# Fareg

*/Startups/Fareg*

## Startup Overview

This integration layer connects corporate travel booking emails and inbox feeds directly to corporate card ledgers. It extracts flight itineraries and automatically matches them against incoming bank transactions. The system parses PDF and HTML receipts to identify ticket numbers, travel dates, and exact amounts, writing the reconciled data directly into the accounting system.

Corporate finance teams and frequent business travelers waste significant time chasing missing receipts and categorizing flight expenses. Employees face the administrative burden of downloading, uploading, and coding travel documents, while accounting staff must track down missing submissions to close the books. By automating the extraction and reconciliation process, this tool removes the traveler from the reporting workflow entirely.

Legacy expense software like SAP Concur, Navan, and Expensify requires direct employee interaction and charges fixed per-seat licensing fees. This alternative operates completely zero-touch for employees, functioning entirely in the background without requiring mobile apps or manual data entry. It aligns costs strictly with performance through an outcome-based pricing model, charging corporate customers exclusively for each successful receipt-to-feed match.

## Startup Founding Hypothesis

**Approach**: that extracts and matches flight receipts to card feeds
**Competitors**:
- [SAP Concur](/Competitors/SAP_Concur)
- [Navan](/Competitors/Navan)
- [Expensify](/Competitors/Expensify)
**Differentiator2x2**: both outcome-priced per successful match and completely zero-touch for employees

## Startup Solution Coordinate

**Solution**: [Fareg AutoMatch Service](/Services/Fareg_AutoMatch_Service)

## Startup Position2x2

```mermaid
quadrantChart
    x-axis High Employee Friction --> Zero-Touch for Employees
    y-axis SaaS/Seat Pricing --> Outcome-Priced per Match
    SAP Concur: [0.15, 0.15]
    Expensify: [0.45, 0.25]
    Navan: [0.65, 0.30]
    Fareg: [0.85, 0.85]
```

## Startup Offer

**Proof**:
- Aiming for a >95% automated match rate on standard domestic airline receipts without any employee intervention.
- Targeting a full elimination of manual receipt-upload tasks for traveling employees.
- Projected to reduce month-end corporate travel reconciliation time for mid-market finance teams by up to 80%.
**Tiers**:
- Name: Standard Extraction · Price: ~$0.40–$0.80 per successful match · Inclusions: Automated parsing of standard single-passenger airline receipts and direct reconciliation against a single corporate card transaction feed.
- Name: Complex Itinerary · Price: ~$1.20–$2.50 per successful match · Inclusions: Multi-leg, multi-passenger bookings, including ancillary fees (baggage, seat upgrades) and refunds, matched and split across corporate card feeds.
**Guarantee**: Fareg charges exclusively for successful matches; if a receipt requires manual finance team intervention to reconcile against the corporate card feed, the extraction and parsing data is provided at zero cost.
**Business Function**: ProvideService
**Objection Handlers**:
- How do you get the receipts if employees don't upload them? -> Fareg is designed to connect directly to centralized corporate travel inboxes or TMC booking feeds via read-only APIs, bypassing the employee entirely.
- What happens when airlines issue partial refunds or schedule changes? -> The system parses modification emails and maps the negative or delta amounts back to the original Booking Reference Number in the card feed.
- We already use Concur; why do we need this? -> Fareg does not replace your expense system; it is intended to act as an invisible integration layer that pushes pre-reconciled, receipt-attached transactions directly into platforms like Concur or Navan via API.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Direct and transactional, prioritizing exact financial accuracy over conversational warmth.
**Tagline**: Reconcile flight receipts to card feeds without employee input.
**Icon Concept**: ticket
**Palette Intent**: institutional-cool
**Visual Identity**: The brand pairs crisp boarding-pass whites and deep slate blues with monospace typography to emphasize precise financial reconciliation.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Fareg → Corporate Finance Team → Traveling Employees
**Gtm Motion**: Acquires corporate finance teams through a self-serve pilot on a single corporate card feed, then expands revenue programmatically by charging an outcome-based fee for every successful flight receipt matched across the entire employee base.
**Agent Channel**: Designed to be listed in autonomous accounting agent registries (such as the LangChain integrations hub or OpenAI tool directory) as a structured invoice-matching endpoint that autonomous finance agents would discover and invoke to reconcile missing flight data.
**Primary Channel**: Corporate card integration directories (such as the Ramp, Brex, or Amex partner marketplaces), discovered when controllers search for zero-touch receipt reconciliation add-ons.

