Most AI claims tools stop at the finding.
ClaimDraftPA™ doesn't.
ClaimDraftPA™ independently tests AI-generated claim findings against the available claim record before a licensed public adjuster relies on them.
Every finding is independently reviewed, not just AI-generated — results structured for professional review, negotiation preparation, and appraisal support. See the source, supporting evidence, conflicting material, missing documentation, and what requires professional review.
- AI FindingAnalyst surfaces
- Observer™ Independent ChallengeStructurally separate AI
- Evidence / Source ReviewInspect the record
- PA DecisionAccept / Modify / Reject
Analyze the claim. Challenge the finding. You decide.
Demo access is reviewed individually, not automated — I check every license personally before granting access.
ClaimDraftPA™ supports licensed public adjusters. It does not make coverage, legal, causation, valuation, settlement, or claim-strategy decisions.
The differentiator
The verification layer between AI analysis and professional PA judgment.
ClaimDraftPA™ is designed to sit between the AI's first-pass analysis and the PA's professional determination. That means the PA does not have to treat every AI finding as either correct or useless. The finding can be examined first.
- 01AI analysis
- 02Potential finding
- 03Observer™ independent challenge
- 04Source + evidence + conflicts + missing documentation
- 05Licensed PA review
- 06Accept / Modify / Reject / Investigate
Analyst surfaces
“What might be true?”
Observer™ verifies
“Does the record support this finding?”
Licensed PA decides
“The licensed PA decides.”
Observer™ is not another AI assistant generating another answer. It is the independent challenge pass — it tests the finding against the record instead of restating it. The goal is a reduced error rate through independent review, not a promise of perfection.
The first finding isn't the final finding.
AI can move quickly through a claim file and surface potential issues. But a potential finding is not automatically a supported finding. Before a finding becomes something a professional relies on, ClaimDraftPA™ puts it through independent observer review designed to examine the finding against the available claim record.
Source
Where did the finding come from?
Supporting evidence
What in the claim record supports it?
Conflicting material
What in the record may challenge it?
Missing documentation
What information may still be needed?
Professional review
What requires the judgment of the licensed PA?
ClaimDraftPA™ is intentionally focused. Rather than becoming another everything app, it concentrates on two critical jobs: understanding the claim and independently challenging the analysis.
Not everything. The critical things.
Less breadth. More attention where the work matters.
Why ClaimDraftPA™
AI analysis is not verification.
AI can identify a possible estimate omission, surface policy language, compare documents, and draft a response. Those are useful first steps. But a polished finding is not automatically supported by the record.
ClaimDraftPA™ adds a separate evaluation step. Observer™ checks whether the source can be located, whether it supports the statement as written, whether other file material changes the result, and whether the issue requires PA judgment.
Typical AI claim analysis
- Produces a possible finding
- May cite a document
- Optimizes for broad issue spotting
- May generate a draft response immediately
- Uses confidence as a signal
ClaimDraftPA™
- Tests the finding against source material
- Links the finding to an inspectable source location
- Separates support, conflict, gaps, and review-required issues
- Routes the evaluated issue to the PA before final communication
- Uses evidence status and PA review as controls
The verification workflow
- 01Analyze the claim file
- 02Independently challenge each finding
- 03Evidence check against the source
- 04Route exceptions to professional judgment
- 05Licensed PA: Accept / Modify / Reject / Investigate
Analyst finds it. Observer™ tests it. You decide — once.
The problem
The hidden cost of AI is re-analysis.
AI can save time on the first pass. But when a finding looks questionable, the PA may have to go back through the file, locate the source, verify the policy language, review supporting evidence, investigate conflicting material, and determine whether the conclusion actually holds up.
That is re-analysis. ClaimDraftPA™ is designed to reduce unnecessary re-analysis by independently challenging findings before the PA relies on them.
The finding looks plausible
A first-pass finding arrives with confident wording. Nothing on its face tells you whether the underlying source actually supports it as stated.
So you go back to the file
Estimate line items, declarations, endorsements, reports and photographs get reopened — not to build the claim position, but to test the machine's work.
That's the re-analysis loop
Time saved on the initial analysis is spent again on rework. The professional work becomes verifying the tool instead of adjudicating the claim.
The hidden cost of a first pass
AI surfaces a finding → the PA questions it → source documents are reopened → the issue is researched → the PA determines whether it is supported → the analysis is revised.
Observer™ is designed to interrupt that loop before it reaches you.
