Evidence we can stand behind
SCOUT is a new service. Rather than publish outcome claims we cannot substantiate, this page sets out what has actually been built, tested and recorded.
A deliberate position. We do not publish client names, revenue figures or conversion claims that we cannot evidence on request. When mature case studies exist, they will appear here with the client's written consent and with the numbers attributable to a named source.
What has been demonstrated
A documented, repeatable method
SCOUT runs to a written reasoning standard that separates client-specific context from the qualification logic itself. The same engine can be pointed at a different ideal client profile without rebuilding the method.
Failures are recorded, not hidden
During development, a tooling failure stopped a live run outright. It was diagnosed, remediated and re-tested, and the failed run was retained in the audit trail alongside the successful one. That discipline is the product.
The engine recommends against opportunities
In a controlled assessment of a real prospective account, SCOUT returned a recommendation to decline on the grounds of scale mismatch and an existing internal capability. A qualification engine that never says no is a list, not a qualification engine.
Data quality findings are surfaced
Live runs have identified provider-level failure modes, including senior title matching proving unreliable at volume and global parent domains resolving to the wrong entity. Both are now handled by explicit labelling and manual review rather than quietly passed through.
What a qualification decision looks like
Illustrative structure, drawn from the real output format. Client identities and commercial detail are withheld.
| Dimension | Assessment | Basis |
|---|---|---|
| ICP fit | Weak | Fact. Company scale materially above the approved target band. |
| Problem intensity | Moderate | Inference. Public hiring activity suggests the problem exists but is not acute. |
| Timing | Unknown | Unknown. No public trigger event identified in the review window. |
| Incumbency | Material | Fact. Existing in-house capability named on the company's own website. |
| Recommendation | Decline | Two disqualifying findings against the approved standard. |
You receive the same structure for accounts that pass, which is what makes a shortlist arguable rather than simply asserted.
Governance credentials
SCOUT was designed and built by Ademola Isimeme Odewade, MBA, ACA, Chief Executive Officer and Lead Strategist at K-Dems Consulting Limited, trained in audit at PwC and KPMG. The build was completed and assessed as an agent governance capstone, certified in September 2026.
Credential reference MRC-2026-DSPDD9AH, independently verifiable at work.mercor.com.
Judge it against accounts you already know
The pilot puts SCOUT in front of a market you understand, which is the only fair test of a qualification engine.