Published May 13, 2026 · 16 min read
How to Use AI for a Bankruptcy Law Firm in 2026: Intake, Means Test, 341 Prep, Plan & Managing-Partner Scorecard
A practical 2026 playbook for the bankruptcy managing partner (consumer + small-business Ch 7 / 11 / 13, 2–25 attorneys) — intake + eligibility, Means Test assembly, schedules + SOFA, 341 meeting prep, Ch 13 plan drafter, adversary proceedings, discharge-objection defense, and the managing-partner scorecard.
TL;DR for the bankruptcy managing partner
Your AI stack in 2026 is: Bestcase by Stretto / NextChapter / CINgroup / Jubilee / BK Cloud / ECF PDF for petition assembly + schedules + Means Test, Clio Manage + Duo / MyCase IQ / Smokeball AI / Rocket Matter / PracticePanther / Filevine Core for matter + conflicts + billing, Westlaw Precision AI / Lexis+ AI / CoCounsel / Harvey / Paxton / Bloomberg Law AI / vLex Vincent for citation-verified research, PACER + ECF + Bankruptcy Court PACER Case Locator + Trustee e-filing portals for filing, Jump / Zocks / Fireflies Enterprise / Nuance DAX for Legal for ambient client-meeting notes, and BirdEye / Podium / Swell / Lead Docket / Captorra / Intaker for review + intake. Attorney signs every petition, schedule, Means Test, plan, and adversary pleading. AI drafts.
The compliance floor (don't skip this)
- ABA Model Rules 1.1 / 1.4 / 1.5 / 1.6 / 3.3 / 5.3 / 7.1 / 7.3 — competence, client communication, fees, confidentiality, candor, non-lawyer supervision, truthful advertising, solicitation.
- ABA Formal Opinion 512 (July 2024) — the generative-AI opinion that governs confidentiality, competence, fee-reasonableness, and supervision for bankruptcy practice.
- 11 U.S.C. §110 — bankruptcy petition preparers cannot be the attorney and cannot use AI to unauthorized-practice; attorney signs as attorney of record.
- 11 U.S.C. §§527, 528, 526 — Debt Relief Agency disclosures, written contract, advertising rules; mandatory notices AI must never paraphrase.
- 11 U.S.C. §329 + FRBP 2016(b) — disclosure of compensation; attorney must disclose all payments, including any AI-assisted-billing line items, truthfully.
- FRBP 9011 — signing, sanctions, certifications; fabricated AI citations = §9011 sanctions + disgorgement risk.
- 28 U.S.C. §1746 + FRBP 1008 — verification under penalty of perjury; debtor attests to every schedule + SOFA line.
- Bankruptcy Code §707(b) + BAPCPA Means Test — consumer Ch 7 eligibility; abuse presumption triggers at <median or IRS-Standards calculation.
- §1325 projected disposable income — Ch 13 plan confirmation; Lanning + Ransom Supreme Court framework.
- §523 + §727 — non-dischargeable debts + discharge denial; adversary proceedings under FRBP 7001.
- US Trustee Handbook + local rules + chapter-specific trustee guidelines — every district has its own Ch 13 model plan, 341 practice, and local motions.
- Mata v. Avianca (SDNY 2023) + Park v. Kim (2d Cir 2024) + Morgan & Morgan (2025) — fabricated AI citations = FRCP 11 / FRBP 9011 sanctions.
- FTC Act §5 UDAP + state consumer-protection statutes — truthful advertising, no "erase all your debt" promises, no "stop garnishment instantly" language without proper qualifiers.
- State bar advertising + solicitation rules — direct-mail cooling-off windows (FL 30-day, TX 30-day, TN), testimonial compliance, disclaimers.
- TCPA + state mini-TCPA — quiet hours 8 AM–9 PM, two-party consent (CA / FL / MA / WA / PA / IL / MT / NH / CT / MD), STOP honoring.
- HIPAA BAA when medical debt is involved + medical records in schedules (cancer, disability) — PHI handling rules.
