🏥
Healthcare Medical Coding & Billing
ICD-10/CPT code assignment from clinical notes, claim scrubbing, denial analysis, appeal generation
$1,000-2,000
per month / practice
Market: $16B+
⚠️ Why Generic AI Fails: ChatGPT produces plausible but WRONG ICD-10 codes constantly. One wrong code = denied claim or audit risk. Needs exact ICD-10/CPT code knowledge, payer-specific rules, HIPAA compliance. Existing tools are rule-based RPA, not AI.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Code Assignment Engine | Reads clinical notes, assigns correct ICD-10 and CPT codes with modifiers. Cross-references payer-specific rules. | Clinical notes, encounter data | ICD-10 + CPT codes with modifiers | 97% | |
| 2 | Claim Scrubber | Validates claims before submission — checks code pair edits (CCI), LCD/NCD requirements, demographic matching. | Claim data + payer rules | Clean claim or error report | 98% | |
| 3 | Denial Reason Analyzer | Reads denial ERA/EOB, identifies root cause (coding error, missing auth, timely filing, etc.), suggests corrective action. | ERA/EOB denial data | Root cause + fix recommendation | 96% | |
| 4 | Appeal Letter Generator | Generates payer-specific appeal letters with supporting medical necessity language, Cites relevant LCD/NCD guidelines. | Denial data + clinical notes | Formatted appeal letter (PDF) | 95% | |
| 5 | Eligibility Verifier | Verifies patient insurance eligibility, benefits, co-pay amounts, deductible status via payer portal integration or 270/271 EDI. | Patient demographics + payer info | Benefits summary + verification status | 99% | |
| 6 | Charge Capture Auditor | Audits EHR charge entries against documentation completeness. Flags under-coded or over-coded visits. | EHR charge data + notes | Audit flags + coding suggestions | 94% | |
| 7 | A/R Follow-Up Automator | Identifies aging claims, generates follow-up actions, tracks payer response timelines, escalates stale claims. | A/R aging report | Follow-up task queue + templates | 93% |
🛡️
Insurance Claims Processing & Adjusting
Damage assessment from photos, policy coverage analysis, fraud flagging, settlement calculation, subrogation
$1,500-3,000
per month / insurer
Market: $800B+
⚠️ Why Generic AI Fails: Needs carrier-specific policy interpretation, state regulations, actuarial logic. Generic LLMs hallucinate coverage limits, miss exclusion clauses, and produce settlement numbers that don't match policy terms.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Damage Assessment Engine | Analyzes photos & descriptions of auto/property damage. Estimates repair costs using industry databases (Mitchell, CCC). | Photos + damage description | Damage report + cost estimate | 96% | |
| 2 | Policy Coverage Analyzer | Reads policy documents, identifies applicable coverages, limits, deductibles, exclusions for a given claim scenario. | Policy doc + claim facts | Coverage determination + reasoning | 97% | |
| 3 | Fraud Detection Agent | Cross-references claim patterns against known fraud indicators. Flags suspicious timing, amounts, provider relationships. | Claim data + history | Fraud risk score + flags | 95% | |
| 4 | Settlement Calculator | Calculates fair settlement range based on policy terms, damages, liability assessment, and comparable claims data. | Policy + damage + liability data | Settlement range + justification | 96% | |
| 5 | Subrogation Identifier | Identifies third-party liability opportunities. Generates subrogation demand letters with supporting documentation. | Claim facts + third-party data | Subrogation referral + demand letter | 94% | |
| 6 | Reserve Setter | Sets appropriate claim reserves based on severity, coverage, and historical claim development patterns. | Claim severity data | Reserve recommendation + rationale | 93% | |
| 7 | Correspondence Generator | Generates claim correspondence — denial letters, reservation of rights, coverage positions — meeting state-specific requirements. | Claim decision + state rules | Formatted letter (PDF) | 97% |
⚖️
Legal Document Review & E-Discovery
Contract clause extraction, risk scoring, due diligence review, privilege screening, lease abstraction
$1,000-3,000
per month / seat
Market: $28B+
⚠️ Why Generic AI Fails: Legal terminology is precise — "shall" vs "will" vs "may" have specific legal weight. Generic AI misses jurisdictional nuances, produces disorganized analysis, and confuses contract types. Harvey AI only serves large firms — SMBs are completely underserved.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Contract Clause Extractor | Extracts and categorizes all clauses from contracts — indemnification, force majeure, termination, change of control, non-compete, etc. | Contract documents | Structured clause database | 97% | |
