Description

A focused course, tailored for you

The SR 11-7 Model Risk Validation Workbench

Build defensible SR 11-7 validation files for a mid-size US bank model inventory, with effective challenge that the second line owner can sign in one sitting.

The validator memo is amber, the MRMC packet is due, and the effective challenge log still reads as a checklist instead of a referee opinion.

$199 one-time

Tailored to your situation. Access within 24 hours. 30-day money-back.

Includes a hand-built implementation playbook delivered alongside course access, generated for your specific situation.

Why this course

SVPs running model risk at a top-ten US bank operate between three audiences with conflicting standards. The first-line model owners want the validation closed so they can deploy the challenger. The MRMC and the CRO want a packet they can sign without reputational exposure. The Federal Reserve examiner wants SR 11-7 and OCC 2011-12 evidence that effective challenge actually happened, with benchmark, outcomes analysis, sensitivity testing, and an ongoing monitoring plan tied to materiality tiering. The validation team is small relative to the inventory and the inventory keeps growing as commercial PD, retail attrition, AML transaction monitoring, ALM behavioural assumptions, and third-party vendor scorecards all sit on the queue. The result is validation files that are technically complete but feel templated. Effective challenge reads as a documented opinion, not as a contested one. Re-validation cycles run long because every analyst starts the file from a blank workbook. The Workbench solves the shape problem. It gives the team a re-usable file structure, the benchmark exhibits that hold under examiner challenge, the outcomes analysis cuts that absorb a post-pandemic vintage break, and the effective challenge log shape that survives Q&A with the model owner. The course teaches the SVP how to run the team to that shape and how to defend the file to the MRMC and the examiner.

What you walk away with

Cut validation cycle time for a tier-1 commercial PD model from ten weeks to five with a re-usable file shape and pre-built benchmark exhibits.
Produce an effective challenge log that an examiner reads as a contested opinion rather than a documented checklist.
Stand up an ongoing monitoring dashboard that flags vintage breaks, PSI drift, and override patterns before the model owner discovers them.
Tier the model inventory by materiality with a defensible cut-off the MRMC will sign, and align validation frequency to tier rather than to last cycle date.
Brief the CRO and the examiner in a two-page MRMC packet that survives Q&A without backup decks.

The 12 modules

Module 1. The SR 11-7 file shape and what an examiner reads first

Open the validation file the way a Federal Reserve examiner does. Conceptual soundness one-pager, effective challenge log, outcomes analysis exhibit, ongoing monitoring plan, and limitations section. This module gives you a re-usable validation file template for a commercial PD model, a deposit attrition model, an AML transaction monitor, and a vendor scorecard, with the page-one summary an examiner can grade in five minutes.

Module 2. Conceptual soundness without citation-padding

Conceptual soundness fails when it cites the same three references every cycle. This module rebuilds the section around model-purpose fit, data lineage from authoritative source, segmentation rationale tied to risk driver, and assumption testing that names the alternative specifications you rejected. Worked example on a commercial PD model with a post-pandemic vintage break absorbed in segmentation rather than overrides.

Module 3. Benchmark and challenger that survive examiner Q&A

Benchmark exhibits collapse under examiner challenge when the challenger is a weaker version of the production model. Build benchmarks from a structurally different family. Logistic versus boosted-tree challenger for PD. Survival challenger for deposit attrition. Rule-graph versus transaction-clustering challenger for AML. Documented disagreement is the evidence, not documented agreement.

Module 4. Outcomes analysis with vintage cuts that hold

Outcomes analysis fails when the vintage cut buries the regime break. This module teaches the cuts that work for a US bank balance sheet through and after a stress vintage. By-vintage PD realisation. PSI on application score by month-on-book. Out-of-time slice for ALM behavioural withdrawal. The exhibits you ship in the validation pack and the ones you keep in the working file.

Module 5. Sensitivity testing the model owner cannot rebut

Sensitivity tests fail when the perturbations are smaller than the parameter standard errors. Build sensitivity grids on the actual driver concentrations of the production portfolio. Walk the worked examples for commercial PD on industry concentration, for deposit attrition on rate-sensitivity tiering, and for AML on red-flag weight perturbation. Each test produces a memo paragraph the model owner has no template to push back on.