- Gramm-Leach-Bliley / state financial privacy — debtor financial data = NPI; GLBA Safeguards + state mirrors (201 CMR 17.00 / SHIELD / CCPA).
The 2026 AI stack for a bankruptcy firm
- Petition prep + schedules + Means Test: Bestcase by Stretto, NextChapter, CINgroup, Jubilee, BK Cloud, StandardLegal, ECF-PDF assemblers.
- Practice management + billing + conflicts: Clio Manage + Duo, MyCase IQ, Smokeball AI, Rocket Matter, PracticePanther, Filevine Core, CosmoLex, Zola Suite.
- Intake + lead routing: Lead Docket, Captorra, Intaker, Growpath, Lawmatics, Clio Grow.
- Legal research (citation-verified): Westlaw Precision AI, Lexis+ AI, CoCounsel, Harvey, Paxton, Bloomberg Law AI, Fastcase, vLex Vincent.
- Ambient meeting + deposition + client-interview notes: Jump AI for Advisors repurposed for legal, Zocks, Zeplyn, Fireflies Enterprise, Nuance DAX for Legal, Mili, Heidi.
- eDiscovery (11s + adversary): Relativity aiR, Everlaw AI, DISCO Cecilia, Reveal, Logikcull.
- Filing + court data: PACER, Case Management / Electronic Case Files (CM/ECF), Bankruptcy Court PACER Case Locator, InForum, UpSolve data, Bankruptcy Trustee e-filing portals.
- Creditor-matrix + 341 logistics: BK Software creditor-matrix importers, Trustee 341 Zoom roster tooling (most districts moved to remote 341 post-2020), US Trustee audit integration.
- Document intake + OCR + redaction: Kofax Power PDF, Adobe Acrobat AI, ABBYY, Rossum, DocJuris.
- Review + reputation: BirdEye, Podium, Swell, Justia, Avvo, Martindale.
- General-purpose drafting (never with SSN / tax returns / medical records): Happycapy, Claude, ChatGPT Team, Gemini, Copilot for outlines + templates only.
10 copy-paste AI prompts for the bankruptcy managing partner
1. Consumer intake + chapter-fit triage
Triage consumer inquiries so the first call maps to the right chapter and flags abuse-presumption risk.
You are the intake attorney for a consumer bankruptcy firm.
Given this intake call transcript, produce:
1. Chapter-fit first pass: Ch 7 (liquidation) vs Ch 13 (reorganization) vs Ch 11 Subchapter V if small-business; rule out if ineligible (§109 residency, prior-discharge bar §727(a)(8)/(9), credit-counseling §109(h)).
2. Means Test flag: household size, annual income vs state median per current US Trustee data, probable abuse-presumption risk.
3. Asset red flags: home equity vs state homestead, vehicles, retirement (401(k)/IRA protected), tax refunds, business interests, prior-year transfers (preference §547 / fraudulent-transfer §548).
4. Debt red flags: domestic support (§523(a)(5)), student loans (§523(a)(8)), recent tax debt (§523(a)(1)), recent luxury purchases / cash advances (§523(a)(2)(C) presumption), DUI judgment (§523(a)(9)).
5. Urgency: foreclosure sale date, garnishment, repossession, utility shutoff, pending lawsuit / judgment.
6. Document-request list: 6 months pay advices, 2 years tax returns, 6 months bank statements, retirement statements, property records, lease / mortgage, recent creditor letters.
7. §527(a)(1) NOTICE + §528(a)(4) disclosures confirmed in the intake packet.
8. Three-sentence transactional follow-up SMS with no marketing language; STOP honored.
Return JSON for Clio / MyCase / Filevine. Attorney reviews and signs the fee agreement. Never promise a specific discharge outcome or timeline.
Transcript: <paste>
2. Means Test (122A / 122C) assembly
Build the Means Test with verified six-month CMI + IRS Standards without fabricating expense entries.