| 2 | Risk Scoring Engine | Scores contract risk by clause type — flags unfavorable terms, missing protections, one-sided obligations, ambiguous language. | Extracted clauses | Risk score + flag list + redlines | 95% | |
| 3 | Due Diligence Reviewer | Reviews M&A document sets — identifies material contracts, change-of-control triggers, key employee provisions, IP assignments. | Document sets (virtual data room) | Due diligence summary + risk items | 94% | |
| 4 | Privilege Screener | Identifies attorney-client privileged communications in document productions. Applies privilege log formatting per jurisdiction rules. | Document production set | Privileged docs + privilege log | 96% | |
| 5 | Lease Abstractor | Generates structured lease abstracts — term, rent, escalations, options, CAM, insurance requirements, assignment provisions. | Lease documents | Structured lease abstract | 97% | |
| 6 | Compliance Checker | Checks documents against regulatory requirements — SEC, GDPR, CCPA, HIPAA, industry-specific regulations. | Documents + regulation set | Compliance gap report | 93% | |
| 7 | Redline Generator | Generates redline modifications to bring unfavorable contract terms to market-standard positions with fallback language. | Contract + playbook | Redlined document + change summary | 95% |
💊
Pharmacy Prior Authorization
PA form auto-completion, clinical justification letters, insurance criteria matching, appeal generation for denials
$750-1,500
per month / provider
40M+ PAs/year
⚠️ Why Generic AI Fails: Requires drug interaction knowledge, plan-specific formulary data, clinical guideline matching. Generics produce unsafe medication recommendations and can't match plan-specific PA criteria forms.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | PA Form Auto-Filler | Completes payer-specific PA forms from patient records. Matches drug to plan's step-therapy requirements. | Patient chart + drug + payer | Completed PA form | 97% | |
| 2 | Clinical Justification Writer | Generates clinical necessity letters citing peer-reviewed guidelines, prior therapies tried, and patient-specific factors. | Patient history + drug + guidelines | Clinical justification letter | 95% | |
| 3 | Criteria Matcher | Maps patient clinical data against plan's specific PA approval criteria. Identifies gaps before submission. | Patient data + plan criteria | Criteria match report + gaps | 96% | |
| 4 | Denial Appeal Generator | Generates PA denial appeals with peer-reviewed evidence, alternative therapy failure documentation, and plan-specific language. | Denial notice + patient data | Appeal letter + evidence package | 95% | |
| 5 | Step Therapy Navigator | Identifies and documents step-therapy requirements. Tracks which alternatives have been tried/failed/contraindicated. | Drug + patient med history | Step therapy compliance report | 96% | |
| 6 | Drug Interaction Checker | Cross-references requested drug against patient's current medications. Flags interactions, contraindications. | Drug + current med list | Interaction report + safety flags | 99% |
🏢
Commercial Real Estate Underwriting
Rent roll analysis, CAM reconciliation, lease abstract generation, NOI calculation, risk screening
$1,200-2,500
per month / analyst
Market: $1T+
⚠️ Why Generic AI Fails: Needs property-type-specific financial modeling (NNN, gross, modified gross), rent escalation math, tenant credit analysis. Generic AI confuses lease structures and produces incorrect NOI calculations.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Rent Roll Analyzer | Extracts tenant data from rent rolls — base rent, escalations, expirations, options, percentage rent, CAM contributions. | Rent roll document | Structured tenant schedule + flags | 96% | |
| 2 | NOI Calculator | Calculates Net Operating Income with proper treatment of lease type (NNN vs gross), recoveries, vacancy, and credit loss. | Rent roll + operating statements | NOI analysis + cash flow projection | 97% | |
| 3 | Lease Abstract Generator | Creates structured lease abstracts from full lease documents — term, rent, escalations, options, co-tenancy, go-dark, etc. | Lease documents | Structured lease abstract | 97% | |
| 4 | CAM Reconciler | Calculates Common Area Maintenance reconciliations per lease terms. Handles caps, gross-ups, exclusions, and pro-rata shares. | Lease terms + actual expenses | CAM reconciliation per tenant | 94% | |
