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Founder-led practical AI for claims-heavy workflows

Practical AI help for claims-heavy teams that need less manual drag

IT Pro Direct helps public adjusters and insurance-adjacent operators review claims workflows, organize document-heavy work, and train teams to use AI with practical human-review boundaries.

Licensed Public Adjuster in Florida and Texas with hands-on claims, Xactimate, cybersecurity, and AI workflow experience.

Built for workflow support, document organization, and team training — not legal advice or autonomous claims handling.

Paid starting points

What qualified buyers can buy first

Start with a scoped review, document diagnostic, or team workshop before committing to a larger build.

Claims Workflow Review

$2,500 / $1,250 deposit

Owners and operators with manual intake, document, follow-up, reporting, or tool-sprawl problems.

Denial & Policy Review Diagnostic

$750-$1,250

Teams exploring document triage, summaries, or issue organization while keeping professional review in place.

Public Adjuster AI Team Workshop

From $1,250

Teams that need training and alignment before changing workflows.

Delivery model

Founder-led by Nick Ferguson

Scoped, practical help for claims-heavy teams with confidentiality and human-review boundaries handled before sensitive delivery work.

Public adjustersClaims workflowsDocument organizationHuman review

Three focused ways to start

Choose the paid starting point that matches the problem.

Each offer is scoped so the first step is clear, paid, and useful. Start with workflow review, document-review diagnostic, or team training.

Workflow Review

Claims Workflow Review

$2,500 / $1,250 deposit

A focused review of one claims-heavy workflow with a practical AI opportunity map, risk notes, and a 30-day implementation memo.

Best for

Owners and operators with manual intake, document, follow-up, reporting, or tool-sprawl problems.

  • Workflow map and bottleneck inventory
  • Practical AI and automation opportunity list
  • Risk notes and 30-day implementation memo

Document Diagnostic

Denial & Policy Review Diagnostic

$750-$1,250

A paid diagnostic for denial letters, policy language, claim notes, or correspondence where AI-assisted review may help organize work for human review.

Best for

Teams exploring document triage, summaries, or issue organization while keeping professional review in place.

  • Document workflow summary
  • AI-fit assessment and suggested review structure
  • Human-review risk notes and next-step recommendation

Team Workshop

Public Adjuster AI Team Workshop

From $1,250

A practical workshop for public-adjusting teams that need useful AI examples, safe boundaries, and a 30-day internal action plan.

Best for

Teams that need training and alignment before changing workflows.

  • 90-120 minute live workshop
  • Practical use-case and risk-boundary checklist
  • 30-day internal action plan and follow-up notes

Which offer is right?

Start with the problem the buyer already recognizes.

See paid contact options

Our claims workflow is messy.

Claims Workflow Review

We have denial letters, policy language, notes, or correspondence to organize.

Denial & Policy Review Diagnostic

Our team needs practical AI training.

Public Adjuster AI Team Workshop

We are not sure yet.

Paid fit call / triage

Demo-safe proof of work

Capabilities built and tested around claims, documents, and practical tools.

Existing work shows the direction without invented case studies: claims operations, policy and denial-letter review, insurance research, and focused workflow tooling.

View All Work
Abstract workflow artwork for the Claims Operations Platform portfolio item
Internal product

Claims Operations Platform

An active operations platform for public-adjusting and claims-heavy teams — intake, assignments, communications, document handling, and reporting built to replace the Excel-and-inbox sprawl most claims shops run on.

Claims opsIntakeDocumentsReporting
Abstract document review artwork for the Policy Dispute AI Assistant portfolio item
Prototype

Policy Dispute AI Assistant

An AI assistant that summarizes property policies and denial letters into dispute-focused views — so adjusters and policyholders can see the clauses, coverages, and carrier positions that actually matter without re-reading every page.

Policy reviewDenial analysisAI assistant
View case study
Abstract insurance intelligence dashboard artwork for the Insurance Intelligence Toolkit portfolio item
Toolkit

Insurance Intelligence Toolkit

An AI-powered toolkit for carrier research, expert lookup, contractor vetting, and CAT-loss investigation — agent-driven search, cost tracking, and evaluation in one workflow built for insurance-side research work.

Agent searchInsuranceLitigation supportEvaluation
Nick Ferguson, founder of IT Pro Direct

Nick Ferguson

Founder, IT Pro Direct

Founder trust and confidentiality

Founder-led help from someone who understands claims work and practical implementation.

Nick helps claims-heavy teams make practical use of AI and automation without turning every project into a major transformation. The work starts with the workflow, keeps sensitive material controlled, and keeps professional review in the loop.

  • Licensed Public Adjuster in Florida and Texas with hands-on claims, Xactimate, cybersecurity, and AI workflow experience.
  • Confidentiality-aware workflow support using sanitized examples, screenshots, or representative artifacts first.
  • Human-reviewed AI and automation support, not legal advice or autonomous claims handling.
  • Claims-aware delivery across workflow review, document organization, team training, and practical tools.

Commercial expectations

  • Serious inquiries are acknowledged within 1 business day when possible.
  • Paid scope is agreed before delivery work starts.
  • Sensitive work can begin with sanitized examples first.
  • NDA, conflict-check, and confidentiality needs can be handled before sensitive review.
  • Deposits reserve delivery time; rescheduling is handled case by case.

Start here

Have a claims-heavy workflow that needs a practical AI review?

Start with a scoped review, paid triage, diagnostic, or workshop so the first conversation stays focused on a serious business need.