Assemble the Means Test for <debtor>, chapter <7/13>, household size <n>, state <state>, filing-window month <mm/yyyy>.
Inputs: 6 months of pay advices, non-filing spouse income, unemployment, SS, child support received, pension, rental income, business K-1, tax returns; household composition + dependents.
Output:
- Form 122A-1 (Ch 7) or 122C-1 (Ch 13) with CMI calculated from the six-month lookback per §101(10A); verify inclusion/exclusion of SS Act benefits.
- Annualized CMI vs state median from current US Trustee Census + CMI tables (cite table version).
- If above-median: Form 122A-2 or 122C-2 with IRS National Standards (food, clothing, household supplies, personal care, misc) + IRS Local Standards (housing + utilities by county, transport operating + ownership).
- Special circumstances (§707(b)(2)(B)) enumerated: catastrophic medical, elderly-dependent care, job loss, specific identifiable hardship.
- Secured debt deduction with real-month average for mortgage / car / secured claim.
- Priority claim deduction (DSO, taxes, last 180-days wages).
- Final DI + abuse-presumption result for Ch 7; projected disposable income for Ch 13 plan feasibility.
- Red flags: any line where AI cannot verify the underlying document; HOLD for attorney review.
Never invent an expense. Never average across a partial month. If document is missing, flag for attorney request. Attorney signs the Means Test; AI does not.
3. Schedules A/B/C/D/E/F/G/H + SOFA assembly
Draft schedules + SOFA from verified documents with per-entry source + exemption claim framing.
Draft schedules A/B/C/D/E/F/G/H + Statement of Financial Affairs (SOFA) for <debtor>, state <state>, exemption regime <federal §522(d) OR state opt-out>.
Inputs: property records, DMV titles, bank + investment statements (6 months), retirement statements (2 years), creditor letters / proofs, leases, contracts, recent transfers (2 years §548 / 4 years §548(e) / longer for §727 lookback), prior-lawsuit list, prior-business interests.
Output:
- Schedule A/B real + personal property with FMV source (Zillow / Redfin / KBB / broker) and co-owner identification.
- Schedule C exemptions with statute cited, amount, and 'unlimited' or dollar-capped per state / federal regime; flag any over-exemption risk.
- Schedule D secured creditors with collateral description + lien position + outstanding balance per creditor statement.
- Schedule E/F priority + general unsecured with domestic support, taxes, last-180-day wages, and co-debtor codebtors (Schedule H).
- Schedule G executory contracts + unexpired leases.
- SOFA Q1–Q29 with verified answer + source doc reference.
- Every entry has: source doc, amount, date verified, debtor-attestation line.
- Red flags: gifts/transfers > §547/§548 look-back, insider transfers, recent credit-card advances triggering §523(a)(2)(C) presumption, undisclosed prior names / prior bankruptcies, undisclosed business interests.
Debtor signs under 28 U.S.C. §1746 penalty of perjury. Attorney signs FRBP 9011 certification. AI does not.
4. Chapter 13 plan drafter
Assemble the Ch 13 plan against the district's model plan + §1325 confirmation requirements.
Draft a Chapter 13 plan for <debtor>, district <district>, using the local model plan <cite local form #>.
Inputs: disposable-income from Means Test, secured claims (mortgage cure / car cramdown / 910-day PMSI check), priority claims (DSO, taxes), general-unsecured, attorney fee structure, trustee fee %, plan length (36 or 60 months per §1325(b)(4)).
Output:
- Plan summary: monthly payment, length, commitment period, projected % to unsecured.
- Treatment: mortgage maintenance + arrears cure, 910-day rule vehicle analysis, cramdown on eligible secured, §522(f) lien avoidance motion if applicable.
- Priority treatment: DSO current + arrears cure, §507(a)(8) tax priority with payoff through plan.
- Unsecured treatment: pro-rata distribution, projected disposable income per §1325(b) Lanning + Ransom.
- Executory contract + lease assumption / rejection.
