PROCEED
A clean verdict with no conditions. The deal is defensible across financial integrity, regulatory standing, market position, and deal structure. Even the downside scenario produces positive economics. You can close on the deal as structured.
A clean PROCEED is the least common of the three verdicts. That does not mean the deal is without risk. It means the risk is identified, priced, and within the structure you can bear. A PROCEED verdict you generate still comes with recommended diligence actions and a risk matrix; it just means no mandatory condition blocks closing.
Illustrative example: in a logistics joint-venture scenario, an incoming partner might receive a PROCEED verdict because even the downside case still produces positive operating economics and the financing covenants retain meaningful headroom.
PROCEED WITH CONDITIONS
The deal is viable only if specific conditions are satisfied before closing. The Conviction Report you generate lists each condition explicitly with a responsible party and a deadline. If a condition cannot be met, the analysis points to restructuring or passing.
PROCEED WITH CONDITIONS is the most common verdict. Typical conditions fall into four categories.
Written regulatory opinions. When a deal depends on a tax classification (VAT, QFZP, Zakat), foreign ownership rule, or licence timeline, the engine flags a written opinion from qualified counsel as a condition before capital commits.
Signed counterparty agreements. When the deal depends on a verbal operator exit, a handshake anchor tenant commitment, or an informal Saudi partner arrangement, the engine flags the agreement to be executed in writing before closing.
Independent verification of seller data. When seller-supplied occupancy, revenue, or operational metrics are material to valuation and cannot be cross-referenced from public sources, the engine flags audited verification as a condition.
Documented succession and governance. When the deal depends on continuity of a founder or key executive, the engine flags a signed employment and equity lock-in agreement with a minimum 24-month post-close commitment.
Illustrative example: a greenfield aesthetic clinic scenario might receive PROCEED WITH CONDITIONS subject to (1) a signed lead physician letter of intent and (2) a written VAT classification opinion.
AVOID
The deal should not close as structured. The Conviction Report you generate lists the specific reasons. AVOID is a structured signal you reach to preserve capital for a better opportunity.
AVOID is reserved for deals that fail a core test. Four patterns dominate.
Material regulatory or legal risk that cannot be mitigated. Foreign ownership breach, sanctioned counterparties, licence path blocked, or jurisdictional structure that traps repatriation.
Financial statements that do not reconcile. Tax filings, bank statements, and management accounts show materially different pictures. When the gap cannot be explained, the deal fails integrity.
Market position that does not survive stress testing. When the downside scenario produces a business that is capital-destructive rather than just lower-return, the investor should not commit.
Deal structure that traps the investor. Unbounded capital calls, subordinated positions without step-in rights, or exit structures that are unrecoverable under realistic scenarios.
The verdict is a structured signal you generate using the engine to inform your own decision. It is your analysis, not a recommendation from GCI.
The 5-stage pipeline that produces the verdict
Every verdict is produced through the same 5-stage GCI Conviction Engine.
- Assumption Extraction: identify every hidden assumption in the memo.
- Cross-Variable Synthesis: map how market, regulatory, and operational variables interact.
- Linkage Mapping: chain evidence and dependencies into a single reasoning spine.
- Contrarian Pressure Test: attack the thesis with its strongest counter-arguments.
- Evidence-Chain Report: every claim tied to one of five evidence tiers (VERIFIED, REPORTED, STATED, ESTIMATED, ASSUMED).
Multiple independent reasoning engines cross-check and challenge every conclusion. One engine leads the reasoning; the others challenge it independently. Disagreement between engines is surfaced in the report, not hidden.
What verdicts are not
A verdict is a structured signal you reach by running the engine over your own deal, under the documented methodology. You reach the verdict; GCI does not recommend it. It is not regulated investment advice. It is not a recommendation from GCI. It is not a guarantee of outcomes. It is not a substitute for qualified legal, tax, and financial counsel in the relevant jurisdictions. Every allocator retains full responsibility for the investment decision.
Frequently asked questions
Can a verdict change after I generate it?
If material new information emerges, you re-run the pipeline with it and the engine either confirms the original verdict or produces a revised report for your review.
Can the engine produce a split verdict (PROCEED for one aspect, AVOID for another)?
No. The value of the GCI verdict is that it collapses complexity into one clean answer. If different structural options produce different verdicts, you generate one analysis per option and pick the structure yourself.
How does generating a Conviction Report work?
You run the engine yourself over your own deal and generate the report directly. More complex Strategic Intelligence work is scoped case by case.
Reach a verdict on your next deal
Run your own analysis. Multi-engine cross-check. Evidence tiers on every claim. One verdict you generate for your own decision.