| 5 | Environmental Risk Screener | Reviews Phase I/II ESA reports. Identifies RECs, identifies regulatory compliance issues, estimates remediation costs. | ESA reports + property data | Environmental risk summary + cost est. | 93% | |
| 6 | Tenant Credit Analyzer | Evaluates tenant financial health for underwriting — reviews financials, credit ratings, news, industry outlook. | Tenant name + financial data | Credit risk assessment | 92% |
🏠
Mortgage Loan Processing
Document classification, income calculation per agency guidelines, condition list generation, TRID compliance
$800-1,500
per month / loan officer
Market: $2T+/yr
⚠️ Why Generic AI Fails: Agency guidelines (Fannie Mae DU, Freddie LP) are hyper-specific. Income calculation rules vary by employment type. Generic AI can't do 1040 schedule analysis or properly classify W2 vs 1099 vs K1 income.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Document Classifier | Classifies uploaded documents — W2, paystub, tax return, bank statement, appraisal, title — with page-level accuracy. | Uploaded document stack | Classified doc index | 98% | |
| 2 | Income Calculator | Calculates qualifying income per agency guidelines — W2, self-employed (1040 schedules), rental, retirement, alimony. | Tax returns + paystubs + W2s | Qualifying income worksheet | 96% | |
| 3 | Conditions Generator | Generates prior-to-doc and prior-to-funding conditions based on loan program, file review, and agency requirements. | Loan file + program rules | Conditions list (PTD/PTF) | 95% | |
| 4 | TRID Compliance Checker | Validates Loan Estimate and Closing Disclosure for TRID compliance — fee tolerance, timing, disclosure accuracy. | LE/CD + loan terms | Compliance report + violations | 97% | |
| 5 | Asset Verifier | Analyzes bank statements for large deposits, sourced funds, gift funds, and calculates available reserves per agency rules. | Bank statements | Asset analysis + flags | 94% | |
| 6 | Fraud Risk Scanner | Detects document tampering, inconsistent employment data, identity discrepancies, and occupancy misrepresentation patterns. | Full loan file | Fraud risk indicators | 93% |
🔧
HVAC / Field Service Dispatch & Diagnosis
Equipment diagnosis from photos, parts identification, warranty verification, dispatch optimization, maintenance reports
$400-800
per month / company
100K+ companies
⚠️ Why Generic AI Fails: Needs manufacturer-specific error codes, parts databases, diagnostic decision trees. Generic AI suggests wrong parts, can't read model/serial numbers, and doesn't know warranty status.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Equipment Diagnostic Engine | Diagnoses HVAC/plumbing/electrical issues from photos, error codes, and symptom descriptions using manufacturer decision trees. | Photos + symptoms + model | Diagnosis + repair procedure | 95% | |
| 2 | Parts Identifier | Identifies correct replacement parts from model/serial numbers. Cross-references OEM and aftermarket availability + pricing. | Model/serial + diagnosis | Parts list + sources + prices | 96% | |
| 3 | Warranty Verifier | Checks manufacturer warranty status from serial number. Determines coverage, labor allowances, and claim requirements. | Serial number + install date | Warranty status + claim procedure | 97% | |
| 4 | Smart Dispatcher | Optimizes technician dispatch based on skills, location, traffic, job complexity, and parts availability. | Job queue + tech locations | Optimized dispatch schedule | 93% | |
| 5 | Maintenance Report Generator | Auto-generates service reports from technician notes/photos. Includes findings, actions, recommendations, and pricing. | Tech notes + photos | Professional service report (PDF) | 96% | |
| 6 | Quote Generator | Generates customer quotes with parts markup calculations, labor estimates, and seasonal promotions based on diagnosis. | Diagnosis + pricing rules | Customer quote (PDF/email) | 94% |
🦷
Dental Insurance Verification & Claims
Benefits verification, EOB analysis, claim submission with correct CDT codes, treatment plan coordination
$500-1,000
per month / practice
200K+ practices
⚠️ Why Generic AI Fails: Dental codes (CDT) change annually. Plan-specific limitations, downgrading rules, and frequency limitations vary by carrier. Generic AI confuses medical and dental coding systems.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Benefits Verifier | Verifies dental benefits — deductibles, maximums, frequency limitations, waiting periods, plan-specific exclusions per procedure. | Patient + insurer + planned treatment | Benefits summary + limitations | 97% | |
| 2 | CDT Code Assigner | Assigns correct CDT codes from treatment notes. Handles code changes, cross-coding medical/dental, and bilateral procedures. | Treatment notes | CDT codes with narratives | 96% | |
