Coming SoonClutch Apps · Announcement
The Short Version

Clutch AccountabilityLab is an AI-assisted application I am building to help people in Michigan prepare evidence-supported grievances against attorneys and judges. It will compare your documents to rules that may apply, tell you plainly when the evidence does not support a concern, and help you assemble an organized, printable filing packet. It is in development and is not available yet.

Key Points
AccountabilityLab will start with Michigan: attorney grievances to the Attorney Grievance Commission and judicial complaints to the Judicial Tenure Commission.
Its evidence-to-rule analysis will identify potentially applicable rules. It will not decide whether anyone committed misconduct.
When the documents fall short, it will say so, flag contradictions, and build a checklist of what you would need to obtain. Fewer unsupported grievances means less staff time spent screening them, at the JTC on the taxpayer’s dime and at the AGC on attorneys’ license fees.
Planned outputs include a drafted grievance, exhibit index, chronology, printable filing packet, and notarization guidance where a filing calls for it.
Users will be able to opt in to anonymous tracking, so Clutch can publish aggregate dashboards on attorney and judicial grievances: trends and patterns the official numbers do not show.
There is no release date. Every feature described here is planned, not live.

The problem with the current process

Most people who file a grievance against a lawyer or a judge have never read the Michigan Rules of Professional Conduct or the Michigan Code of Judicial Conduct. They show up with a story, a stack of paper, and a feeling that something went wrong. What they do not have is a way to connect those three things.

The filing requirements themselves are short. A request for investigation of an attorney must be in writing, describe the alleged misconduct with its approximate time and place, and carry the complainant’s signature. The Attorney Grievance Commission accepts its own form or a signed letter, and it does not accept requests electronically or by fax. A request for investigation of a judge must be in writing and verified on oath of the person filing it.

The hard part is everything those rules assume you already know. Which standard applies to this conduct? Is a missed deadline a professional conduct issue or a malpractice claim? Is a judge’s ruling misconduct, or is it a decision you disagree with that belongs on appeal? Which of your documents actually shows what happened, and which only shows what you believe?

Legal error is not judicial misconduct. The Judicial Tenure Commission is not an appellate court and cannot change a judge’s order. Michigan’s judicial discipline rules have long treated an erroneous decision made in good faith and with due diligence as legal error to be fixed on appeal, not misconduct. An unfavorable ruling, on its own, is not a grievance.

None of that confusion is the fault of the agencies. Their job is to investigate conduct, not to coach complainants, and filing a grievance has never guaranteed an investigation. But the gap is real, and it cuts both ways. People with legitimate concerns give up because the process feels impenetrable. People without supporting evidence file anyway, because nobody helped them see what was missing.

Introducing AccountabilityLab

I am building AccountabilityLab to sit in that gap. It is the newest addition to Clutch Apps, the investigative technology I am developing alongside Clutch Justice’s reporting.

The plan is simple to describe. You upload your documents: correspondence, court records, transcripts, billing statements, orders, and anything else that shows what happened. You explain the concern in your own words. AccountabilityLab organizes the material, compares it to rules that may apply, tells you what the evidence supports and what it does not, and then helps you build a clear, professionally formatted grievance from what you actually have.

It is not a lawyer, and it is not a shortcut around the disciplinary process. It is a preparation tool. The goal is that by the time you sign anything, you understand your own file better than you did when you started.

From documents to potential rule violations

The core of AccountabilityLab is what I call the evidence-to-rule engine. It will read the conduct your documents describe and match it against verified professional conduct rules for attorneys and judicial conduct standards for judges, keeping the two systems separate because they are separate. Attorneys answer to the Michigan Rules of Professional Conduct through the Attorney Grievance Commission. Judges answer to the Code of Judicial Conduct through the Judicial Tenure Commission, with discipline ultimately decided by the Michigan Supreme Court.

For each potential match, the engine will show three things: the rule, the specific conduct it may relate to, and the exact documents that conduct comes from. Every finding will be traceable to a page you can open and check yourself. If the system cannot point to the source, it will not make the claim.

The line it will not cross

Potentially applicable is not proven. AccountabilityLab will identify rules that may apply and assess how well your documents support them. It will not tell you an attorney or judge committed misconduct. That determination belongs to the disciplinary authorities and the Supreme Court, and the software will say so on every analysis it produces.

Rules will only be included after they are verified against official current sources. When a rule changes, the analysis built on it should change too. I would rather show fewer rules that are right than more rules that are stale.

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What happens when the evidence isn’t enough?

This is the part of AccountabilityLab I care about most, and the part I think is missing from almost everything else in this space.

Plenty of tools will help you write a complaint. Very few will tell you that your complaint is not ready. AccountabilityLab is being designed to do exactly that. If your documents do not substantiate a potential violation, it will say so in plain language and explain what remains unsupported. Not “insufficient evidence” as a dead end, but a specific account of the distance between what you believe happened and what your file currently shows.