- Separately-classified claims justified per §1322(b)(1).
- Attorney fee: approved no-look fee amount for district or fee application with lodestar.
- Confirmation objection-proofing: best-interests §1325(a)(4), feasibility §1325(a)(6), good-faith §1325(a)(3) narrative, disposable-income §1325(b).
- Plan-payment wage order if applicable (local practice varies).
- 2-page client-facing plan explainer in plain English.
Attorney signs and files the plan. AI never signs.
5. 341 meeting prep packet
Produce the 341 prep packet keyed to trustee questions + red-flag items specific to this case.
Build the 341 meeting prep packet for <debtor>, chapter <7/13>, trustee <name>, district <district>, 341 date <date>, format <in-person / remote video>.
Inputs: petition + schedules + SOFA + Means Test + supporting docs + trustee history + district local rules.
Output:
- Trustee question bank (standard US Trustee Director's required questions + trustee-specific patterns).
- Debtor Q&A drill: every schedule answer rehearsed, every SOFA answer rehearsed, every anomaly (gift, transfer, sudden balance change) with a 2-sentence truthful explanation.
- ID / SSN verification checklist: approved photo ID + SSN verification document per Trustee Handbook.
- Pre-filing document audit: confirm bank statement matches schedule balance on petition date, valuation source for home / car / business is still current, tax return filing status current.
- Red-flag rehearsal: luxury purchases in 90 days (§523(a)(2)(C)), cash advances in 70 days, insider transfers, undisclosed assets, pending-lawsuit disclosure, prior-bankruptcy disclosure, undisclosed income source.
- Remote-341 checklist if district is Zoom: camera + mic + ID on-camera + quiet location + stable connection + backup dial-in.
- 1-page client-facing 'what to expect' narrative, plain English, 8th-grade reading level, with 341 is under oath reminder.
Attorney attends. AI never attends. Trustee questioning is live testimony under §343.
6. Adversary-proceeding framework (§523 / §727)
Draft the adversary complaint or defense framework for dischargeability + discharge-objection actions.
Draft the adversary proceeding framework under FRBP 7001 for <plaintiff / defendant>, matter <description>, cause of action <§523(a)(#) or §727(a)(#)>.
Output:
- Cause-of-action elements with citation to current Circuit law (use Westlaw Precision AI / Lexis+ AI / CoCounsel / Harvey — no fabricated citations).
- §523(a)(2) fraud: misrepresentation, reliance, scienter, damages; distinguish (a)(2)(A) actual fraud from (a)(2)(B) false financial statement.
- §523(a)(4) fiduciary fraud / embezzlement / larceny.
- §523(a)(6) willful-and-malicious injury (Kawaauhau v. Geiger framework).
- §727(a) denial of discharge grounds: concealment, false oath, records, unexplained loss, disobedience of court order.
- Deadlines: FRBP 4004 / 4007 60-day from first-scheduled 341; extensions under Rule 9006 with cause.
- Discovery plan: FRBP 7026-37 + FRCP 26 adoption; document requests, depositions, 2004 exam.
- Summary-judgment vs trial readiness per Circuit.
- Settlement framework: §502 claim allowance, §524 discharge scope, §105 injunction reinforcement.
- Fee recovery: §523(d) consumer-debt fee-shift if plaintiff loses on (a)(2), attorney-client fee-agreement analysis.
Citation-verify every case via Westlaw Precision AI / Lexis+ AI / CoCounsel / Harvey / Paxton. Mata / Park / Morgan sanctions apply. Attorney signs FRBP 9011.
7. Motion-practice library: stay relief, exemption, cramdown
Generate the standard motion + response + reply pack with local rule compliance.
Draft the motion + proposed order + memo for <motion type> in <district>, local rule <cite>.
Motion types in scope:
- §362(d) stay-relief response (cause + adequate protection + equity/necessary-for-reorg analysis).
- §522(f) lien avoidance on household goods / tools of trade / judicial liens.