| 3 | EOB Analyzer | Reads Explanation of Benefits, maps payments to expected amounts, identifies underpayments, generates appeal-ready data. | EOB documents | Payment analysis + discrepancy flags | 95% | |
| 4 | Pre-Treatment Estimator | Estimates patient out-of-pocket costs for proposed treatment plans. Handles insurance estimation + patient portion calculation. | Treatment plan + benefits | Cost estimate per procedure | 94% | |
| 5 | Claim Submission Builder | Builds complete dental claims with correct CDT codes, narratives, radiograph attachments, and medical cross-coding when needed. | Treatment data + x-ray refs | Completed claim form (EDI 837D) | 96% | |
| 6 | Treatment Plan Presenter | Creates patient-friendly treatment plan presentations with phased options, insurance coverage, and financing estimates. | Treatment plan + benefits | Patient presentation (visual/PDF) | 93% |
🚛
Logistics Freight Brokerage
Rate quoting, carrier vetting, BOL/POD management, load tracking, claims management
$600-1,200
per month / broker
Market: $80B+
⚠️ Why Generic AI Fails: Lane pricing is hyper-conditional (equipment, season, fuel, capacity). Carrier safety scores require FMCSA integration. Accessorial charges are complex. Generic AI can't price loads accurately.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Rate Quote Engine | Generates spot and contract rate quotes based on lane, equipment, fuel surcharge, seasonal patterns, and capacity data. | Origin/dest + equipment + date | Rate quote + market analysis | 95% | |
| 2 | Carrier Vetter | Vets carriers against FMCSA safety scores, insurance status, authority, equipment, and past performance. Auto-qualifies or disqualifies. | MC/DOT number | Carrier qualification report | 98% | |
| 3 | BOL/POD Manager | Processes Bill of Lading and Proof of Delivery documents. Extracts weight, commodity, PO numbers, signatures, and timestamps. | BOL/POD scans | Structured data + compliance checks | 96% | |
| 4 | Load Tracker | Tracks load status via check calls, EDI updates, and macro-point data. Generates status updates for customers automatically. | Load ID + tracking data | Status updates + ETA | 97% | |
| 5 | Claims Processor | Processes freight claims — shortage, damage, overcharge. Calculates liability, generates claim documents, tracks resolution. | Claim data + POD + BOL | Claim filing + liability analysis | 94% | |
| 6 | Accessorial Calculator | Calculates accessorial charges — detention, layover, lumper, TONU, re-delivery — per carrier agreement terms. | Event data + carrier agreement | Accessorial charges + documentation | 93% |
🏗️
Workers' Compensation Claims
Injury classification per state WC codes, IME report analysis, settlement calculation, return-to-work plan, fraud scoring
$800-1,500
per month / claims team
$40B+ premiums/yr
⚠️ Why Generic AI Fails: State-specific WC regulations vary enormously. Impairment ratings use AMA Guides. Generic AI mixes up state regulations and can't calculate PD ratings correctly.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Injury Classifier | Classifies workplace injuries per state-specific WC codes and body part tables. Determines claim type (medical only vs lost time). | Injury report + state | WC codes + claim classification | 96% | |
| 2 | IME Report Analyzer | Analyzes Independent Medical Exam reports. Extracts impairment ratings, causation opinions, work restrictions, and recommended treatments. | IME report document | Structured IME summary + flags | 95% | |
| 3 | Settlement Calculator | Calculates settlement ranges per state formulas — PD rating, wage replacement, medical reserves, vocational rehab, and attorney fees. | Claim data + state + impairment | Settlement range + component breakdown | 94% | |
| 4 | Return-to-Work Planner | Generates return-to-work plans with modified duty suggestions based on restrictions, employer capabilities, and state requirements. | Work restrictions + job description | RTW plan + modified duty options | 93% | |
| 5 | Fraud Scorer | Scores claims for fraud indicators — Monday morning injuries, disgruntled employee patterns, surveillance inconsistencies, malingering. | Claim data + employment history | Fraud risk score + indicators | 92% | |
| 6 | State Compliance Checker | Validates claim handling compliance with state-specific requirements — reporting deadlines, form requirements, treatment guidelines. | Claim data + state | Compliance checklist + deadline tracker | 97% |
📊
Accounting & Bookkeeping Automation
Transaction classification, bank reconciliation, journal entry generation, 1099 prep, financial statements
