Florida-First Legal Research

Cut Florida Legal Research Time by 96%. Citation-Backed. Verifiable.

Bach Atlas turns vague Florida matter intake into citation-backed research attorneys can verify, then use to draft memos, advisories, demand analyses, filing roadmaps, and client-ready strategy.

Built for Florida practice areas where local rules matter: land use, zoning, construction, municipal enforcement, real estate due diligence, foreclosure, community associations, and litigation.

First 100 Founding Members
No AI Training on Your Queries
Out-of-Coverage Flagged
4-8 Minute Research Memos
Bring Your Messiest Question View Sample MemosSee Memo PrepWatch Demo

Founder-led onboarding limits us to 5 new Florida firms per month. Response within one business day. Florida live today, with additional states planned. Already evaluating tiers? Request access →

Privacy

Your Queries Are Yours.

Bach Atlas does not train AI models on your queries or outputs. Your client work stays your client work, with tenant isolation, encryption, and retention terms handled in the engagement. Recent federal privilege rulings on public AI workflows make this distinction commercially meaningful.

Engagement

12 Months. 30-Day Exit.

Solo and Team are 12-month engagements with monthly billing and a 30-day full refund window. If Bach is not delivering value in the first month, we refund what you paid.

Coverage

Out-of-Coverage Gets Flagged.

Bach is explicit when a topic or jurisdiction is outside coverage. You do not get plausible-sounding text where the underlying authority is not available.

Accuracy Benchmark

Legal AI Only Matters if the Answer Can Be Checked

Florida attorneys often spend 4-10 hours reconciling state statute, county code, municipal ordinance, local procedure, and case law on a single matter-level question. Bach reduces that to minutes.

Stanford research found that leading legal AI tools hallucinated on a meaningful share of tested legal queries, with reported rates ranging from roughly 1 in 6 to 1 in 3 depending on the product and task. Courts are also increasingly sanctioning lawyers for unverified AI-generated citations and fabricated authority. Bach Atlas is built for a different workflow: structured Florida research memos grounded in statutes, county code, municipal ordinances, and case law where available, with explicit coverage flags when authority is not available. Always verify.

Legal AI accuracy benchmark: Lexis+ AI vs Westlaw AI-Assisted Research vs Bach Atlas
View Full SizeSource: Stanford RegLab Paper

Proof from a Real Workflow

A Filing Decision Can Turn on One Doctrine

In a Polk County HOA covenant-enforcement scenario modeled on a real Florida appellate loss, Bach surfaced the controlling issue an attorney would need before deciding how to file.

Bach identified the binding Sixth DCA self-help doctrine, tied the analysis to McConico and Mauriello, flagged Chapter 720 pre-suit mediation, mapped fee-shifting risk, surfaced homeowner defenses, and organized the research into a memo-prep package counsel could verify and draft from.

Attorney Input
6-10 minutes
Bach Runtime
Roughly 20 minutes
Manual Equivalent
8-12 hours

See It in Action

From Question to Citation-Backed Memo, in Minutes

  • Ask a real Florida question across statute, county code, municipal ordinance, or case law where available.
  • Get structured research with the governing authorities cited.
  • See coverage flags and the exact sections your team needs to verify before drafting.

Sample Memos

See the Research Before You Request Access

These examples show the structure Bach produces: confidence and coverage notes, micro answer, governing authority, practical roadmap, verification points, and follow-up questions attorneys can use before drafting.

Miami-Dade Construction Compliance / Prevailing Wage

Certified payroll failures, Davis-Bacon, Miami-Dade responsible wage rules, 1099 misclassification, prime contractor exposure, and corrective action planning.

Generated in 193 secondsIllustrative manual estimate: 4-8+ hours
New

Polk County HOA Covenant Enforcement / Mandatory Injunction

A multi-issue research package for attorney review: self-help doctrine, pre-suit mediation, homeowner defenses, Chapter 720 fees, Florida-Friendly Landscaping, FHA risk, and filing sequence.

Built in roughly 20 minutes of Bach runtimeIllustrative manual estimate: 8-12 hours

Coral Gables / Miami-Dade Redevelopment and Zoning

Local code, zoning, redevelopment approvals, Miami-Dade overlays, Live Local Act issues, and entitlement diligence for ZIP 33134.

Generated in 470 secondsIllustrative manual estimate: 6-10+ hours

Florida Construction Lien Law

Notice requirements, timing deadlines, lien priority, and consequences of defective or untimely construction-lien notices on private commercial projects.

Generated in under 4 minutesIllustrative manual estimate: 4-6+ hours

Florida Lis Pendens

A high-recognition Florida real-estate and litigation issue that shows Bach’s memo structure clearly.

Generated in minutesIllustrative manual estimate: 3-6+ hours

Florida Exactions / Land Use Conditions

A strong land-use sample showing how Bach handles local-government constraints and development conditions.

Generated in minutesIllustrative manual estimate: 5-9+ hours

Florida Foreclosure / Chapter 11

A stronger sample for commercial litigators, foreclosure counsel, and bankruptcy-adjacent work.

Generated in minutesIllustrative manual estimate: 5-10+ hours

Trademark Licensing

A direct-fit sample for IP, entertainment, and brand-adjacent attorneys evaluating licensing risk and structure.

Generated in minutesIllustrative manual estimate: 3-7+ hours

Sample memos are provided for product evaluation only. They are not legal advice and are not a substitute for independent attorney review of current authorities.

What You Get

Research Outputs Your Team Can Actually Use

The hard part is not typing a memo. The hard part is knowing which authorities matter, what to verify, what risks to flag, and how to organize the research before an attorney drafts.

