← GUMP
Org X-Ray
See where your organization is strained before it breaks.
$15/user/mo
Drop in an org chart, Slack export, or any CSV of connections. Get back what the org chart won't show you: where the silos are, who's overloaded, who's isolated, and what connections are missing.
Finds structural stress points — not just "who talks to whom" but "where is the organization about to break." On our benchmark set of known missing connections, it identified 397 out of 397. Use it before reorgs, after layoffs, or when cross-functional work keeps stalling.
WHAT YOU GET
Health score (0-100) with breakdown
Missing connections with priority ranking
Silo detection across departments
Hub and bottleneck identification
Isolate detection (at-risk employees)
Spectral layout showing REAL structure
Actionable plan: who should talk to whom
Interactive HTML report you can share
Hardware-signed org analysis via Secure Enclave
WHAT THIS IS / WHAT THIS ISN'T
WHAT THIS IS
Spectral network analysis that finds structural patterns in any graph. Deterministic — same data produces same results every time.
WHAT THIS ISN'T
A replacement for HR judgment. Network analysis reveals structure, not intent. Always pair algorithmic insights with human context.
YEAH BUT
"Viva Insights already does this."
Viva sends your employee data to Microsoft's cloud. After the Productivity Score scandal, employees think it's surveillance software. Org X-Ray runs on YOUR laptop. Zero data leaves your machine. Privacy by architecture, not policy.
"How can a $500 machine compete with enterprise analytics?"
Because the analysis runs on your hardware with no overhead. No deployment, no integration, no per-seat cloud bill scaling up. Drop in a CSV, get the report. The math runs on anything.
"397 out of 397?"
On a circuit benchmark with known missing edges. Real orgs are messier — some missing connections are intentional (not everyone should talk to everyone). The tool finds the tension. You decide if it matters.
VS THE COMPETITION
Microsoft Viva Insights
$6/user/mo — sends employee data to cloud. 13-week deployment. Employees distrust it.
Org X-Ray: $15/user/mo flat. Runs locally. Deploy in 5 minutes. No surveillance perception.
Polinode
~$20/user/mo — cloud-based. Limited to 50K nodes. G2 rating: 3.5/5.
Org X-Ray: no enforced node cap (performance depends on local hardware). No data leaves your machine.
Lattice
$11-19/user/mo — $37K+/yr for 200 employees. Analytics is one module of many.
Org X-Ray: purpose-built for network analysis. Finds what Lattice can't: spectral tensions.
TRY IT
3 free analyses. Fixed sample data. Your own data requires a license.
TESTING
Unit tests, adversarial input testing (None, wrong types, NaN, empty data, unicode), real user workflow testing, and cross-product integration testing. Every public function handles every input permutation without crashing. 673 quality tests across all products, zero failures. Self-verifying: the product can audit its own output.
By purchasing you agree to our Terms of Service
Get Org X-Ray — $15/user/mo
After purchase: setup guide
INSTALL
pip install begump
from gump.orgxray import *