## Startup Customer Journey

```mermaid
flowchart LR;A[Partner Directory]-->C[Pilot Workspace];B[Finance Agent Registry]-->C;C-->D[Single Card Feed];D-->E[Central Travel Inbox];E-->F[Complex Itinerary Module];F-->G[Expense Platform]
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- A 30-day pilot routing a single sales department travel inbox to Fareg to prove a 90% plus auto-reconciliation rate directly into the client existing Concur instance.
- A 60-day trial processing complex multi-leg bookings to demonstrate accurate splitting of ancillary fees across the corresponding corporate card feed without finance team intervention.
**Target Metrics**:
- Target: >95% automated match rate on standard domestic airline receipts against corporate card feeds.
- Aim: 100% elimination of manual employee receipt-upload tasks for booked airfare.
- Target: 80% reduction in month-end corporate travel reconciliation time for finance teams.
- Aim: $0 paid by the client for unmatched receipts requiring manual finance team intervention.
**Target Case Studies**:
- A mid-market consulting firm aiming to eliminate manual receipt uploads for their road-warrior consultants by routing travel booking feeds directly to Fareg for auto-reconciliation.
- An enterprise software company seeking to reduce month-end travel reconciliation time by automating the matching of complex multi-leg itineraries and seat upgrade fees to their corporate card feed.
- A regional manufacturing business testing the elimination of finance-team manual intervention on partial flight refunds and schedule changes by parsing modification emails directly.
**Testimonial Targets**:
- VP of Finance expressing relief that partial airline refunds and baggage fees now automatically match to original booking reference numbers without spreadsheet macros.
- Traveling Sales Director stating they no longer have to dig through their inbox on Friday afternoons to manually upload flight receipts to their expense platform.
- Corporate Controller highlighting how the read-only API integration acts as an invisible layer pushing pre-reconciled transactions directly into Navan.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Corporate IT departments refuse to grant the inbox or API access required for zero-touch receipt extraction due to security and privacy policies. · Mitigation Status: unmitigated
- Severity: high · Description: Incumbent expense platforms like SAP Concur or Expensify release automated flight matching as a free bundled feature. · Mitigation Status: unmitigated
- Severity: high · Description: Major airlines change their email receipt schemas or block automated parsing bots, breaking the core extraction pipeline. · Mitigation Status: in-progress
- Severity: moderate · Description: Irregular flight purchases such as post-booking seat upgrades or multi-leg cancellations fail to match with card feeds, directly reducing outcome-based revenue. · Mitigation Status: in-progress

## Startup Competitors

- [SAP Concur](/Competitors/SAP_Concur) — Incumbent
- [Navan](/Competitors/Navan) — Travel Management
- [Expensify](/Competitors/Expensify) — Legacy Expense
- [Ramp](/Competitors/Ramp) — Corporate Card
- [Manual Expense Reports](/Competitors/Manual_Expense_Reports) — Status Quo

## Startup Solution Stack

- [AutoMatch Reconciliation Service](/Services/AutoMatch_Reconciliation_Service) — Service-as-Software
- [Inbox Ingestion Agent](/Agents/Inbox_Ingestion_Agent) — Agent
- [Flight Data Parsing Worker](/Agents/Flight_Data_Parsing_Worker) — Agent
- [Transaction Matching Engine](/Software/Transaction_Matching_Engine) — Software
- [Card Feed API](/Software/Card_Feed_API) — Software

## Startup Story Brand

**Hero**:
- **Need**: to be the strategic auditor who maintains total ledger integrity, not an administrative nag
- **Want**: to reconcile every flight receipt to card feeds without chasing employees
- **Identity**: the finance controller at a mid-market growth company
**Plan**:
- Step: Connect feeds · Detail: Link your centralized travel inbox and corporate card feeds to the Fareg engine.
- Step: Audit matches · Detail: Review the pre-reconciled ledger where receipts are already paired with their specific transaction IDs.
- Step: Post results · Detail: Push finalized, receipt-attached data directly into your existing ERP or expense platform via API.
**Guide**:
- **Empathy**: You shouldn't still be manually matching flight receipts to credit card statements. SAP Concur wasn't built to extract data directly from passenger inboxes without employee intervention.
**Problem**:
- **Villain**: manual receipt collection