Each concern in your file will land in one of three places:

Supported

The conduct is documented, the source is identified, and the record speaks for itself.

Gap

The concern may be valid, but the file does not show it yet. The analysis names what is missing.

Contradiction

Your records disagree with each other, or another explanation fits the same facts.

A checklist built from your file

For every gap, AccountabilityLab will generate a personalized evidence checklist: the specific records that could clarify the issue and where they usually come from. If you believe a lawyer never returned unearned fees, the checklist might point to the fee agreement, the final billing statement, and any trust account accounting you received. If you believe a hearing was handled improperly, it might point to the transcript, the register of actions, and the written order. The point is to turn “I know something was wrong” into a concrete list of what would show it, or show that it was not.

Contradictions, surfaced on purpose

AccountabilityLab will also look for material inconsistencies: dates that do not match, statements that conflict, and records that support a competing explanation. That can feel uncomfortable. It is also the most useful thing a preparation tool can do, because those are precisely the issues an investigator will notice first. Better to find them at your kitchen table than in a dismissal letter.

Why this matters. A grievance built on documented, sourced facts is easier for an agency to evaluate. A concern that is not supported yet deserves more work before it is filed, not a louder complaint. AccountabilityLab is designed to help with both.

Why this helps the agencies, too

Better-prepared grievances are not only good for the people filing them. Every request for investigation has to be read, screened, and answered, whether it is backed by documents or by nothing at all. Grievances that are really disagreements with a ruling, that fall outside an agency’s jurisdiction, or that arrive without the records needed to evaluate them still take staff time before they can be closed.

A tool that tells people, before they file, when their evidence is not there yet, and that steers legal-error complaints toward an appeal instead, should mean fewer unsupported grievances in the queue. The ones that do arrive should come organized, sourced, and easier to evaluate. That frees investigators to spend their time where the evidence actually points.

There is a public cost to that time as well. The Judicial Tenure Commission is funded through the state judiciary budget, so its workload is paid for by Michigan taxpayers. The Attorney Grievance Commission is funded by the license fees Michigan lawyers pay, not by tax dollars. Either way, a grievance that is not ready to be filed costs someone money to process. Cutting down on those is a win for complainants, for the agencies, and for the people who fund them.

Building the grievance

Once the analysis is done, AccountabilityLab will help turn it into something you can file. The planned workflow guides you through a clear, organized narrative of what happened, written from the evidence rather than around it, with each factual statement tied to an exhibit.

Alongside the narrative, it will assemble the supporting pieces: an exhibit index with consistent labels, a chronology of events drawn from your documents, and a printable filing packet formatted for the agency you are filing with. A submission checklist will cover the practical details that sink otherwise solid filings, such as signatures, the correct mailing address, copies of attachments, and the AGC’s request that documents not be bound or stapled.

You remain the author. AccountabilityLab drafts and organizes. You review, revise, and decide whether to file at all.

Notarization and filing support

Notarization is not required for every grievance, and the difference matters. Under Michigan Court Rule 9.112, an attorney grievance must be signed by the complainant; the rule does not call for a notary. Under MCR 9.220(A), a request for investigation of a judge must be verified on oath of the grievant, which is commonly done in front of a notary public.

FilingWhat the court rule requires
Attorney grievance (AGC)In writing, describes the alleged misconduct with approximate time and place, and signed by the complainant (MCR 9.112). The AGC requires an original signature and does not accept electronic or faxed requests.
Judicial complaint (JTC)In writing and verified on oath of the grievant (MCR 9.220(A)).

For filings that call for verification, AccountabilityLab is planned to help you find a nearby notary or an eligible remote online notarization service. I am a commissioned Michigan remote online notary myself, and first-party notary booking may eventually be offered as an optional service. It is not available through AccountabilityLab today, and using it will never be a condition of using the app.

Requirements and forms change. Before you file anything, check the current form and instructions from the agency itself.

Opt in: a public picture of accountability

Every grievance filed in Michigan is a data point that mostly disappears. The Attorney Grievance Commission and the Judicial Tenure Commission publish annual reports with totals and outcomes, but nobody outside those agencies can see the patterns that run through individual complaints: which kinds of conduct keep coming up, in which courts and practice areas, and what happens to them after they are filed.

AccountabilityLab will give users a choice to change that. When you prepare a grievance, you will be able to opt in to having it tracked by Clutch Justice without your name attached. With enough participation, those records become aggregate public dashboards: trends by rule category, court, county, and practice area, along with how grievances move through the process over time. It is the complainant’s side of the record, and it is a view the official reports do not provide.

The purpose is the same one behind everything Clutch publishes. Patterns are harder to dismiss than individual complaints. When the same conduct shows up again and again, the public, the press, and the agencies themselves can see it, and visible patterns are how misconduct gets disrupted instead of repeated.

