Verification Architecture · Assemble Teams Inc.

Trust Score.
0 to 1,000.
Every point auditable.

Not a star rating. Not a LinkedIn endorsement count. A deterministic, mathematically computed composite across six independent credential dimensions — each sourced from named institutional APIs. Print it. Hand it to your Inspector General.

Start building your score → Full platform overview
Six verified dimensions

1,000 points.
Every one independently sourced.

A defense prime asking "why does this professional have a Trust Score of 847?" gets a precise enumeration of verified credentials — not a model inference. This is arithmetic you can print and hand to a contracting officer.

1
Identity Verification
Government-issued ID verification. Confirms the person is who they claim to be.
100
PTS
2
Professional Credentials
LinkedIn OAuth employment history + SAM.gov entity registration. Institutional affiliation and federal contractor status.
250
PTS
3
Research & Publications
ORCID publications + IEEE Xplore citations + Scopus author records + arXiv preprints. The gold standard for scientific credibility.
200
PTS
4
Federal Certification
SAM.gov CAGE Code active status + DFARS/FAR certifications + federal exclusion check (synchronous, fail-closed, cannot be bypassed).
150
PTS
5
Activity & Performance
Mission completion rate + on-time milestone percentage. Computed from real platform outcomes — not self-reported. Updates after every mission.
150
PTS
6
Network & Affiliations
Peer endorsements from credentialed members + verified organizational affiliations. Not anonymous upvotes — only verified accounts count.
150
PTS
1,000
Maximum score
12
Verification sources
0
ML inferences
The architecture decision

Not machine learning.
A deliberate choice.

Every ML-based credibility score shares the same flaw: you can't explain why the model returned that number. For defense acquisition, federal contracting, and compliance review, explainability is not optional.

ML-based scoring
×Opaque model inference — no audit trail
×Score changes as model is retrained
×Proxy discrimination risk
×Cannot be printed for contracting officer review
×Requires 10,000+ records to fine-tune
GameChangers Trust Score
Named API source for every point earned
Immutable baseline from submission day one
Bias-free: skill and credential match only
Printable breakdown for any compliance review
Works from day one — no training data needed
The foundational guarantee

The Zero-Dependency Rule.
Your credentials, frozen in time.

Your credential baseline is captured once, cryptographically anchored at submission, and never re-queried. Even if LinkedIn changes its API or ORCID data shifts, your verified record is permanent.

🔒

Immutable baseline

At the moment of verification, your credential data is frozen. No future API changes, no institutional restructuring can alter your verified record.

⚖️

Legally defensible

The frozen baseline constitutes documentation of your credentials at a specific point in time — timestamped, versioned, and admissible in federal acquisition contexts.

🔍

Printable audit report

"ORCID: 14 publications = +28 pts. CAGE Code active = +45 pts. 3 missions, 96% on-time = +87 pts." No black boxes. No model inferences.

Defense & compliance context

Built for the contexts that
demand real verification.

Defense prime contractors

CAGE Code + DFARS verified in under 60 seconds

SAM.gov-registered, CAGE-coded, federal exclusion check returned via direct SAM.gov API — not a self-certification checkbox. Exclusion check is synchronous and fail-closed.

National laboratories

ORCID + institutional affiliation for research programs

For Sandia, Argonne, and NREL programs — ORCID integration confirms research output, citation record, and affiliated institutions with source attribution. Phase 2 live.

International programs

EU VIES, eIDAS, and 50+ nation business registries

EU VIES VAT validation, eIDAS digital identity, GSTIN India, ACRA Singapore, Japan MOJ, Australia ASIC. GDPR Article 44 routing via Mistral for EU data residency.

Important compliance note

Security clearance is always self-certified

GameChangers never claims to verify classified access levels. Clearance is self-reported only and is always labeled as such in profiles and contracts. ITAR notice is displayed for defense/space sector content.

ITAR compliance review by licensed attorney required before GA — flagged at every session
Start building

Your Trust Score baseline
starts at founding cohort enrollment.

Earlier enrollment = earlier baseline = earlier score accumulation. The Zero-Dependency Rule ensures your credentials are locked in from day one.

Get Early Access → See full platform