- **External**: Travelers leave thousands in airline receipts rotting in email inboxes while finance teams manually hunt for 14-digit ticket numbers to match against American Express or Chase corporate feeds.
- **Internal**: You feel like a debt collector for your own staff instead of a financial leader.
- **Philosophical**: Why should finance teams accept chasing PDF attachments when the transaction data already exists in the inbox and the card feed?
**Success**: Your monthly airfare reconciliation finishes in minutes with every seat upgrade and baggage fee automatically attached to the correct card swipe.
**One Liner**: Instead of chasing employees for PDF attachments, Fareg extracts flight receipts from inboxes and matches them to card feeds — delivering 100% reconciliation without a single manual upload.
**Positioning**:
- **So That**: eliminate 80% of travel reconciliation time without replacing manual data entry
- **Unlike**: Manual employee receipt uploads
- **For Whom**: Mid-market finance controllers
- **Category**: Automated Flight Receipt Reconciliation
**Call To Action**:
- **Direct**: Reconcile first batch
- **Transitional**: View sample ledger data
**Failure Stakes**:
- Weeks of month-end reconciliation lag
- Lost VAT reclamation opportunities
- Friction between finance and traveling staff
**Transformation**:
- **To**: one of the few finance leaders who maintain a zero-touch expense reconciliation cycle
- **From**: a controller chasing travelers for PDF uploads
**Controlling Idea**: Corporate travel reconciliation should be an invisible background process, not an employee task.

## Startup Landing Hero

**Eyebrow**: Automated Travel Reconciliation
**Headline**: Reconcile every flight receipt without chasing employees
**Supporting Proof**: Direct Gmail and Outlook API extraction for 14-digit ticket matching

## Startup Landing Hero Services

**Eyebrow**: Automated travel reconciliation
**Headline**: Reconciled flight receipts without chasing employees for PDFs
**Supporting Proof**: Parses email inboxes and card feeds via read-only APIs.

## Startup Landing Hero Headless Saa S

**Eyebrow**: Travel reconciliation API
**Headline**: Match flight emails to corporate card feeds

## Startup Landing Problem

**Cards**:
- Body: You email employees for missing Delta or United receipts, turning yourself into an internal debt collector. High-value travelers ignore these requests, leaving you with unmatched American Express transactions and a reconciliation lag that drags into the next fiscal period. · Heading: Chasing travelers for PDF attachments
- Body: Finance clerks manually scan shared inboxes to find the specific ticket number that matches the total on a Chase statement. This process fails when ancillary fees like baggage or seat upgrades appear as separate, unidentifiable charges on the card feed. · Heading: Hunting 14-digit ticket numbers in Gmail
- Body: You rely on automated reminders that frustrate staff without solving the data gap. Employees upload blurry mobile photos or incorrect booking confirmations, forcing you to manually verify every line item to ensure VAT reclamation compliance and audit readiness. · Heading: Flagging expenses in SAP Concur
**Section Heading**: Manual receipt collection is stalling your month-end ledger integrity

## Startup Landing Solution

**Section Heading**: Eliminate receipt collection from the month-end reconciliation cycle
**Solution Statement**: Fareg is an automated reconciliation engine designed to bridge the gap between corporate card feeds and employee inboxes. The system is built to parse flight data and ticket numbers directly from email and travel provider APIs to match them against American Express, Chase, or Brex transaction logs.

## Startup Landing Features

**Benefits**:
- Detail: Eliminate the need for staff to upload PDFs by pulling data straight from the source. · Benefit: Stop manual receipt collection from employees · Feature: read-only inbox ingestion of airline receipts directly from traveler email accounts · Icon Name: Mail
- Detail: The transaction matching engine identifies the exact swipe for every booking reference found. · Benefit: Match every ticket number to card feeds · Feature: automated 14-digit ticket number pairing against American Express and Chase corporate feeds · Icon Name: Link
- Detail: Fareg handles complex multi-leg bookings and splits out incidental charges automatically. · Benefit: Reconcile ancillary fees without manual intervention · Feature: parsing of seat upgrades and baggage fees for line-level reconciliation · Icon Name: Briefcase
