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Market around refinetrain

RefineTrain offers AI-powered invoice validation for complex industries. Their agentic AI understands layered contracts, change orders, approvals, and prior spend, flagging risks with evidence.

Visit refinetrain.ai ↗Pricing page ↗
Pricing (1 buyer tier · 2 plans)
As parsed from refinetrain.ai/ on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
refinetrain · Pro
No Pro plan
—
Pro-agent median
$50
across 3 priced agents
vs Pro agents
No comparison
refinetrain doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
27th pctile
23 strong substitutes
Price momentum · 31d
Flat
Agents · Pro median
$50/mo
3 priced · $27.09–$50 mid 50%
MCP servers · Pro median
$19/mo
5 priced · $9.99–$25 mid 50%

Agents cost 2.6× MCP servers at the Pro tier.

Price spectrum · Pro plans · 7 of 17 providers priced · log scale · $3.25 → $50/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)refinetrain has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches refinetrain's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

AAgents41Ranked by relevance
refinetrainthis listing
● AGENT · relevance 100%
no public price
ai_for_invoices_automating_usi
● AGENT · relevance 76%
no public price
invoice_audit_agent
● AGENT · relevance 74%
no public price
ai_logistics_cost_optimization
● AGENT · relevance 74%
no public price
invoice_processing_automation_
● AGENT · relevance 73%
no Pro plan
entry $30/mo
invoice_processing_ai_agent
● AGENT · relevance 72%
$50/mo Pro
0% vs Pro median
vendor_cost_compliance
● AGENT · relevance 72%
no public price
payment_compliance_agent_ai_ag
● AGENT · relevance 72%
no Pro plan
entry $999/mo
automating_supplier_invoice_ma
● AGENT · relevance 71%
no public price
Tax Compliance Agent
● AGENT · relevance 70%
no Pro plan
entry $999/mo
ai_operator
● AGENT · relevance 70%
no public price
Hypatos AI Agentic Automation
● AGENT · relevance 70%
no public price
AI Agent for Remittance Matching
● AGENT · relevance 69%
no public price
AI Financial Reconciliation Agent
● AGENT · relevance 69%
no public price
Kaunt
● AGENT · relevance 69%
no public price
ai_procuretopay_agent_automate
● AGENT · relevance 68%
no public price
daylit
● AGENT · relevance 68%
no public price
Cash Application Software
● AGENT · relevance 68%
no public price
Financial Reconciliation AI Agent
● AGENT · relevance 68%
no public price
procindex
● AGENT · relevance 67%
no public price
Invoice Resolution Provider
● AGENT · relevance 67%
no public price
AI-powered automated account reconciliation
● AGENT · relevance 67%
no public price
hypatos_tax_compliance
● AGENT · relevance 67%
no public price
eigenpal
● AGENT · relevance 67%
no public price
Payout Agent
● AGENT · relevance 67%
no Pro plan
entry $99/mo
ardem_freight_ai
● AGENT · relevance 67%
no public price
contractguard
● AGENT · relevance 66%
no public price
ledgerup
● AGENT · relevance 66%
no Pro plan
entry $500/mo
docugenie_ai
● AGENT · relevance 66%
no public price
gerri
● AGENT · relevance 66%
no Pro plan
entry $500/mo
Exception Agent
● AGENT · relevance 66%
no public price
automated_invoicepo_matching_w
● AGENT · relevance 66%
$4.17/mo Pro
-92% vs Pro median
Receipt Validation AI Agent
● AGENT · relevance 65%
no Pro plan
entry $30/mo
AI Agent for Month-End Accruals
● AGENT · relevance 65%
no Pro plan
entry $600/mo
ai_invoice_agent
● AGENT · relevance 65%
no public price
Document Review Agent
● AGENT · relevance 65%
no public price
pando_freight_audit
● AGENT · relevance 65%
no public price
AI Agent for Vendor Payments
● AGENT · relevance 65%
no Pro plan
entry $600/mo
autonomous_ai_agents_for_trade
● AGENT · relevance 65%
no public price
Payroll Audit AI Agent
● AGENT · relevance 65%
$50/mo Pro
0% vs Pro median
buzzi
● AGENT · relevance 65%
no public price
MMCP servers8Ranked by relevance
ap_control
● MCP · relevance 72%
$9.99/mo Pro
-47% vs Pro median
InvoiceXML
● MCP · relevance 72%
$3.25/mo Pro
-83% vs Pro median
DO
Document Integrity Validator
● MCP · relevance 70%
no public price
ibanforge
● MCP · relevance 69%
$80 usage Pro
not monthly-comparable
sheetspec
● MCP · relevance 67%
no public price
Strale
● MCP · relevance 66%
no public price
receipt_extraction
● MCP · relevance 66%
$19/mo Pro
0% vs Pro median
invoicing
● MCP · relevance 65%
$25/mo Pro
+32% vs Pro median
PPlatforms1Ranked by relevance
Applied AI Studio
● PLATFORM · relevance 69%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.