About · origin · founded 2023

699 rejections. Then a new kind of hiring infrastructure.

Our founder applied to 699 jobs and was rejected by every one — filtered by keyword matchers, discarded by screening tools that had no access to the judgment of the people doing the hiring. That asymmetry is the reason Nodes exists. 13 AI agents, one intelligence layer, deployed inside your VPC or on-prem.

Founded
2023 · Delaware
Deployment
Single-tenant VPC · or on-prem
Held
SOC 2 Type I + II
Agents in production
1,691
Surface
13 agents · one layer
Egress
0 bytes / call / day
Agents in production
1,6911
one Fortune 500 enterprise · live since Jan 2025
Production data
4yrs1
historical hires · outcomes backtested
Candidates processed
850K+1
live deployment · 2025–Q1 2026
Legal approval
17days2
after 6 prior vendors rejected · MNDA → green-light
Realized · one deployment
$1.68M3
658 hires · attributable to Nodes
Per 2,000 hires / yr
$5.11M3
same unit economics · extrapolated
1 see Case Studies · §02 production data
2 see Case Studies · §07 legal timeline
3 derivation · $54.35/day × 47 days × 658 hires = $1.68M · ÷658 × 2,000 ≈ $5.11M / yr · Case Studies · §07
SOC 2 Type I + II held · see Security & Compliance · §3 artifact pack
What we built

Three things. Held to the same standard.

Not a tool, not a workflow layer, not an overlay on your ATS. An intelligence layer that ships into your cluster, learns on your own production outcomes, and returns signed, reproducible decisions.

Built for the buyers whose security review actually reads the artifact pack.

01 · one intelligence layer

13 agents behind one interface.

Interview, reference, writeup, calibration — coordinated by a shared state, not bolted together with API glue. Every decision carries a trace back to the agent, the weights, and the data it saw.

13 agentsone surfacetraceable
02 · in your perimeter

Single-tenant VPC or on-prem.

The infrastructure ships into your cluster — cloud VPC or on-prem datacenter. Customer-owned keys. Your data never leaves your perimeter. Revoke the key, inference stops — it's a contract-bound kill-switch, not a support ticket.

single-tenanton-premBYOK0 egress
03 · built for regulated scale

Regulated-first. Signed under NDA.

SOC 2 Type I and II held. Decision traces reproducible seven years out. Every admin, scoring, and retrain event hashed and streamed to your SIEM. The paperwork is the product.

SOC 2 I+II7y tracessigned
Voice · customer · on record

One deployment. Ten months in production. Expanded ahead of schedule.

"Absolutely love what you guys are doing. Sometimes I sit down and start thinking of so many more things we can do with this."
VP · Talent Acquisition NYSE-listed Fortune 500 · 215+ locations · 10 months in production · expanded two quarters ahead of schedule
Operating principles · five commitments

What we will — and won't — do with your data.

These aren't aspirations. Each is implemented in the deployment, written into the DPA, and falsifiable under audit. If any line below doesn't hold, we've failed the contract.

01

Your data stays in your perimeter.

Single-tenant VPC or on-prem. Read-through only. No replication to Nodes-side storage. No vendor-owned copy of PII, résumés, or interview audio. The deployment boundary is the contract boundary.

02

No training on your data without written consent.

Retrains are per-customer, in-VPC, on customer-consented data only. No cross-tenant pooling. No shared foundation updates from your corpus. Your records train your model, and only your model.

03

SOC 2 is what we hold. Everything else is operational alignment.

HIPAA, GDPR, NYDFS, ISO — your own program covers the deployment. We don't claim certifications we don't hold, and we don't list any as "in progress." The full matrix is in Security & Compliance.

04

Decision traces are reproducible seven years out.

Every score, every admin action, every retrain — hashed, signed, and streamed to your SIEM. A decision made today can be replayed in 2033 with the same inputs and the same outputs.

05

One production reference. Expanding.

We have one Fortune 500 deployment live today — 1,691 agents, 10 months in production, expanded two quarters ahead of schedule. The architecture is vertical-agnostic; the reference list isn't yet. We won't quote a corpus size for a deployment that doesn't exist.

30 minutes. Your data. No pitch deck.

We'll show you what's in your data before you commit to anything. Not a demo — a read on your hiring signal using your own production records. Your number is sitting in your data right now.

0130 minutes · one call · no pitch deck
02Your production data · under MNDA
03Your real filters · tested against your real outcomes
04A reading, not a pitch · artifact pack on request