- Detail: Push finalized data to your existing expense platform to maintain a zero-touch audit trail. · Benefit: Automate data entry into SAP Concur · Feature: direct API synchronization of pre-reconciled receipts into SAP Concur and Navan · Icon Name: RefreshCw
- Detail: Ensure no tax recovery is missed due to lost or rotting email attachments. · Benefit: Capture every VAT reclamation opportunity · Feature: automated extraction of tax-compliant flight data for the monthly ledger close · Icon Name: FileCheck
- Detail: The system tracks negative amounts and deltas to keep your ledger accurate. · Benefit: Handle partial refunds and schedule changes · Feature: mapping of modification emails to original booking reference numbers and credit transactions · Icon Name: ArrowLeftRight
**Section Heading**: Eliminate receipt chasing and close your month-end travel ledger faster

## Startup Landing Social Proof

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Section Heading**: An engine built for zero-touch airfare reconciliation
**Capability Claims**:
- Extracts flight receipts directly from inboxes to match 14-digit ticket numbers against card transactions.
- Parses ancillary fee emails for baggage and upgrades to reconcile them with specific card swipes.
- Identifies partial refunds and schedule changes by mapping modification emails to original booking references.
- Pushes pre-reconciled transaction data with attached receipts into SAP Concur, Navan, or your ERP.
**Foundation Signals**:
- Connects via secure read-only APIs for inbox and corporate travel booking feeds.
- Integrates directly with American Express and Chase corporate card data streams.
- Standardized output compatible with SAP Concur and Navan API architectures.

## Startup Landing Pricing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Tiers**:
- Name: Standard Extraction · Price: ~$0.40–$0.80 per successful match · Tagline: For controllers managing standard domestic travel and single-card feeds · Cta Label: Reconcile first batch · Highlighted: false
- Name: Complex Itinerary · Price: ~$1.20–$2.50 per successful match · Tagline: For multi-passenger teams with ancillary fees and refund complexity · Cta Label: Connect feeds · Highlighted: true
**Billing Note**: Usage-metered pricing — illustrative bands shown until this Startup is live.
**Section Heading**: Automate Every Ticket Match Without Chasing Receipts

## Startup Landing Faq

**Faqs**:
- Answer: Fareg connects directly to your centralized corporate travel inboxes or TMC booking feeds via read-only APIs. It scans these sources to identify new bookings and ancillary receipts as they arrive, bypassing the need for any employee intervention. · Question: How do you get receipts if employees do not upload them manually?
- Answer: Fareg does not replace your expense system. It functions as an invisible integration layer that extracts receipt data and pushes pre-reconciled, receipt-attached transactions directly into platforms like Concur or Navan via API, eliminating the need for manual uploads. · Question: We already use SAP Concur; why do we need another tool?
- Answer: The system monitors for modification emails and parses the updated data. It automatically maps negative or delta amounts back to the original Booking Reference Number and matches them against the corresponding credits in your corporate card feed. · Question: What happens when airlines issue partial refunds or schedule changes?
- Answer: You only pay for success. Fareg charges exclusively for transactions that result in a successful match; if a receipt requires manual intervention from your finance team, the extraction and parsing data are provided to you at zero cost. · Question: What if the system fails to match a receipt to a transaction?
- Answer: We use read-only API scopes restricted to travel-specific senders. The system identifies flight receipts by ticket number patterns and ignores unrelated personal or corporate communications, ensuring your broader inbox data remains private. · Question: Is it safe to give a third-party tool access to our travel emails?
- Answer: Data sync happens in near real-time. Once the Fareg engine identifies a match between a receipt and a card transaction, the finalized data with the PDF attachment is pushed to your ERP or expense platform via API within minutes. · Question: How long does it take to sync matches with our ERP?
