What a federal contracting officer, VC associate, or allied-market buyer actually finds when they search for NorthAI or CHN Analytics today, and what that gap means for the engagement.
Your delivery history is a gold mine of hidden IP that you've already proven works in federal environments.
The hidden-IP extraction problem has a mirror image: even when the IP exists and is proven, if it is invisible to outside buyers, it cannot generate revenue. NorthAI's 5.5-year OSI&A engagement represents validated, Pentagon-grade intelligence-fusion methodology. A buyer doing 10-minute due diligence today cannot see it. The outside-in mirror documents the gap between what NorthAI has built and what any buyer can verify without insider access.
| UEI | HGMHPZK5GED3 |
| Legal name | CHN Analytics, LLC (formerly Chapel Hill North Group Ltd per SBIR.gov 2021) |
| Address | 6452 Branch Hill Miamiville Rd, Loveland, OH 45140-7536 (confirmed via ETI 2025 exhibitor listing) |
| Status | Woman-owned (2021 employee count: 12; current count unconfirmed) |
| DUNS | 556422140 |
| NAICS (inferred) | 541512 (Computer Systems Design), 541715 (R&D in Physical Sciences), 541990 (Other Professional Services), requires direct SAM.gov authenticated verification |
| Exclusions | No exclusions visible in public sources |
The single visible award: FA8649-21-P-0756, AFWERX STTR Phase I, $49,500, 2021. PI: Alec Daling. This is the only publicly traceable prime contract under UEI HGMHPZK5GED3 in the FFATA (Federal Funding Accountability and Transparency Act) reporting system.
V1 verification (live browser search, 2026-05-28): Zero results for "NorthAI" and zero results for "CHN Analytics" in the FedRAMP Marketplace. 651 authorized products in the marketplace as of the verification date; none matched. No in-process authorization (Provisional or Interim) found.
Status: Pre-FedRAMP. Consistent with the entity-map stage notation ("post-services pivot, active PE/VC raise, pre-FedRAMP"). A federal buyer searching for an authorized product will not find NorthAI or CHN Analytics. See fedramp-20x-path-memo-v0.html for the recommended authorization path.
V1 verification (live browser search, 2026-05-28): A Google search for "NorthAI" returns a cluttered result page. The defense entity (northai.io) is visible but not dominant. Non-target variants appear prominently, including NorthAI.app (a field-sales CRM, completely unrelated) and other commercial "North AI" products. Sponsored results (unrelated) occupy top positions.
CHN Analytics search: Searching "CHN Analytics LLC" surfaces Stephanie Hughes' LinkedIn profile (Co-Founder at North AI, Division of CHN Analytics LLC) as the first organic result, followed by a Form D SEC filing confirming the entity. B2B directories (Crunchbase, ZoomInfo, RocketReach) provide secondary confirmation. No mainstream press coverage.
Findings: A GitHub organization referenced as CHN-GITHUB (github.com/CHN-GITHUB) exists with activity described as "CHN Projects" and software-build activities. Public repository visibility is limited, the organization did not surface in GitHub search for "NorthAI." Direct navigation to github.com/CHN-GITHUB would be required to confirm current public repo count and last-commit dates.
Assessment: The GitHub presence exists but is not algorithmically prominent. A buyer checking GitHub for technology maturity signals will find limited public evidence of active development. This may reflect intentional IP protection (keeping product code private) or limited open-source contribution.
V1 verification (live browser search, 2026-05-28): The North AI LinkedIn company page (linkedin.com/company/northai) is accessible without authentication. The page is active: it shows company branding (orange/black logo), mission statement ("Defense technology intelligence platform for military, defense and government leaders"), employee profile photos, and recent company posts. The page is maintained.
Page: linkedin.com/company/northai. Active. Employee profiles visible. Recent posts accessible logged-out. Employee list gated (requires login).
518 followers. Page: linkedin.com/company/chn. Company type: Software/Technology Services. Active. Stephanie Hughes visible as co-founder.
