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Protect your decisions from hidden AI risk.

Every number explainable. Every outcome traceable. CMD + RVL brings analyst-grade context, ratings-grade lineage, and event-driven insight into one platform—so teams can reallocate budget from uncertainty to assurance. Start free in Signals.

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Assurance that moves markets.

CMD + RVL delivers explainable short-horizon outcomes using a continuously updating context graph—our proprietary foundation for a new kind of analyst firm and the future of ratings. We unify rates, filings, events, and cashflows into a defensible view of what’s changing and why. Quants, funds, banks, and operators rely on CMD + RVL when they need analysis that is both transparent and traceable.

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CMD + RVL Signals

Detect exposure before it compounds.

Interactive views that behave like an analyst on your team: overlay rates, curves, and event calendars; test a hypothesis in minutes; trace every shift back to its source. Signals turns fragmented market structure into a coherent narrative backed by lineage.

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Data Products

Auditable data pipelines you can defend.

Proprietary datasets distilled from filings, transcripts, cashflows, curves, and event streams—each documented, verified, and time-aligned. Delivered in Snowflake, built for both regulatory scrutiny and model governance, and continuously enriched as new context arrives.

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Engagements

De-risk innovation.

Prototype → Pilot → Scale with the discipline of an analyst firm and the speed of an engineering team. We help organizations redirect underperforming spend into targeted workflows that deliver measurable protection, insight, and operational leverage—while contributing back into the CMD + RVL context graph.

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Built for volatility.

Markets shift daily, policy resets unpredictably, and opaque models drift until they create real exposure. CMD + RVL maintains a live, event-aware context graph that updates as filings land, curves move, and narratives change. This is the backbone of a next-generation analyst firm—continuously refreshed, ratings-grade in its discipline, and transparent enough for AI governance.

Always current.

Context refreshes within hours of filings, auctions, transcripts, or macro events. Every update flows into Signals and our data products, ensuring analysts, PMs, and operators stay synchronized with what’s actually happening—not last week’s view.

Assurance-grade context.

Each dataset, chart, and model input carries lineage, coverage, freshness, and latency. This creates a defensible audit trail for decisions—whether you’re presenting to a board, reviewing model performance, or proving compliance to regulators.
"Show Treasury yield curve shifts against auction data and highlight risk days where exposures widen."
"Overlay SOFR, Fed Funds, and meeting calendars to prove model sensitivity to policy timing."
"Track CPI-driven volatility across rates and swaps—demonstrating how context changes risk exposure."
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Live assurance. Real-time protection. Explainability that scales across research, modeling, and governance.

Assurance isn’t optional anymore.

CMD + RVL provides an explainability layer designed for the realities of modern markets: fast-moving, data-dense, and increasingly AI-mediated. Our context graph brings together filings, events, curves, and AI-generated features—forming a foundation that meets the standards of analysts, auditors, rating committees, and model-risk teams alike.

Operational Confidence

Teams understand coverage, freshness, and latency at a glance. Every decision becomes defensible—supported by transparent lineage and verifiable sources that hold up in front of boards, auditors, clients, and regulators.

Accelerated Transparency

One explainability layer unites analysts, operators, model teams, and compliance. Conflicts shrink as context becomes shared. Complex workflows tighten because everyone works from the same verified view.

AI-Ready Assurance

Our context graph grounds agents and models with verifiable inputs, narrative alignment, and audit-grade metadata—turning AI from an opaque risk amplifier into a dependable component of research, analytics, and ratings processes.
Trusted by leaders in:
Finance
Banking
Manufacturing
Logistics
Public Sector
Reallocate AI, data, research, and compliance spend into a single assurance backbone. CMD + RVL supports the operational discipline of an analyst firm and the rigor expected from a future ratings agency—explainability from day one, scalability from day two.
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PRODUCTS

Data ProductsCMD+RVL Signals

SOLUTIONS

EngagementsModel-in-ContextContext Engine

PRODUCTS

Data ProductsCMD+RVL Signals

SOLUTIONS

EngagementsModel-in-ContextContext Engine

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