Without independent verification
- 01AI analysis
- 02Finding
- 03PA questions it
- 04PA reopens the file
- 05PA re-analyzes
- 06PA decides
With ClaimDraftPA™
- 01AI analysis
- 02Finding
- 03Observer™ independently challenges it
- 04Evidence / source / conflicts / missing documentation
- 05PA focused review
- 06PA decides
Designed to reduce unnecessary re-analysis
Where ClaimDraftPA™ fits
Already have a claims system? Good.
ClaimDraftPA™ isn't designed to replace the system you use to manage clients, tasks and claim workflows. It is a specialized claim-intelligence and verification layer designed to help licensed public adjusters examine the claim itself.
Claims management systems
- Manage contacts
- Track claims
- Assign tasks
- Store documents
- Manage workflow
- Handle firm operations
ClaimDraftPA™
- Analyze the claim file
- Surface potential findings
- Connect findings to evidence
- Challenge findings through Observer™
- Identify conflicts and insufficient support
- Preserve the PA's professional decision
Manage the claim in your existing system.
Interrogate it in ClaimDraftPA™.
The general-AI question
Can't I just use Claude or ChatGPT?
Yes—for a first pass.
General-purpose AI can summarize documents, identify possible discrepancies, and help draft language. A skilled public adjuster can also prompt the model to reconsider its answer.
ClaimDraftPA™ is for what comes next.
It turns the claim review into a repeatable professional workflow: findings are separately challenged, traced to inspectable source locations, classified by verification status, and routed to the licensed PA to accept, modify, reject, or investigate.
You are not paying for access to an AI model. You are paying for a claim-specific analysis and verification process built around the PA's review.
Claude or GPT can produce an answer.
ClaimDraftPA™ helps you determine what in that answer is supported by the claim record.
General-purpose AI
- User creates and manages the prompts
- Produces conversational analysis
- May provide citations that require checking
- User manually initiates any critique
- Results remain inside a chat workflow
ClaimDraftPA™
- Uses a repeatable claim-specific process
- Structures each potential finding
- Runs a separate Observer™ challenge stage
- Connects findings to inspectable sources
- Classifies support, conflicts, gaps, and PA-review requirements
- Preserves Accept / Modify / Reject / Investigate decisions
How ClaimDraftPA™ compares
Built to hold up, not just move fast.
Designed around two structurally separate stages: the Analyst surfaces potential findings, and Observer™ applies a distinct challenge process against the available claim record. Results are structured for professional review, negotiation preparation, and appraisal support — not just built fast.
| Feature | ClaimDraftPA™ | Claim Titan | Frontera |
|---|---|---|---|
| Estimate gap analysis | Yes — line-by-line discrepancy detection | Yes — AI compares two estimates for discrepancies | Yes — flags scope gaps, pricing differences, quantity mismatches |
| Policy coverage review | Yes | Yes — AI policy extraction | Yes — AI-powered coverage analysis |
| System architecture | Independent observer system — a structurally separate AI, not one model checking its own work | Single AI model | Single AI model |
| Validation / audit trail | Yes — downloadable Validation Report documenting what was checked and confirmed | Not published | Not published |
| Built for | Licensed public adjusters — defensibility in negotiation and appraisal | Public adjusters, estimators, insurance professionals | Public adjusters, restoration contractors |
| Pricing | $99/mo (individual), $499/mo (firm) | Not publicly listed | Free analysis tool; paid tiers not publicly listed |
Competitor information based on publicly available marketing materials as of September 2026. Features and pricing subject to change — verify directly with each provider.
FAQ
How the independent observer system works.
Observer™ is not an add-on or a confidence score. It is a structurally separate verification layer built into ClaimDraftPA™ from the ground up.
Observer™ is a professional review aid. It does not provide legal advice, coverage opinions, or guaranteed outcomes. The licensed public adjuster remains responsible for all professional judgments and final claim communications.
How it works
From claim file to professional decision.
The Analyst finds it. Observer™ challenges it. You decide.
Tap graphic to enlarge
Analyze the File
Carrier estimates, policy language and supporting documentation are read together to surface potential discrepancies and response points.
Observer Verification
An independent verification layer challenges each finding, checks its sources and citations, and flags what needs professional judgment.
Licensed PA Review
You accept, modify, reject or investigate each finding and determine the appropriate claim position.
PA-Authored Final Claim
Approved findings, evidence and citations are organized into a working document you author, edit and approve.
PA judgment stays in control. ClaimDraftPA™ surfaces and verifies potential findings. The licensed public adjuster determines the claim position and authors and approves the final communication.
Observer™
Observer™ verification
before your review.
