§ Why Pleadwright

Pleadwright vs. the three alternatives creditor-side counsel actually evaluates.

Side-by-side, across the same six observable facts /trust and /methodology already attest to — statute-aware rules, fail-closed gates, clickable Why? rationale, versioned citations, no-migration pilots, and citation-ready audit packets.

Mentally walk each row top-to-bottom. Read the Pleadwright column against the three alternatives a partner would consider — full-time partner review of every consumer-facing message, a generic LLM drafting tool with no encoded FDCPA / TCPA / validation / Mini-Miranda rule table, and a legacy on-premise collection workflow suite. The cells name the statutes so a countering partner sees exactly where the audit trail starts.

Axis · Pleadwright vs. alternatives

Fingerprint pending · counsel-sign-off envelope incomplete

AxisPleadwrightPartner review of every consumer-facing messageGeneric LLM drafting toolLegacy on-premise collection suite
01

whyPleadrwright.proofs.0.title

Encoded FDCPA (§1692c, §1692e, §1692g), TCPA (§227), Reg F (§1006.34), and §1692e(11) Mini-Miranda — every rule shipped under a versioned citation.

Partner reads the letter and signs off. Coverage depends on which partner picked up the file that morning; re-derivation is anecdotal.

The model drafts in plain prose. FDCPA, TCPA, validation, and Mini-Miranda are not in the rule table; they appear, when they appear, as prompt instructions.

Ships with a static rule pack the vendor last updated in 20XX. No per-rule version, no per-rule reviewer, no clickable cite back to the codified registry.

02

whyPleadrwright.proofs.1.title

Deterministic 5-state gate (Permitted · Human Review · Blocked · Missing Evidence · Waiting for Approval). Fail-closed on bankruptcy stay (§362), active representation, open dispute, or a closed SOL window.

Partner intuition catches the worst cases. Borderline matters — soft SOL, recent dispute, ambiguous FDCPA carve-out — sail through on partner bandwidth alone.

No gate taxonomy. A "stop" appears when the human catches a problem on review. State-space is the drafting tool's 0-shot typo rate, not codified law.

Workflow rules treat validation, dispute, and representation as workflow-fields, not as hard-stops. The suite routes "until counsel responds." Counsel does not always respond.

03

whyPleadrwright.proofs.2.title

Every emitted decision carries a clickable Why? payload that threads to (a) the authority line — rule id + triggered rule text + codified registry entry — and (b) the evidence row — the matter-file fields the rule read.

Partner rationale is defensible — but live in the partner's head. Re-derivation = ask the partner to re-read the matter file and remember why they approved it.

Model output exposes a confidence score and the prompt. Neither is the rule the letter cites; neither is the evidence row the rule read.

Workflow log shows the template name + revision id. The link from template to codified §1692g text is in the vendor's admin tool, not the audit packet.

04

whyPleadrwright.proofs.3.title

Every rule ships with a versioned citation: statute + section + codified registry entry id. A reviewer can trace a citation back to the worksheet that signed it.

The partner signs; the signature is the citation. There is no worksheet; there is no entry id; there is no diff between this letter and last month's letter signed by a different partner.

The model's training corpus included §1692g. The version of the model is opaque; the cite it offers back is what the corpus happened to contain at training time.

Versioning exists at the template level. The statutory citation embedded in the template rarely updates without a vendor release; release notes are not a citation trail.

05

whyPleadrwright.proofs.4.title

In a pilot or sandbox, reads synthetic or redacted matter files and keeps generated artifacts in a sandboxed audit vault. No production write-back, no shadow database to migrate, and no connector promotion is implied.

No migration; the matter file already lives on the firm of record's drive. The cost is partner-hours, not infrastructure — but at full partner rate.

OAuth into the matter store, or copy-paste into the prompt. Either way: the matter file is now also a prompt history the vendor retains for safety / tuning.

On-prem install + dual-write reconciliation + a parallel intake queue. Months of vendor services; the matter file lives in two places for the duration of the rollout.

06

whyPleadrwright.proofs.5.title

Every evaluation writes a timestamped row to the audit trail: rule_version, policy_version, triggered rule id, matter-file snapshot, and a 64-char hex decision hash. Replay the same input six months from now → same hash. The trail is citation-ready.

Audit packet is the partner's signed letter. Replay is whatever the partner can remember at deposition. Six-month replay not possible without the partner's testimony.

Audit trail is the prompt + the response + the token ledger. There is no rule version, no policy version, and no decision hash — the same input today and six months from now returns different prose.

Workflow-level logs cover user actions. Statutory version, decision hash, and the link back to the rule that fired are not rows in the export.

Source stamp

Reviewed under the same counsel-sign-off envelope /methodology and /trust attest to. Open the methodology fingerprint for the literal reviewer name, signature date, and rule-table version.

Evidence incomplete

Asset · post-demo payoff package

Hand this comparison to a counterparty.

After a live demo, the operator walks the same six axes against the alternatives the buyer's counsel already evaluated. The matrix below renders identically in the presentation and in the post-walk email; cite the row, click through to the proof, and the audit trail is one click further.

Open the live demo workspace