The scoring engine for VC diligence and portfolio hiring

Score the people.
Show the receipts.

Gut calls don't survive IC, and a black-box score nobody can defend never makes the memo. ScoringFactory reads the real record and scores the founders you're diligencing and the talent your portcos are hiring, both against your own bar, with every point tied to the exact line of evidence behind it. Your judgment stays the edge. The memo just writes faster and holds up.

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513,002
Profiles scored in one run. Every score backed by evidence.
Northwind Vantage Meridian Halcyon Ridgeline
One platform

One engine. Every high-stakes decision.

One way your whole org evaluates people and companies. Same bar, same evidence, same ranked output across hiring, investing, and sales.

92
88
81

Hiring

Score every candidate against your hiring bar. Recruiters get a ranked, evidence-backed shortlist that stays consistent across every req and every reviewer.

ScoringFactory for Hiring →

Investors

Score your whole deal flow against your thesis. Surface the founders and companies worth diligence, with the evidence behind every call.

ScoringFactory for Investors →

Sales

Rank your whole market against your ICP. Reps work the accounts most likely to close, not the loudest ones.

ScoringFactory for Sales →
How onboarding works

We build your company brain. Then it scores at scale.

This isn't a template you fill out in 60 seconds. Our team works with you to capture how your organization actually decides, then tunes a bespoke scoring system around it.

01 Onboarding & discovery

We build your company brain.

  • We learn how you decide. Working sessions capture your bar, your rubric, and the context behind a real yes.
  • Grounded in your data. We calibrate on your real decisions and evidence, not a generic template.
  • A brain that compounds. Every review sharpens the model, so scoring gets more accurate over time.
See how onboarding works
// Your company brain, built with our team
const brain = {
  bar: "Senior infra eng, owns uptime",
  dimensions: { impact, scope, depth },
  signals: [ "past hires", "interviews" ],
  evidence: "verbatim from the record",
};

// calibrated on your data, not a template
02 Your scoring system, calibrated

A scoring system tuned to your bar.

  • Reads the real record. Not titles, not buzzwords. The actual evidence.
  • Calibrated to you. Weighted on the dimensions your team actually cares about.
  • Click any number. See the exact line that earned each point.
Explore the evidence view
scored: 984 in pool
AR
A. Rivera
Staff Infra Engineer · 12 yrs
98
JK
J. Kwon
Senior SRE · 9 yrs
91
MP
M. Patel
Backend Lead · 7 yrs
74
DL
D. Lang
"Principal, SpaceX" · unverified
27
03 Score at scale

A ranked shortlist your team can act on.

  • Focus on the few. Skip the 90% that were never going to clear the bar.
  • Defend every pick. Bring receipts to your board, partners, or CEO.
  • One brain, every use-case. The same system powers hiring, investing, and sales.
Send it to your pipeline
shortlist: top 5%
1
A. Rivera
Backed by 6 verbatim quotes
98
2
J. Kwon
Backed by 5 verbatim quotes
91
3
S. Okafor
Backed by 5 verbatim quotes
89
Defensible by design

Every score is defensible. Down to the line.

We read the actual record, not the buzzwords. So you can stand behind any decision in front of leadership. Results from one run on 513,002 profiles.

98 /100
Signal, verified

The strong candidate

20+ years building production infrastructure at billion-user scale. Every dimension is backed by a verbatim quote from their own record and grounded in real systems and scale, not a title.

27 /100
Flagged automatically

The inflated profile

A profile claiming "Principal Software Engineer, SpaceX" pasted from a job description. ScoringFactory found no supporting evidence in the actual record and ranked it near the bottom. Inflated titles don't move the score.

100%
Full audit trail

The receipts

Every score traces to a specific artifact: the exact line in the record that earned it. Defend any decision to your board, your partners, or an auditor with evidence, not a gut feel.

Security & compliance

Security you can verify.

Your data is encrypted in transit and at rest, kept in a separate database for every customer, and never used to train shared AI models. We run on SOC 2 Type II certified infrastructure.

Encrypted in transit & at rest Isolated database per customer Never trains shared models SOC 2 certified infrastructure GDPR-aligned · DPA on request Dedicated support

Still wondering?

Everything security, IT, and procurement will ask.

How do you handle our data and security?+

Data is encrypted in transit and at rest, stored in a separate database for each customer, and never used to train shared AI models. We run on SOC 2 Type II certified infrastructure, and a DPA is available on request. Our own SOC 2 Type II report, SSO/SAML, role-based access, and audit logs are on the near-term roadmap.

Do you support SSO and user provisioning?+

Not yet. SSO/SAML and SCIM provisioning are on our near-term roadmap. Today, each customer's data is isolated in its own database with access managed per account. Tell us your requirements and we'll share timing.

Can we keep the bar consistent across teams and reviewers?+

That's the point. You define the bar once and every reviewer scores against the same rubric, with a full audit trail of exactly what earned each point.

What does rollout and onboarding look like?+

Onboarding is a guided engagement, not a 60-second signup. We build a "company brain" from how your team actually evaluates: your bar, rubric, historical decisions, and context. Then we calibrate a bespoke scoring system and validate it on your data before rollout. A dedicated implementation manager runs it end to end, with connectors for your ATS and CRM.

How does enterprise pricing work?+

Plans are volume-based on annual contracts and include guided onboarding and dedicated support. Talk to sales for a quote scoped to your team.

Bring evidence to every decision.

One way your whole org evaluates people and companies. Consistent, auditable, and defensible at scale.

Encrypted in transit & at rest · Isolated database per customer · SOC 2 certified infrastructure