There is a choice here. We can keep letting the same stories play out in the same courtrooms, over and over, and keep pretending that each person who lives through one is dealing with it alone. Or we can gather the data, put the patterns where everyone can see them, and do something about it. AccountabilityLab is my vote for the second option.

How the tracking is designed

Opt-in only. Nothing is tracked unless you choose it, and you can decline and still use every other feature.

Your name stays off it. Identifying details about you are removed before anything is counted.

Allegations stay allegations. A filed grievance is a claim, not a finding. Dashboards will label filed concerns, agency outcomes, and public discipline separately, and will not present an unproven grievance as established misconduct.

Aggregate first. Results will be published as patterns, with small counts withheld so no individual case or complainant can be picked out.

Like the rest of AccountabilityLab, tracking and dashboards are planned, not live. The methodology will be published before the first dashboard is.

Part of the Clutch ecosystem

AccountabilityLab is designed to work on its own, and to connect with the rest of the Clutch toolkit when you authorize it. Beagle handles public-source discovery, such as confirming an attorney’s licensing details or finding a public record you did not know existed. RecordLab is being built to analyze document productions and public records for gaps and inconsistencies. Clutch Intel is the structured workspace for deeper investigative organization. Those integrations are planned, not live, and any exchange between apps will depend on your permission.

Michigan first, nationwide architecture

The first release will focus on Michigan’s Attorney Grievance Commission and Judicial Tenure Commission. That is where Clutch Justice reports, where I know the process best, and where I can verify every rule and filing requirement the app relies on.

The architecture is being built so other jurisdictions can be added later. Every state has its own rules, its own agencies, and its own filing procedures, and none of them will be added until those rules and procedures are verified. A tool that gets the rules wrong in fifty states is worse than one that gets them right in one.

What comes next

AccountabilityLab is in development. I am not announcing a release date, because I would rather tell you when it is ready than promise a date and miss it. The Clutch Apps page will show its status as it moves forward, and I will report on major milestones here.

If you work in legal aid, attorney regulation, judicial accountability, or court reform and want to talk about AccountabilityLab, you can reach me at hello@clutchjustice.com. Please do not send case files or confidential documents by email.

The disciplinary process should not require someone to become an expert in professional conduct rules just to understand whether their concerns warrant further examination. AccountabilityLab is being built to make that first step more informed, more organized, and more accessible.

Editorial and legal notice. Clutch AccountabilityLab is an independent Clutch Justice project in development. It is not affiliated with or endorsed by the Michigan Attorney Grievance Commission, the Judicial Tenure Commission, the Attorney Discipline Board, or the Michigan Supreme Court. It does not provide legal advice or a legal determination of misconduct. Features described in this article, including opt-in tracking and public dashboards, are planned and may change before release.

QuickFAQs

Is Clutch AccountabilityLab available now?

No. AccountabilityLab is in development. There is no release date yet, and none of its features are publicly available.

Will it tell me whether an attorney or judge committed misconduct?

No. It is designed to identify rules that may apply and to assess what your documents support. Only the disciplinary authorities and the Michigan Supreme Court decide whether misconduct occurred.

Does a Michigan grievance need to be notarized?

It depends on where it is filed. An attorney grievance must be signed (MCR 9.112). A request for investigation of a judge must be verified on oath (MCR 9.220(A)), which is commonly done before a notary. Check the agency’s current form before filing.

Will my grievance be made public?

Only if you opt in, and even then, not with your name. Opted-in grievances will feed aggregate dashboards on trends and patterns, with allegations clearly labeled as allegations. Tracking is planned and not yet available.

Is AccountabilityLab connected to the AGC or the JTC?

No. It is an independent Clutch Justice project and is not affiliated with or endorsed by either agency or the Michigan Supreme Court.

Cite This Article

BluebookWilliams, Rita. Introducing Clutch AccountabilityLab: A New Way to Prepare Attorney and Judicial Grievances, Clutch Justice (Nov. 7, 2026), https://clutchjustice.com/2026/11/07/clutch-accountabilitylab-attorney-judicial-grievances/.

APA 7Williams, R. (2026, November 7). Introducing Clutch AccountabilityLab: A new way to prepare attorney and judicial grievances. Clutch Justice. https://clutchjustice.com/2026/11/07/clutch-accountabilitylab-attorney-judicial-grievances/

MLA 9Williams, Rita. “Introducing Clutch AccountabilityLab: A New Way to Prepare Attorney and Judicial Grievances.” Clutch Justice, 7 Nov. 2026, clutchjustice.com/2026/11/07/clutch-accountabilitylab-attorney-judicial-grievances/.

ChicagoWilliams, Rita. “Introducing Clutch AccountabilityLab: A New Way to Prepare Attorney and Judicial Grievances.” Clutch Justice, November 7, 2026. https://clutchjustice.com/2026/11/07/clutch-accountabilitylab-attorney-judicial-grievances/.