- §506 / §1322(b)(2) cramdown on non-residence secured claim.
- §1325 confirmation objection response.
- §365 assumption / rejection motion.
- §707(b) UST motion-to-dismiss response.
- Motion to convert §706 / §1307.
- Motion to reopen §350.
- Reaffirmation agreement §524(c)(d) review.
Output:
- Caption + procedural posture.
- Statement of facts tied to record citations (schedules / 341 transcript / plan / declarations).
- Legal standard with Circuit + district citations (Westlaw Precision AI / Lexis+ AI verified).
- Argument with subheadings + record citations.
- Proposed order matching district's local-rule order form.
- Certificate of service matching local rule service list (debtor + trustee + UST + creditor + parties in interest).
- Attorney signature block with bar # + firm + contact.
Never cite a case AI produced; every citation verified through Westlaw / Lexis / CoCounsel + pulled and read.
8. Creditor-matrix + noticing + schedule-amendment workflow
Build the creditor-matrix + noticing workflow with schedule-amendment protocol for late-added creditors.
Produce the creditor-matrix + noticing + schedule-amendment workflow for <debtor>.
Output:
- Matrix assembled from credit reports (Equifax / Experian / TransUnion) + debtor-supplied creditor list + collection-letter inbox.
- Address verification per US Trustee guidelines: exact address from most recent collection letter or creditor portal.
- Address consolidation for corporate parent vs collection agent: send notice to both where statute requires.
- EIN / last-4 SSN for business debtors.
- Electronic-creditor registration flag (major creditors use electronic ECF addresses).
- Schedule-amendment protocol: Rule 1009(a) motion + amended schedules + amended matrix + supplemental §341 notice where required.
- Late-filed claim handling per §502 / §726(a)(2)(C); Ch 13 cure-and-maintenance analysis.
- §341 notice + discharge notice delivery tracking.
- Discharge violation log: §524 injunction violations documented for potential contempt / §105 sanctions.
Debtor signs amended schedules under §1746. Attorney signs Rule 9011 certification.
9. Debt-relief-agency compliant client letter + ad creative
Write the client status letter + ad creative that meets §527 / §528 + state bar rules.
Draft a client status letter + a state-compliant bankruptcy ad for <firm>, state <state>, targeting <consumer Ch 7 / Ch 13 wage-earner / small-business Subchapter V>.
Client status letter:
- Stage of case (pre-filing / filed / 341 scheduled / plan confirmation / post-discharge).
- Next milestone with date + what is required from client.
- Plain-English summary of last court event.
- Remaining balance / fee status / next payment due.
- No guarantee of outcome; retain §527 required caveats.
- 8th-grade reading level.
- Honor client communication preferences + state language for non-English speakers.
Ad creative:
- Verbatim '§527(a)(1) NOTICE TO CONSUMER' required disclosure; do not paraphrase.
- Verbatim '§528(a)(4) disclosure' + state ad regulations.
- Attorney + firm identification; bar #; responsible-attorney statement per state rule.
- No 'erase debt' / 'instant fresh start' / 'guaranteed approval' language.
- Testimonial compliance: FTC Endorsement Guides 2023 material-connection + typicality disclosure.
- Spanish + in-language version for service area demographics.
State-specific advertising + direct-mail cooling-off rules (FL 30-day, TX 30-day, TN) where applicable. Attorney reviews and signs every ad before publication.
10. Managing-partner weekly scorecard + case-pipeline KPI
One-page managing-partner scorecard covering pipeline, docket health, trustee relationships, people, and economics.
Build the managing-partner weekly scorecard.
Inputs from Clio / MyCase / Smokeball / Filevine / PACER / QuickBooks:
- Pipeline: new leads, consults-booked, consults-to-retain %, retainers paid, cases filed by chapter.
- Docket health: 341 meetings this week, objection deadlines (FRBP 4004 / 4007), confirmation hearings, adversary deadlines, motion-response windows; red-flag any at-risk.