Observer™ is a separate verification stage, not a confidence score. It takes the Analyst's findings and challenges each one against the underlying evidence: can the source be located, does it support the finding as stated, is the support sufficient, and does the question turn on professional judgment. Findings that don't survive that test are flagged as exceptions instead of being handed to you as conclusions.
Independent verification between machine analysis and professional judgment.
Exception-focused review
Your attention goes to findings Observer™ could not substantiate and findings routed for judgment — not to every line the Analyst produced.
Re-analysis prevention
Weakly supported, conflicting and judgment-dependent findings are identified before they trigger an investigation on your desk.
Inspectable, not assumed
Each finding carries its source, citation and verification status, so checking the basis is a glance rather than a re-read of the file.
Tap graphic to enlarge
Verification result states
Observer™ does not return another yes/no answer. It identifies the condition of the finding.
The available source material supports the finding and the verification checks passed.
Part of the finding is supported, but not the finding as fully stated.
The available source material does not sufficiently support the finding as stated.
Other material in the record may contradict or complicate the finding.
The available file does not contain enough material to evaluate the finding.
Evidence exists, but interpretation, context or judgment calls for the licensed PA.
The cited source could not be located or does not match the finding as stated.
These statuses reflect the outcome of the verification process based on the source material available. Observer does not guarantee accuracy and does not make coverage determinations.
What Observer™ challenges
Can the source be located?
A finding that can't be traced back to the file isn't ready for review.
Does the source support it?
The cited material has to actually back the finding as stated.
Is the support sufficient?
Thin or partial support is flagged rather than presented as settled.
Does the PA need to weigh in?
Anything turning on interpretation is routed to professional judgment.
Observer does not guarantee that a finding is correct and does not assign a probability of accuracy. Verification status communicates the result of the verification process based on the information available to the system. Observer supports professional review — it does not make coverage determinations, replace professional judgment, or author the licensed public adjuster's final claim position.
Don't just show me the finding.
Show me the evidence.
Finding #07
Scope Discrepancy
The evidence is organized. The judgment remains yours.
Sample data. Interface shown for illustration.
Traceability
See why the finding exists.
Every challenged finding should lead you back to the evidence. See the source behind the finding, examine the supporting material, and see conflicting material and missing documentation — the record is how the independent verification can be examined.
Finding
The issue surfaced in the claim file.
Source
The document the finding came from.
Citation
The specific section, page or line item.
Supporting Evidence
Reports, photographs and correspondence in the file.
Observer™ Status
The result of the independent verification pass.
PA Decision
Accept, modify, reject or investigate — your call.
Complex claim analysis
Complex files deserve a systematic second look.
Policies, estimates, endorsements, reports, photographs and correspondence can contain hundreds of individual details. ClaimDraftPA™ brings the file together so potential findings can be traced back to their supporting evidence.
Tap graphic to enlarge
Illustrative claim-analysis example. Actual document limits depend on the selected analysis and current platform limits.
Professional control
AI assists.
The PA decides.
ClaimDraftPA™ does not replace professional judgment. The licensed public adjuster remains responsible for determining what is correct, what is supportable, what requires additional investigation, and what ultimately belongs in the claim.
ClaimDraftPA™ is designed to make that determination better informed and less burdened by unnecessary re-analysis.
Tap graphic to enlarge
Accept. Modify. Reject. Investigate.
Your expertise remains the final decision layer.
PA-authored. PA-responsible.
ClaimDraftPA™ supports professional review. It does not replace it.
Traceable Source Citations
Every finding points back to the exact section, page, or line it came from — not a paraphrase, not a summary. You can check the evidence in seconds.
Observer™ verification
An independent verification pass challenges each finding and flags what it could not substantiate. No single pass decides what reaches your review.
Built for Licensed Adjusters Only
Access requires PA license attestation, and license eligibility is verified before production access. This is a professional workspace, not a consumer claims tool.
Claim documentation
Built to analyze carrier estimates against policy language and supporting claim documentation.
Commonly submitted estimate formats include Xactimate PDF exports. Carrier estimates frequently reviewed by public adjusters include:
Carrier names are referenced for identification only. ClaimDraftPA™ is not affiliated with, endorsed by, or sponsored by any insurance carrier.
The platform
A structured path from documents
to professional judgment.
ClaimDraftPA™ structures the relationship between claim documents, potential findings, supporting evidence, verification results and professional decisions — so a claim review is an inspectable record rather than a one-off read.
- 01Documents
- 02Analysis
- 03Evidence
- 04Observer™
- 05PA Decision
Structured claim record
Documents, findings, citations, verification results and decisions stay connected to one another.
Inspectable at every stage
Any finding can be followed back to the material it came from and forward to the decision made on it.