Module 6. Effective challenge as a contested opinion log

An effective challenge log reads as documented opinion when the validator wrote it alone and as contested opinion when the model owner pushed back. This module gives you the dialogue shape, the calibration-disagreement record, the limitation accepted versus limitation rejected categorisation, and the closing-meeting minute template. The log examiners read as evidence that effective challenge happened rather than evidence that it was performed.

Module 7. Ongoing monitoring the second line owns

Ongoing monitoring lives or dies on who owns the dashboard. This module stands up the monitoring shape the second line owns rather than receives from the first line. PSI on score and on driver. KS by vintage. Override-rate and override-direction by underwriter cluster. Backtest plan for non-PD models. Threshold breach playbook and the four-week regulator-facing reporting cadence.

Module 8. Model inventory tiering the MRMC will sign

Tiering fails when every model becomes tier-1 by precaution. Build a tier-1 / tier-2 / tier-3 cut-off on materiality (P and L impact, capital impact, regulatory reporting impact, customer-facing decision impact) and on complexity. Apply the cut-off retrospectively to a fifty-model inventory and walk the seven re-tier decisions an MRMC will challenge. The cut-off shape you can defend rather than re-litigate every quarter.

Module 9. Third-party and vendor model risk under SR 11-7

Vendor scorecards (FICO, LexisNexis, ChexSystems, AML transaction-monitoring vendors) sit under SR 11-7 just like internal models, but the validation file shape is different. This module builds the vendor validation file: conceptual soundness from the vendor white paper plus your portfolio fit test, your-data benchmark, your-data outcomes analysis, ongoing monitoring of vendor performance drift, and the contract clauses you need before validation can hold.

Module 10. AI and machine-learning model risk under existing standards

Machine-learning models for fraud, AML, and marketing attribution land under SR 11-7 without a new standard. This module walks the additional validation steps: interpretability evidence at the global and individual prediction level, training-distribution versus production-distribution drift monitoring, feature-store lineage, and the documented limitation around adversarial inputs. The validation file shape extends rather than starts over.

Module 11. MRMC packet and CRO brief in two pages

The MRMC packet that gets signed in one sitting is two pages. Page one summarises the model, the tier, the validation conclusion, the limitations accepted, and the open items. Page two is the effective challenge log shape. Backup is in the working file. This module gives you the two-page template, the wording an MRMC chair will sign, and the script for the five questions a CRO asks before signing.

Module 12. Examiner walk-through and regulator narrative

The Federal Reserve and OCC examiners arrive with a model-inventory pull, a tier-1 sample, and ten files to walk. This module teaches the narrative arc for the opening meeting, the file-walk script that anchors on effective challenge rather than technique, and the limitations-accepted phrasing that closes a finding before it is written. Worked walk-through for a commercial PD validation file and an AML transaction-monitor file.

How this addresses your situation

Specific modules that map to what you said you are dealing with.

If the MRMC packet keeps getting bounced for being too long: modules 1, 11.

If validation cycle time is the bottleneck: modules 1, 2, 4, 11.

If the examiner finding is on effective challenge: modules 3, 5, 6, 12.

If the inventory tiering keeps getting re-litigated: modules 1, 8, 9.

What you get with this course

Re-usable SR 11-7 validation file template (Excel and Word) for PD, attrition, AML, and vendor scorecard.
Effective challenge log template with the dialogue shape and the limitations-accepted versus limitations-rejected categorisation.
Benchmark exhibit pack with worked alternative specifications for commercial PD, deposit attrition, and AML.
Ongoing monitoring dashboard spec (PSI, KS, override rate, override direction) with threshold-breach playbook.
Two-page MRMC packet template and the five-question CRO brief script.
Examiner walk-through script for the opening meeting and the file walk.
Hand-built per-buyer implementation playbook keyed to your bank's model inventory taxonomy, tiering matrix, and next attestation date.
30-day money-back guarantee.

