Finance & Operations

Expense Report Agent

Photographed receipts → categorised expenses → policy-checked report → submitted.

Features

5

Tech

11

Steps

5

AI Agent

Expense Report Agent

Production-readyObservable
Mistral OCR
OpenAI GPT-5
Anthropic Claude 4.7

Capabilities

What this agent does

Every capability is shipped end-to-end — not a feature flag. You get a working slice on day one and we expand from there.

Feature 01

Receipt photo capture

Mobile app or email forward, OCR'd instantly.

Feature 02

Auto-categorisation

Travel, meals, software, client entertainment, etc.

Feature 03

Policy enforcement

Flags out-of-policy spend before submission.

Feature 04

Approval workflow

Routes to manager + finance with one-click approve.

Feature 05

Mileage tracking

Auto-mileage from calendar + maps.

Stack

11 technologies we use

Production-tested tools chosen for reliability, observability, and developer velocity. Every piece is swappable.

Mistral OCROpenAI GPT-5Anthropic Claude 4.7ExpensifyRampBrexQuickBooksXeroGoogle MapsReact NativeTwilio

System at a glance

How the agent flows

A simplified view of what comes in, what the agent does with it, and what it produces. Each arrow is observable end-to-end.

Inputs

Transaction / invoicePolicy + COABank + accounting feed

Agent

Expense Report Agent

Plan → tool-call → reflect, with approval gates.

Tools the agent calls

Mistral OCROpenAI GPT-5Anthropic Claude 4.7ExpensifyRampBrex+5 more

Outputs

GL entryApproval routingForecast update
Every step traced in Langfuse / Braintrust · cost + latency monitored · full replay on failure · human-in-the-loop where it matters

Engagement

How we roll it out

A 5-step process from kickoff to handover. Every step has a deliverable you can sign off on.

  1. 01

    Policy ingest

    Codify daily limits, allowed categories, receipt requirements.

  2. 02

    Tool integration

    Connect to existing expense + accounting platforms.

  3. 03

    Pilot team

    Roll to one team for 30 days, gather feedback.

  4. 04

    Org-wide rollout

    Mobile app + email channels for capture.

  5. 05

    Audit reporting

    Monthly digest for finance: trends, anomalies, savings.

Outcomes

What you can expect

Real numbers we see when Expense Report Agent ships on top of an actual workflow. Specifics vary with starting baseline, data quality, and scope — but these are the ranges.

Outcome 01

10d → 3d

Close acceleration

Monthly close compresses as bookkeeping moves from manual to exception-based.

Outcome 02

Days → minutes

Invoice cycle time

Per invoice — extraction, matching, routing, posting.

Outcome 03

+12%

Collection rate

Tone-aware, multi-touch dunning sequences outperform manual.

Sample use cases

What this looks like in practice

Three concrete scenarios where teams deploy Expense Report Agent today. Your engagement starts with one of these (or your own variant) and expands from there.

01

AP automation end-to-end

Vendor emails an invoice — extracted, matched to PO, routed for approval based on amount + dept, posted to QuickBooks, paid on terms. Finance reviews exceptions only.

02

Friendly collections that actually work

Overdue invoices trigger a multi-touch sequence — friendly at 5 days, firm at 30, payment-plan offer at 60 — with tone tuned to your brand.

03

Live cash forecast

Bank + AR + AP + payroll merged into one weekly cash position with scenarios — CFO sees the runway impact of any decision in seconds.

Typical engagement

From kickoff to live in 4-8 weeks

Most Expense Report Agent engagements follow this shape. We give you a firm quote after a 30-minute scoping call, and the price is fixed up-front so you can budget.

2-3 weeks

Pilot

  • Discovery + playbook write-up
  • Tool design + guardrails
  • Eval suite + sandbox deploy
Core

2-4 weeks

Production

  • Hardened deploy on your stack
  • Observability dashboard + alerts
  • Two-week supervised mode

Ongoing

Handover & support

  • Runbook + team training
  • Monthly tuning + eval review
  • Pause or expand any time

Indicative range

$2,500 — $7,500

Full project, scoped + fixed up-front. Includes pilot, production, and 30 days of post-launch support.

Or hire us by the week

from $900/wk

Embedded retainer — best for evolving scopes.

Ready to ship Expense Report Agent?

Tell us about your data, your tools, and what success looks like. We come back within one business day with a clear plan, price, and timeline.

Get started

Ready to ship the software your business actually runs on?

Tell us what you're building. We respond within one business day with a clear plan, price, and timeline.

16 industry CRMs shipped96+ clients · 14 countriesRemote-first · Global delivery