**Section Heading**: Common questions and technical concerns

## Startup Landing Final Cta

**Subhead**: Stop chasing employees for PDFs and eliminate the month-end backlog by automating your receipt collection today.
**Reassurance**: You maintain full control with no long-term contracts; cancel at any time and export your historical match data whenever you need it.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: Instead of chasing employees for PDF attachments, Fareg extracts flight receipts from inboxes and matches them to card feeds — delivering 100% reconciliation without a single manual upload.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: 3ab10e771425f912

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Automated Flight Receipt Reconciliation for Mid-market finance controllers. Unlike Manual employee receipt uploads — eliminate 80% of travel reconciliation time without replacing manual data entry.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: a449a2882ccd2ac2

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Travelers leave thousands in airline receipts rotting in email inboxes while finance teams manually hunt for 14-digit ticket numbers to match against American Express or Chase corporate feeds.
Solution: Instead of chasing employees for PDF attachments, Fareg extracts flight receipts from inboxes and matches them to card feeds — delivering 100% reconciliation without a single manual upload.
Customer: Mid-market finance controllers
Unlike: Manual employee receipt uploads
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 4e57064742ccb901

## Startup Token M E D D P I C C

**Pain**: Travelers leave thousands in airline receipts rotting in email inboxes while finance teams manually hunt for 14-digit ticket numbers to match against American Express or Chase corporate feeds.
**Metrics**: Target: Your monthly airfare reconciliation finishes in minutes with every seat upgrade and baggage fee automatically attached to the correct card swipe.
**Rendered**: Pain: Travelers leave thousands in airline receipts rotting in email inboxes while finance teams manually hunt for 14-digit ticket numbers to match against American Express or Chase corporate feeds.
Economic buyer: Corporate Finance Team
Metrics: Target: Your monthly airfare reconciliation finishes in minutes with every seat upgrade and baggage fee automatically attached to the correct card swipe.
Competition: Manual employee receipt uploads
**Mechanism**: spine-derived-v1
**Competition**: Manual employee receipt uploads
**Economic Buyer**: Corporate Finance Team
**Vocab Fingerprint**: a811ab80a7fad114

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Automated Flight Receipt Reconciliation for Mid-market finance controllers

Mid-market finance controllers — Travelers leave thousands in airline receipts rotting in email inboxes while finance teams manually hunt for 14-digit ticket numbers to match against American Express or Chase corporate feeds. Instead of chasing employees for PDF attachments, Fareg extracts flight receipts from inboxes and matches them to card feeds — delivering 100% reconciliation without a single manual upload.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: eb51962de7322b16

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Automated Flight Receipt Reconciliation. Instead of chasing employees for PDF attachments, Fareg extracts flight receipts from inboxes and matches them to card feeds — delivering 100% reconciliation without a single manual upload. Serves Mid-market finance controllers.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: b2b9cd026a667e76

## Neighborhood

### Candidate solutions

- [Service Technician Shortage](/Problems/Service_Technician_Shortage) — candidate solution for · Problems

### What it offers

- [Carpool and vanpool coordination services](/Services/Carpool_and_vanpool_coordination_services) — offers · Services

### Composed of

- [Auto-Reconciliation Service](/Services/Auto-Reconciliation_Service) — composes · Services
- [Flight Data Parsing Worker](/Agents/Flight_Data_Parsing_Worker) — composes · Agents
- [Inbox Ingestion Agent](/Agents/Inbox_Ingestion_Agent) — composes · Agents
- [Transaction Matching Engine](/Software/Transaction_Matching_Engine) — composes · Software
- [Card Feed API](/Software/Card_Feed_API) — composes · Software

### Embodies

- [Service-as-Software](/Theses/Service-as-Software) — embodies · Theses

### Competitors

- [Ramp](/Competitors/Ramp) — competes with · Competitors
- [SAP Concur](/Competitors/SAP_Concur) — competes with · Competitors
- [Navan](/Competitors/Navan) — competes with · Competitors
- [Expensify](/Competitors/Expensify) — competes with · Competitors
- [Manual Expense Reports](/Competitors/Manual_Expense_Reports) — competes with · Competitors

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