What you will have in hand by Day 1, Week 1, Month 1

Within 24 hours: learning environment account provisioned, hand-built implementation playbook delivered alongside it.

Week 1: modules 1 and 2 (file shape and conceptual soundness) and the Excel template applied to one in-flight validation.

Week 2: modules 3 to 6 (benchmark, outcomes, sensitivity, effective challenge) walked against the same in-flight validation.

Week 3: modules 7 to 9 (ongoing monitoring, tiering, vendor) extended to the second-line dashboard build.

Week 4: modules 10 to 12 (AI and ML extension, MRMC packet, examiner walk-through) and the two-page packet drafted for the next MRMC.

Before and after

Before

Validation cycle on a tier-1 commercial PD model runs ten weeks because every analyst starts the file from a blank workbook. The effective challenge log reads as a checklist. The MRMC packet runs forty slides and still bounces for being too long. The Fed examiner finding cites effective challenge as a documented opinion rather than a contested one.

After

Validation cycle on the same model runs five weeks against a re-usable file template. The effective challenge log reads as a contested opinion with limitations accepted and limitations rejected. The MRMC packet is two pages and signs in one sitting. The examiner walk-through closes without a new finding on effective challenge.

What happens if you do not address this

An effective challenge finding from the Federal Reserve at this scale is a matter requiring attention, not a private comment. It triggers a remediation plan with quarterly progress reporting to the regulator, additional MRMC scrutiny, and a multi-year drag on the model risk budget. The cost of closing the gap before the examiner cycle is a fraction of the cost of closing it after.

Who it is for

An SVP-grade model risk manager at a top-ten US bank, FRM-charterholder, accountable for the validation function across credit risk, market risk, operational risk, AML, and third-party models. Reports into the CRO via the head of model risk. Owns the validation calendar, the model inventory tiering, the MRMC attestation packet, and the regulator-facing model risk narrative.

Who this is NOT for. Not for first-line model developers who want a course on building models. Not for vendors selling validation-as-a-service. Not for non-US frameworks; the content is anchored on SR 11-7 and OCC 2011-12 with side-references to PRA SS1/23 and EBA model risk guidance.

How it arrives

Text-based course in the Art of Service learning environment, plus downloadable templates and worked examples for every module, plus the hand-built implementation playbook delivered alongside course access.

Time investment. Twelve modules of about ninety minutes each. Most SVP-grade buyers complete the course over three to four weeks at two modules a week, applied against an in-flight validation file.

Why $199 is the right number

The Federal Reserve and OCC publish SR 11-7 and OCC 2011-12 themselves at no cost. Industry associations (RMA, GARP, PRMIA) run conference sessions on model risk that are useful for context but light on file-level templates. Big consultancies will run a model validation engagement at six-figure scope, with their templates and not yours, and without the per-buyer implementation playbook keyed to your inventory.

FAQ

Is this a Federal Reserve course?

No. The course teaches the validation file shape and the effective challenge log against SR 11-7 and OCC 2011-12 as published standards. The Federal Reserve does not endorse third-party training.

Does it cover PRA SS1/23 and EBA model risk?

The primary anchor is SR 11-7 and OCC 2011-12. PRA SS1/23 and EBA guidelines on internal governance are referenced where they diverge, so a US bank with UK or EU subsidiaries can apply the shape across jurisdictions.

Is it suitable for AML transaction monitoring validation?

Yes. AML transaction monitoring is one of the four worked validation files in the course, alongside commercial PD, deposit attrition, and a vendor scorecard.

Will the templates work for machine-learning models?

Yes. Module 10 walks the extension to ML models without changing the underlying SR 11-7 file shape.

What does the per-buyer implementation playbook contain?

It is hand-built after purchase against your bank's model inventory taxonomy, your tiering matrix, your next MRMC attestation date, and your most recent examiner finding letter if you share it.

30-day money-back guarantee. If after a week of working through the materials this is not what you needed, reply to the receipt email and a full refund is processed. No questions, no forms.

Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.