Governance-first (R.I.G.S.) • Human-in-the-loop by design • Not a marketing agency • No legal advice or outcome guarantees

Precision AI Group

AI Intake & Operations Governance Infrastructure for Law Firms

About Precision AI Group

Governance-Led Intake & Execution Infrastructure for Law Firms

Precision AI Group was founded to address a recurring problem observed across regulated legal environments:

Cases are rarely lost because firms lack legal expertise.


They are lost when intake and follow-up execution quietly break down before judgment can occur.

Missed calls, delayed responses, inconsistent intake, language barriers, and follow-up drift compound over time often without visibility until viable matters never reach attorney review.

Precision AI Group exists to govern that execution layer.

A Background Rooted in Legal Evaluation, Not Marketing or Software

Precision AI Group did not originate from advertising, SaaS, marketing, sales, or automation consulting.

It emerged from direct experience inside high-stakes legal evaluation environments, where early information capture, consistency, and professional discipline materially affect downstream outcomes.

In those environments, intake is not a formality.
It is the foundation upon which eligibility, credibility, and case viability are later assessed.

That background shapes our conservative, governance-first approach to AI-assisted intake infrastructure.

Founder Experience: Forensic Vocational & Legal Evaluation

Precision AI Group’s intake governance philosophy is informed by decades of hands-on work in forensic and adjudicative contexts, including:

Forensic vocational evaluations for:

  • Social Security Disability

  • Personal Injury

  • Medical Malpractice

  • Family Law (earning capacity and employability analysis)

Psychological and vocational assessment environments:

  • Over 2,000 psychological evaluations

  • Over 100 vocational evaluations

Litigation and adjudicative proceedings:

  • Testimony in 10,000+ hearings nationally

  • Primary concentration in Georgia and Florida

This experience informs how intake systems are designed, governed, and constrained—particularly in regulated, contingency-based, and high-volume practice areas.

Why This Matters for Law Firm Intake

Across disability, personal injury, workers’ compensation, medical malpractice, and family law matters, the same patterns repeatedly emerge:

  • Incomplete early information creates downstream rework

  • Inconsistent intake obscures eligibility and evidentiary gaps

  • Delayed follow-up degrades case viability

  • Premature conclusions introduce ethical and professional risk

These same failure modes appear inside law firm intake systems—especially under volume pressure, staffing strain, and after-hours demand.

Precision AI Group applies the same rigor used in forensic evaluation to intake execution:

  • Structured questioning

  • Controlled sequencing

  • Separation of data capture from judgment

  • Defined escalation and review points

  • Auditability and visibility

AI supports execution. Attorneys and staff retain all legal judgment and decisions.

Governance Before Automation

Most AI vendors begin with tools and look for use cases.

Precision AI Group begins with execution failure modes and designs systems to prevent them.

Our work is delivered through the Revenue Intake Governance System™ (R.I.G.S.), which governs:

  • What the system can and cannot do

  • When escalation occurs

  • Where human review is required

  • How accountability is preserved

Technology is secondary. Execution discipline is primary.

Conservative by Design

Because our background comes from regulated legal evaluation environments, Precision AI Group intentionally favors:

  • Incremental adoption

  • Defined governance boundaries

  • Human-in-the-loop review

  • Visibility into what actually happened

Most firms begin with:

  • Missed and after-hours intake continuity

  • Structured information capture

  • Follow-up enforcement

You can stop there. Expansion is optional.

Who This Is For

Precision AI Group is a fit for firms that:

  • Operate in regulated or high-stakes practice areas

  • Value professional judgment and ethics

  • Want execution reliability without hype

  • Prefer deliberate adoption over reactive change

A Calm Way to Evaluate Fit

Consultations are exploratory and operational in nature.

They focus on:

  • Intake reliability

  • Execution gaps

  • Staff workload pressure

  • Follow-up discipline

There is no obligation to proceed.

Footer Note

Ethics, ABA alignment, and data-handling practices are addressed centrally across all practice areas.

Ready to evaluate intake reliability?

Request a confidential, governance first consultation.

No sales pressure. No legal advice. No outcome guarantees.

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