CMD+RVL delivers scheduled, audit-ready market outcomes for investment and risk teams. You get the result AND the evidence trail — sources, methodology, assumptions — so you can use the answer now and explain it later.

What is a Verified Outcome?

A named, scheduled result delivered with its complete audit trail. Every outcome includes the sources, definitions, and methodology needed to explain how it was produced — or recreate it using your own tools.

Investment and risk teams at hedge funds, asset managers, and credit/structured finance firms — anyone doing work where numbers get questioned and conclusions need to hold up under scrutiny.

How is this different from Bloomberg or Refinitiv?

Terminals give you access to data. CMD+RVL gives you verified outcomes — named results with evidence attached, delivered on schedule. Every result includes what you need to explain how it was produced.

What outcomes are available?

Production-ready outcomes include SEC EDGAR disclosure monitors, CMBS ownership tracking, exhibit swap detection, borrower disclosure drift alerts, BDC portfolio state monitoring, and prospectus market context snapshots.

Can we recreate this internally?

Yes — that's the point. Every outcome includes complete specifications: sources, assumptions, logic. You can run our version alongside yours during transition, then bring it fully in-house when you're ready.

How do I get started?

Start with a 14-day evaluation on your own portfolio. Define the outcome you need, provide your issuers or CUSIPs, and receive real data. No commitment — after the evaluation, you decide whether to continue.

How much does it cost?

Outcomes are priced per deliverable with clear SLAs — not seat licenses or token fees. The 14-day evaluation is free. Pricing scales with outcome complexity and coverage, discussed after you've seen results on your data.

What if my numbers differ from yours?

That's what the Compare phase is for. When results diverge, the difference surfaces with clear attribution. You can run CMD+RVL as a parallel reference while building internal capabilities.

How do you handle data accuracy?

Every outcome includes an Evidence Pack with source references, transformation logic, and methodology. When confidence drops or data is missing, it's flagged before delivery — no silent failures.

What delivery options are available?

Outcomes can be delivered via email, Slack, or webhook. You choose the channel and schedule that fits your workflow.

Signals is CMD+RVL's discovery surface — a place to explore market data, test hypotheses, and identify patterns before committing to formal outcomes.

Outcomes How It Works

Evaluate Outcome

Outcomes. With Receipts.

CMD+RVL helps business and data leaders deliver critical outcomes — analytics, automation, and AI initiatives — by bringing clarity to their data ecosystem.

Evidence Record

SourceSEC EDGAR 10-K

Filed2025-01-15T16:32:00Z

ExtractedRisk Factor §1A.4

Hasha3f8c2...91b7

VerifiedLineage traceable to source

See an outcome →Talk to us

When the number gets questioned, show exactly where it came from.Try it free.

Daily

Delivery

Results every market day

Full

Receipts

Sources, methodology, timestamps — attached to every result

14 days

Free evaluation

Test on your data. No commitment.

How It Works

Produce. Replicate. Compare. Check.

Most tools give you access to data. You still do the work explaining where numbers came from. CMD+RVL delivers the outcome AND the receipts — everything you need to recreate it yourself when you're ready.

01Produce

We deliver the answer

You define what matters. We deliver results daily — ready to use in your workflow, with receipts attached.

02Replicate

You own the methodology

Every outcome includes the complete specification: sources, assumptions, logic. Your team can recreate it internally whenever you're ready.

03Compare

Run us alongside your systems

Building in-house? Run our version in parallel. When results differ, you'll know exactly where and why — before it becomes a problem.

04Check

Catch drift before it costs you

Markets change. Sources shift. We flag differences between expected and actual — before they reach decision-makers.

The goal isn't vendor lock-in. It's giving you the freedom to bring it in-house when you're ready.

Not a tool. Not a black box.

Getting data isn't the hard part. The hard part is standing behind a number once it gets questioned. CMD+RVL brings clarity to your data ecosystem — delivering the outcome and everything needed to explain it or recreate it yourself.

Outcome

(noun)

A named, scheduled result your team can use immediately, explain to stakeholders confidently, and recreate independently whenever you need to.

Outcomes

You get the result.

Clear outputs delivered on a schedule, ready to use in your existing workflow.

See an example →

Receipts

You can explain it.

Every outcome includes sources, assumptions, and timestamps. When questioned, you can show exactly where it came from.

How receipts work →

Portability

You can recreate it.

Complete specs mean your team can rebuild any outcome internally. Run ours alongside yours — then bring it in-house when ready.

See the process →

What changes when outcomes come with receipts

Without CMD+RVL

✗Pulling data from multiple sources, reconciling by hand
✗Recreating logic every time a number gets questioned
✗Explaining methodology from memory when asked
✗Finding out something changed after the decision was made

With CMD+RVL

✓Results arrive on schedule, ready to use
✓Every number links to its source and timestamp
✓Specs documented once — reusable for every follow-up
✓Differences surface early, before they become problems
✓Time spent analyzing instead of assembling

What You Get

Built for when the number gets questioned.

Good outcomes don't fail — unexplained ones do. Every CMD+RVL outcome includes what you need to answer follow-up questions without scrambling.

Clear results

Outputs ready for research, reporting, or decision-making — the moment they arrive.

Clear receipts

Sources, assumptions, methodology, timestamps. Everything documented so anyone can see how the result was produced.

See a real outcome →

The confidence to say "Here's exactly where that came from" instead of "Let me check and get back to you."

Built for outcomes that get questioned.

Research. Underwriting. Portfolio monitoring. Risk. Audit. When critical outcomes inform real decisions, every number needs a source and every conclusion needs to hold up.

Defensible answers

Every result includes sources, methodology, and timestamps. When questioned, the receipts are already there.

Reusable specs

Document the methodology once, reuse it indefinitely. No recreating logic for every follow-up.

Early visibility

When inputs change or results drift, differences surface clearly — before they become problems.

Trusted by leaders in:

Hedge Funds

Asset Managers

Credit & Structured Finance

Risk & Compliance

Investment Research

Start with one outcome on your own data. See the work behind it. Decide if it fits.

See a live outcome →Start free evaluation

14-day evaluation on your data. No commitment.