale & Research Grounding |
|---|---|---|---|
| Tier 1 | Greenhouse, Lever, Ashby, Workable | Direct Structured Submission | Stable structured endpoints; zero ToS violations; 100% parse accuracy. |
| Tier 2 | Workday, iCIMS, Taleo, SuccessFactors | Assisted Handoff | Multi-step authenticated portals fail ~6/10 in automated tests. |
| Tier 3 | Bespoke Career Pages | Assisted Handoff | Custom forms require human review to prevent form submission loss. |
| Top 5% | Any ATS (Highest-Fit Opportunities) | Human-Assisted Review | The roles that matter most deserve human eyes. Never risk a bot glitch. |
Diagnostic localisation: knowing why before fixing.
Competitors treat all rejections as "bad luck" or "bad CV writing". We decompose response timing to diagnose the real failure point and apply the right intervention.
Rejection arrived within 24 hours. No human recruiter read your document.
Application cleared ATS filters and reached a human hiring team.
Application converted to recruiter screen, then stalled.
Silence past 30 days is statistically right-censored, not negative evidence.
Frequently Answered Questions
Direct facts on how the technology operates, compliance with UK employment laws, and our rejection of AI application spam.