- Trustee relations: per-trustee case count, per-trustee 341 pass-rate, any open UST inquiries, any §707(b) motions pending.
- Means-Test accuracy: any case where initial AI-drafted Means Test differed materially from the filed version; use as coaching signal.
- Ch 13 confirmation: cases pending, objections pending, plan-payment current %, any §1328(a) dismissal risk.
- Discharge: discharge orders entered this week, §523 adversaries active, §727 actions pending.
- Client: CSAT / NPS, review velocity + rating on Avvo / Google / Justia, intake source attribution.
- Economics: AR aging, WIP, realization %, net profit per attorney, cost-per-acquired-client.
- Staff: attorney billable-hour target %, paralegal utilization, associate training, §5.3 non-lawyer AI supervision.
- Compliance: §527/§528 audit, Rule 9011 attestation audit, MCLE currency, state bar AI opinions, ABA Formal Op 512 audit trail, FRBP 2016(b) comp-disclosure currency.
Then generate a §527/§528-compliant ad creative for <service line> in <state>.
End with one measurable focus for next week.
Common mistakes bankruptcy managing partners make with AI
- Letting AI cite cases without pulling the slip opinion. Mata v. Avianca, Park v. Kim, Morgan & Morgan confirm: fabricated citations = FRBP 9011 sanctions + bar referral + disgorgement.
- Paraphrasing §527 or §528 disclosures. These are verbatim-required. Paraphrase = UDAP risk + potential §526 violation + state bar action.
- Letting AI finalize the Means Test. Attorney signs + is responsible; §707(b)(4) makes the attorney certify reasonable investigation.
- Sending SSN / tax returns / medical records to non-BAA consumer AI. Confidentiality (Model Rule 1.6) + state privacy (GLBA / CCPA / SHIELD / 201 CMR 17) violation.
- AI-drafted reaffirmation without §524(c)(d) review. Debtor-attorney certification + no undue-hardship is a signature-under-oath matter.
- Missing FRBP 4004 / 4007 60-day adversary deadline. AI calendar works only if the firm trusts and updates it; attorney confirms.
- Schedules signed without debtor verification. §1746 perjury jurat requires debtor attestation; AI cannot certify.
- Debtor-education certificate missing. §1328 / §727 discharge requires pre-filing credit counseling + post-filing debtor education certificates; AI tracks — attorney files.
- Trustee 341 remote etiquette failures. District practices vary; AI briefs the client, attorney is on video.
- Treating AI drafted ads as final. State bar advertising rules + FTC §5 + §528 + testimonial rules all stack; attorney approves every creative.
60-day rollout for a bankruptcy firm
- Days 1–7: Pick petition-prep platform (Bestcase / NextChapter / CINgroup / Jubilee) + confirm matter-management (Clio / MyCase / Smokeball / Filevine) integration.
- Days 8–14: Lock citation-verified legal research (Westlaw Precision AI / Lexis+ AI / CoCounsel / Harvey) + disable generic AI for research-in-pleading tasks.
- Days 15–21: Intake + consultation workflow with §527 NOTICE + §528 disclosures + ambient scribing (Jump / Zocks / Fireflies Enterprise) with BAA.
- Days 22–28: Means Test + schedules + SOFA assembly pipeline with per-entry source + attorney-sign-off + debtor-verification checklist.
- Days 29–35: Ch 13 plan drafter tied to district model plan + §1325 confirmation objection-proofing.
- Days 36–42: 341 meeting prep engine with trustee-pattern question bank + red-flag rehearsal + remote-341 checklist.
- Days 43–49: Motion-practice library + adversary framework with citation-verification and Rule 9011 guardrails.
- Days 50–56: Ad + client-letter pipeline state-by-state with §527 / §528 + state bar + FTC compliance check.
- Days 57–60: Managing-partner scorecard live; weekly 45-min review; pick one metric (consult-to-retain %, 341 first-pass %, Ch 13 confirmation %, or realization %) to move next quarter.
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