$200-500
per month / firm
300K+ firms
⚠️ Why Generic AI Fails: Needs chart-of-accounts mapping per client, tax code knowledge per jurisdiction, accrual vs cash understanding. Generic AI produces unbalanced entries and can't handle client-specific mappings.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Transaction Classifier | Classifies bank/credit card transactions to correct chart-of-accounts categories per client-specific rules. | Bank feed transactions + COA | Classified entries | 96% | |
| 2 | Bank Reconciler | Auto-reconciles bank statements against book entries. Identifies outstanding items, deposits in transit, and discrepancies. | Bank statement + books | Reconciliation report | 97% | |
| 3 | Journal Entry Generator | Generates journal entries for accruals, deferrals, depreciation, and adjusting entries with proper debits/credits balance. | Source data + period | Balanced journal entries | 95% | |
| 4 | 1099 Preparer | Identifies 1099-eligible vendors, calculates payment totals per vendor, generates 1099-NEC/MISC forms, and e-file-ready data. | Vendor payments + W-9 data | 1099 forms + e-file data | 98% | |
| 5 | Financial Statement Drafter | Generates balance sheets, income statements, and cash flow statements from trial balance with proper formatting and classifications. | Trial balance + adjustments | Financial statements (PDF) | 96% | |
| 6 | Sales Tax Filer | Calculates sales tax liabilities by jurisdiction, prepares filing data, tracks exemption certificates and nexus triggers. | Sales data + nexus rules | Sales tax filing data | 94% |
🏘️
Property Management Lease Admin
Lease abstraction, rent escalation calculations, CAM reconciliation, maintenance ticket triage, violation notices
$300-600
per month / property
300K+ managers
⚠️ Why Generic AI Fails: Lease language varies by state, rent bumps need exact date math, CAM pools need specific allocation logic. Generic AI misses escalation triggers and confuses lease types.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Lease Abstractor | Generates structured abstracts from residential/commercial leases — term, rent, escalations, deposits, pet policies, maintenance obligations. | Lease document | Structured lease abstract | 96% | |
| 2 | Rent Escalation Calculator | Calculates current and future rents including fixed increases, CPI adjustments, percentage rent, and turnover rent resets. | Lease terms + CPI data | Rent schedule per unit | 97% | |
| 3 | Maintenance Ticket Triage | Classifies and prioritizes maintenance requests — emergency/urgent/routine. Identifies likely issue, suggests fix, assigns vendor type. | Tenant request text/voice | Priority + category + vendor type | 95% | |
| 4 | Violation Notice Generator | Generates lease violation notices per state-specific legal requirements — proper notice periods, cure periods, required language. | Violation type + lease terms | Legal violation notice (PDF) | 96% | |
| 5 | CAM Reconciler | Calculates CAM reconciliation per lease terms — handles caps, gross-ups, exclusions, pro-rata shares, and admin fees. | Lease terms + actual expenses | CAM reconciliation per tenant | 94% | |
| 6 | Renewal Analyzer | Analyzes lease expiration schedule, calculates renewal offers based on market comparables, and generates renewal communications. | Lease data + market comps | Renewal recommendations + letters | 93% |
📚
Children's Education Content Generation
Age-appropriate lesson generation, reading level calibration, curriculum alignment, assessment creation, illustration prompts
$150-400
per month / publisher
EdTech $340B+
⚠️ Why Generic AI Fails: Age-appropriateness is nuanced, reading level calibration (Lexile) is precise, curriculum standards are state-specific. Generic AI produces content at wrong reading levels and can't maintain age-appropriate tone consistently.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Story Writer Engine | Generates age-appropriate children's stories from real-life source material. Calibrates vocabulary, sentence complexity, and themes to target age group. | Source story + target age + values | Age-calibrated story manuscript | 95% | |
| 2 | Reading Level Calibrator | Analyzes and adjusts text to hit specific reading levels (Lexile, F&P, DRA). Rewrites while preserving meaning and engagement. | Draft text + target level | Calibrated text + level score | 96% | |
| 3 | YouTube-to-Story Converter | Extracts key narrative and lessons from YouTube interview shorts. Converts into children's story with wealth education themes and moral framework. | YouTube video transcript/URL | Story outline + manuscript | 94% | |