Coverage Snapshot
What was checked across state, county, city, and case law where available, plus what is missing or out of scope.
Governing Rules
Applicable statutes, ordinances, and policies organized by jurisdiction so your team can verify quickly.
Structured Answer
A direct answer with constraints, exceptions, and Florida-specific nuance, not generic AI text.
Citations
References to underlying authorities so your team can confirm the rule and keep moving.
Red Flags
Likely exposure points, edge cases, and issues that commonly get missed under deadline.
Drafting and Verification Checklist
Practical next steps your team can use when preparing an internal outline, memo, advisory, demand analysis, or filing roadmap.

The Offer Stack

What Comes With Bach Atlas

Structured Florida-First Memo Outputs

Confidence and coverage notes, micro answer, governing authority, risk flags, and practical next steps.

Guided Intake to Better Research Questions

Describe the matter naturally. Bach helps turn vague intake into a better-framed Florida research question before the answer is generated.

Citation-Backed Authority You Can Verify

Statutes, county code, municipal ordinances, local procedure, and case law where available.

Multi-Issue Memo Prep Support

For more complex matters, Bach can organize related research into a memo-prep package your team can verify and draft from.

Founder-Led Onboarding and Walkthroughs

A real product evaluation built around your Florida workflow, not a generic software demo.

Sample Memo Library Before You Commit

Review the research structure first, across multiple Florida practice areas and issue types.

30-Day Full Refund Window

If Bach is not delivering value in the first month, notify us in writing and we refund what you paid.

No AI Training on Your Queries

Your client-facing research, questions, and outputs are not used to train models, with tenant isolation and retention terms in the engagement.

Out-of-Coverage Flagging Instead of Guesswork

Bach is built to say when authority is missing or the issue is outside configured coverage.

Florida Live Today, Additional States Planned

The workflow is Florida-first now, with additional state rollout planned over time using the same coverage-first approach.

Built for Florida Practice

Built for the Florida Work Attorneys Actually Do

The product is Florida-first, but not limited to one narrow matter type. Bach is designed for legal research where Florida state law, county code, municipal procedure, and case law intersect.

Land Use, Zoning, and Entitlement

Comp plan policies, subdivision standards, concurrency, and county or municipal code provisions surfaced for review.

Construction Law

Florida lien priority, contractor licensing, Chapter 558 pre-suit notice, and statutory chains traced cleanly.

HOA, Condo, and Community Association

Chapter 718, Chapter 720, declaration enforcement, assessments, injunction issues, and related authority where available.

Real Estate and Property

Title, foreclosure, tax deed, distressed asset, and closing-risk workflows with exposure points flagged.

Code Enforcement Defense

Unsafe structures, fines, lien exposure, vacant property programs, and municipal procedure by jurisdiction.

Estate Planning and Probate

Florida homestead, elective share, trust administration, and creditor claims anchored to statutory text.

Family Law

Equitable distribution, paternity, school decision-making, support issues, and recent statutory changes.

Civil and Commercial Litigation

Standing, judgment enforcement, post-judgment collection, Florida procedure, and case law where available.

How Bach Fits Into a Matter

Step 1

Ask It Like You Would a Colleague

Describe the facts, jurisdiction, and what you need to figure out. Bach is tuned for matter-style Florida research intake, not generic AI prompts.

Step 2

Bach Pulls the Law Together

Bach helps shape vague intake into a stronger research path, then traverses relevant Florida statutes, county and municipal codes, local procedure, and case law where available.

Step 3

You Review, Refine, and Advise

Use the output as a drafting foundation: verify the authorities, adjust for client-specific facts, and build the memo, advisory, demand analysis, filing roadmap, or internal outline with your professional judgment.

Florida-First Coverage

Florida-first today. Bach Atlas is built to answer real-world Florida research questions from statutes, ordinances, local procedures, and case law where available, while being explicit when a topic or jurisdiction is out of coverage.

Common Questions

How Is Bach Atlas Different from ChatGPT or Claude?
Bach is built for jurisdiction-specific, citation-backed Florida research. It produces structured memos that cite governing statutes, ordinances, and case law where available, with explicit coverage flags when authority is not available. General-purpose AI tools can produce plausible text without grounding. Bach is engineered for the opposite workflow.
Does Bach Draft the Final Legal Memo for Me?
Bach is designed to prepare the research foundation attorneys can verify and draft from. It can organize authority, risks, procedural issues, and suggested structure, but the attorney remains responsible for legal judgment, client-specific facts, final drafting, and verification.
What Practice Areas Does Bach Cover?
Bach has produced strong research output across land use, construction, HOA and condo, real estate, code enforcement defense, estate planning, family law, intellectual property, defamation, civil litigation, employment, and more. The unifying factor is Florida jurisdictional depth: state statute, county code, municipal ordinance, and case law where available.
How Do You Handle Client Data and Attorney-Client Privilege?
Bach Atlas does not train AI models on your queries or the outputs generated for you. Customer Content is handled under tenant isolation, encrypted in transit and at rest, and deleted from production systems within 30 days of engagement termination, subject to limited backup or legal retention described in the agreement.
What Is the Engagement Structure?
Solo and Team are 12-month engagements with monthly billing and a 30-day full refund window. If Bach is not a fit for your practice in the first 30 days, you notify us in writing and we refund every dollar paid. After day 30, the 12-month term is firm.

Next Step

Bring the Messiest Florida-Local Research Question You Have.

We will run Bach against one live matter-style question so you can see how it structures the answer, cites the authority, and flags coverage limits before you commit.

Submit Your Question See Memo PrepView Pricing

Bach Atlas is a research support tool for licensed professionals. It is not a law firm and does not provide legal advice, judgment, or a substitute for reviewing the underlying authorities.

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