V1 correction to initial R5 assessment: The North AI LinkedIn company page IS fully readable without login via direct URL. Initial assessment ("not visible logged-out") referred to LinkedIn algorithmic search, not direct page access. A motivated buyer who knows the company name can access the page and confirm current operations without authentication.
Pattern: No press releases, no funding announcements, no award announcements, no LinkedIn activity visible in search (company page exists but not featured), no Google News hits in the 90-day window ending 2026-05-28.
Implication: Federal buyers perceive stealth as either pre-launch or quietly executing. The absence of messaging creates a credibility gap (no proof of traction) and a trust advantage (no hype). Most defense SaaS vendors maintain public customer case studies or NDIA speaker slots. NorthAI has neither. For a federal evaluator, the absence of press is unusual at the "active PE/VC raise" stage.
Pattern: USASpending.gov shows $49.5K (2021 STTR). The discovery call described 5.5 years of OUSD R&E / OSI&A engagement (2018-2023). The gap is explained by sub-of-prime or sub-of-sub work below the $30K FFATA reporting threshold.
Implication: A buyer reviewing USASpending.gov concludes "small vendor, single award, limited prime experience." They cannot see the 5.5-year Pentagon relationship without insider disclosure. Closing this gap requires either (a) confirming the prime contractor name for citation in RFP responses, or (b) developing unclassified case study materials that describe the customer relationship in non-attributable terms.
Pattern: Searching "NorthAI" returns a cluttered result page. A UK media-analytics firm of the same name dominates English-language press coverage (recent funded round, named leadership, professional company profile). The defense entity has no recent press.
Implication: A buyer's first 10 minutes of due diligence almost certainly involves disambiguating between the two entities. The northai.io homepage (defense platform) is discoverable by a motivated buyer but requires intent to find. A buyer who stumbles across the UK entity first may not investigate further. The brand-name collision is a negative first impression for the defense entity. Proactive disambiguation messaging (e.g., "US defense technology intelligence platform, not affiliated with any UK entity of the same name") on northai.io would address this.
Pattern: Marketing and product face externally as "NorthAI" (northai.io). Legal and services operations run under CHN Analytics LLC (chnanalytics.com, co-branded as "North AI" with competitive intelligence / tech forecasting reports). The two domains and brand names serve different functions but are not clearly explained on either website.
Implication: A federal buyer asking "who is the contracting entity?" cannot answer this from public sources alone. The split creates friction for RFP responses, CAGE/UEI lookups, and past-performance citations. Clarifying the partnership structure publicly (without exposing internal business arrangements) would reduce buyer friction significantly.
Pattern: NorthAI (booth #7754, joint with CHN Analytics) is confirmed as an exhibitor at NDIA Emerging Technologies (ETI) 2025 conference (August 27-29, 2025, Washington DC). Category: "Services, Trusted AI and Autonomy."
Implication: ETI attendance confirms active federal buyer and industry-partnership pursuit. For a buyer attending ETI in August, this is the first opportunity to see NorthAI in person and disambiguate from other entities. ETI also suggests a DoD-aligned sales motion (NDIA is DoD-focused) rather than a commercial-only positioning.
Pattern: FedRAMP Marketplace V1 verification: zero results. No authorized, in-process, or provisional ATO found for NorthAI or CHN Analytics.
Implication: Federal agencies cannot buy unauthorized SaaS products regardless of how much the program manager wants them. A contracting officer reviewing NorthAI's platform cannot approve a purchase without an ATO. The FedRAMP 20x LI-SaaS sponsorless path (see fedramp-20x-path-memo-v0.html) addresses this directly. Until an authorization path is public and in-progress, the FedRAMP gap is visible to any evaluating buyer.
A federal contracting officer evaluating NorthAI on a competitive bid would ask these questions. A VC associate doing 30-minute diligence would ask most of them. The answers should be crisp, consistent, and available without requiring classified disclosure.