| 4 | Curriculum Alignment Engine | Maps content to state curriculum standards (Common Core, etc.). Generates standards-aligned lesson plans and learning objectives. | Content + state + grade | Standards alignment + lesson plan | 95% | |
| 5 | Illustration Prompt Generator | Converts story scenes into detailed illustration prompts. Handles style consistency, character consistency, and age-appropriate imagery. | Story manuscript + style guide | Illustration prompts per page/spread | 96% | |
| 6 | Assessment Creator | Generates comprehension questions, vocabulary exercises, and discussion prompts from story content aligned to reading level. | Story + target skills | Assessment packet (PDF) | 95% | |
| 7 | KDP Formatter | Formats manuscripts for Amazon KDP publishing — proper margins, page breaks, copyright page, and print-ready PDF generation. | Final manuscript + trim size | KDP-ready PDF + cover spec | 98% |
📝
Grant Writing for Nonprofits
Funder research & matching, LOI generation, narrative drafting per funder requirements, budget narrative, compliance
$300-600
per month / nonprofit
1.5M+ nonprofits
⚠️ Why Generic AI Fails: Each funder has unique priorities, format requirements, and evaluation criteria. Generic AI writes generic proposals that don't get funded. Can't match organizational mission to funder priorities specifically.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Funder Matcher | Matches nonprofit mission and programs to funders with aligned priorities. Scores alignment, analyzes past giving, and estimates probability. | Org mission + programs | Ranked funder list + alignment scores | 93% | |
| 2 | LOI Generator | Generates Letters of Inquiry tailored to each funder's specific interests, format requirements, and evaluation criteria. | Org info + funder requirements | Tailored LOI (PDF) | 95% | |
| 3 | Narrative Drafter | Drafts full proposal narratives per funder's specific RFP requirements — need statement, methodology, evaluation plan, sustainability. | RFP + org data + program details | Complete proposal narrative | 94% | |
| 4 | Budget Narrative Writer | Translates line-item budgets into narrative justifications matching funder's budget format requirements and cost principles. | Budget + funder format | Budget narrative + justification | 95% | |
| 5 | Compliance Checker | Verifies proposal meets all funder requirements — page limits, font size, required sections, certifications, SAM registration. | Proposal + RFP checklist | Compliance checklist + gaps | 97% | |
| 6 | Impact Metrics Designer | Designs outcome measurement frameworks with SMART indicators, data collection methods, and evaluation timelines. | Program description + goals | Evaluation framework + metrics | 93% |
🛂
Immigration Document Preparation
Form completion (I-130, I-485, etc.), evidence checklists, country-specific requirements, RFE response drafting
$500-1,200
per month / practice
Market: $8B+
⚠️ Why Generic AI Fails: Immigration law changes frequently, country-specific requirements vary dramatically, one wrong answer = denied application. Generic AI lacks current CIS policy memo knowledge and can't determine correct filing order.
| Pri | Function | Description | Input | Output | Accuracy | Status |
|---|---|---|---|---|---|---|
| 1 | Form Auto-Filler | Completes immigration forms (I-130, I-485, I-765, I-131, N-400, etc.) from client data with proper field mapping and validation. | Client data + form type | Completed form + data summary | 97% | |
| 2 | Evidence Checklist Generator | Generates case-type and country-specific evidence checklists based on current CIS requirements and recent RFE trends. | Case type + country + visa class | Evidence checklist + priority ranking | 96% | |
| 3 | Filing Order Determiner | Determines correct filing order and timing for multi-form cases. Handles concurrent filing, visa bulletin dependencies, and age-out calculations. | Case details + visa bulletin | Filing strategy + timeline | 95% | |
| 4 | RFE Response Drafter | Drafts Responses to Evidence requests with proper legal citations, organized evidence index, and persuasive argumentation. | RFE notice + case file | RFE response + evidence package | 95% | |
| 5 | Country Conditions Reporter | Generates country conditions reports for asylum/humanitarian cases using current DOS, HRW, and Amnesty International data. | Country + claim type | Country conditions report | 93% | |
| 6 | Eligibility Screener | Screens clients for immigration eligibility — visa types, pathways, bars, inadmissibility grounds, and waiver options. | Client demographics + history | Eligibility analysis + pathway options | 94% |