Built to scale with volume
The same structure applies to a single claim or a firm's ongoing caseload.
Professional judgment as the endpoint
The process is designed to end at a licensed PA's determination, not at an automated output.
For PA firms
Stop paying licensed hours
to double-check a machine.
In a firm, every questionable first-pass finding becomes a licensed adjuster reopening documents to test it. ClaimDraftPA™ puts the verification pass before that review: each file moves through the same analysis, the same evidence trail and the same independent challenge, and your adjusters spend their time on findings that survived it — or that were deliberately routed to professional judgment.
Review compression
Verified findings can be reviewed on their evidence; exceptions get the investigation time instead of the whole file.
Evidence traceability
Each potential finding carries its sources and citations, so a reviewer can inspect the basis instead of re-reading the file.
Independent verification
Observer™ challenges findings against the underlying evidence before they reach professional review.
Professional control
Accept, modify, reject or investigate — each decision is made and owned by a licensed PA.
Consistent standard
Review quality doesn't depend on which adjuster picked up the file or how busy that week was.
Your CRM manages the claim.
ClaimDraftPA™ interrogates the evidence.
ClaimDraftPA™ is a specialized intelligence layer that sits alongside the systems your firm already uses to manage clients, tasks and claim workflow. Nothing to rip out and replace.
Pricing
Priced against professional time, not tokens.
Every Claim Analysis includes both systems: ClaimDraftPA™ Analyst and independent Observer™ verification. There is no cheaper unverified tier — the independent observer system is the product. Every plan requires PA license attestation before checkout.
Every Claim Analysis requires a complete Analyst pass and a separate Observer™ challenge pass. Plans therefore include a defined number of verified analyses rather than unlimited AI usage. This keeps pricing transparent while ensuring that the verification step is included on every claim.
One claim
Starting at $49
Regular analysis
Starting at $99/month
PA Solo
For an individual licensed public adjuster running an active caseload.
- 1 licensed PA
- 8 Claim Analyses per month
- Observer verification included
- Full findings and evidence workflow
- PA review and authorship workflow
Additional Claim Analyses: $15 each
PA Pro
For adjusters carrying higher claim volume who want room to add a colleague.
- 1 licensed PA included
- 20 Claim Analyses per month
- Observer verification included
- Full analysis, evidence and verification workflow
Additional full PA seats: $39/user/month
Additional Claim Analyses: $15 each
PA Firm
For PA firms working claims as a team against a shared analysis pool.
- 5 licensed PA seats included
- 50 Claim Analyses per month
- Shared monthly analysis pool
- Observer verification included on every analysis
Additional licensed PA seats: $49/user/month
Additional Claim Analyses: $15 each
Additional seats do not increase the included Claim Analysis allowance.
Enterprise
Custom pricing for higher volume, larger teams, integrations, support and security requirements, or unusually large claim files.
Have a claim worth a verified second look?
Both passes on one file. Review what survived verification, see what was flagged, and make your own determination.
No subscription required. Every Claim Analysis includes the ClaimDraftPA™ Analyst pass, independent Observer™ verification, evidence tracing, and the licensed-PA review workflow.
Standard
Up to 100 total pages
Complex
101–250 total pages
Extensive
251–500 total pages
Total pages means the combined page count of all documents submitted as part of that Claim Analysis. Pricing follows total document volume because larger claim files require substantially more analysis and verification processing. Files over 500 total pages are quoted individually — contact us and we'll size the file with you.
Every single-claim purchase includes
- ClaimDraftPA™ claim analysis
- Observer independent verification
- Evidence and citation tracing
- Findings workspace
- Licensed PA review workflow
- PA-authored final claim workflow
Analyze claims regularly?
Subscriptions reduce the effective cost of each included Claim Analysis.
Solo
8 analyses / $99
≈ $12.38 per included analysis at full utilization
Pro
20 analyses / $199
≈ $9.95 per included analysis at full utilization
Firm
50 analyses / $499
≈ $9.98 per included analysis at full utilization
These figures assume the full monthly allowance is used. Actual usage varies, so they are not guaranteed savings.
At full monthly use, included analyses cost approximately $9.95–$12.38 each. The relevant comparison is not the price of an AI prompt—it is the licensed time required to reopen a file and independently verify a questionable analysis.
Test it on one claim.
Run one file through both passes. See which findings survived verification, which were flagged, and how much of the file you actually had to re-open.
ClaimDraftPA™ is in early access for licensed public adjusters and PA firms. I review and verify every request personally before granting access — this keeps the demo focused on real adjuster feedback, not volume.