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Reconciliation Automation

Query this niche via MCPniche_report({ niche: "reconciliation-automation" })
active marketmarket pulse 46/100commercial money present0 new builders in 30d19 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$100/mo
$50–$250 middle half · 5 providers
MCP servers · median
None priced — too few for a MCP servers median.

All plansAgents vs MCPs

each dot = one provider · log scale
Agents $100
Puzzle Ai Accounting · $25
Digits Agl · $65
Open Accountant · $20
Intercompany Reconciliation Ai · $50
Puzzle Ai Accounting · $60
Digits Agl · $250
Digits Agl · $100
Puzzle Ai Accounting · $200
docyt · $299
Intercompany Reconciliation Ai · $3,990
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
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        "index": 96.739,
        "pairs": 13,
        "dayChangePct": 0
      }
    ],
    "latest": 96.739,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "ai_financial_reconciliation_ag",
      "name": "AI Financial Reconciliation Agent",
      "url": "https://v7labs.com/agents/financial-reconciliation-agent",
      "short_summary": "Automates financial reconciliation by comparing transactions between two data sources (bank statements, GL, credit card statements, invoices) and flagging disc…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "breezing",
      "name": "Breezing",
      "url": "https://breezing.io/",
      "short_summary": "syncs crypto transactions into accounting systems and automates crypto accounting workflows",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29.17,
        "monthly_usd": 29.17,
        "headline": "From $29.17/mo",
        "summary": "From $29.17/mo. Breezing offers six subscription plans from $29/month for 600 transactions to $2,917/month for 1,500,000 transactions, with custom enterprise pricing available above that volume."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cash_application_software_agen",
      "name": "Cash Application Software",
      "url": "https://highradius.com/product/cash-application-automation",
      "short_summary": "Automates cash application by matching incoming payments to open invoices and handling exceptions, achieving 90%+ straight-through cash posting via 13 AI agents",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "HighRadius uses outcome-based pricing with no upfront or implementation fees shown, and requires booking a meeting for pricing details."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "financial_reconciliation_ai_ag",
      "name": "Financial Reconciliation AI Agent",
      "url": "https://putitforward.com/platform/agents/operations-and-finance/financial-reconciliation-agent",
      "short_summary": "Auto-matches transactions across billing, ERP, and payment systems, flags discrepancies, proposes corrections, and accelerates month-end close",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Pricing is not publicly displayed; customers must contact sales or request a demo for quotes."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "finstatai",
      "name": "Finstatai",
      "url": "https://finstat.ai",
      "short_summary": "Your AI runs the books. Hand it bank and card statements, invoices, bills and receipts; get reconciled\n  double-entry books with every number traceable to the…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "FinStat provides 1,000,000 free tokens, then charges $30 per million tokens for usage-based accounting work."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "hellobooksaiagents",
      "name": "HelloBooksAIAgents",
      "url": "https://agents.hellobooks.ai",
      "short_summary": "provides MCP server for AI agents to access HelloBooks product data and capabilities",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage indicates a free HelloBooks public MCP offering, while detailed paid plan prices are not publicly shown in the supplied context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "intercompany_reconciliation",
      "name": "Intercompany Reconciliation",
      "url": "https://kognitos.com/use-case/intercompany-reconciliation",
      "short_summary": "Extracts intercompany transaction data from multiple ERPs/ledgers, performs automated matching, identifies discrepancies, facilitates resolution workflows, and…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown on the supplied use-case homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "stacks",
      "name": "Stacks",
      "url": "https://stacks.ai/",
      "short_summary": "Automates financial close: reconciles transactions, prepares journals/accruals, matches intercompany balances, processes AR/cash, and drafts variance analysis…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ai_media_spend_reconciliation_",
      "name": "AI Media Spend Reconciliation Agent",
      "url": "https://cassidyai.com/solutions/ai-media-spend-reconciliation-agent",
      "short_summary": "Automates media spend reconciliation for marketing agencies—invoice matching, three-way matching of insertion orders/delivery data/vendor invoices, sequential…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown on the observed homepage for the AI Media Spend Reconciliation Agent."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "balance_sheet_reconciliation_a",
      "name": "Balance Sheet Reconciliation Agent",
      "url": "https://adoption.microsoft.com/en-us/scenario-library/finance/balance-sheet-reconciliation-agent",
      "short_summary": "Performs balance sheet reconciliation by detecting variances, identifying missing records, analyzing root causes, and recommending/automating corrections",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "appliedai_studio",
      "name": "Applied AI Studio",
      "url": "https://studio.appliedai.club/finance",
      "short_summary": "Builds custom AI systems for finance teams that extract, compare, and flag issues for invoice matching, fraud/duplicate detection, revenue recognition (ASC 606…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "accounts-payable-automation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/reconciliation-automation",
  "summary": {
    "niche": "reconciliation-automation",
    "sector": "finance-ops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $55/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 55,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 249.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            25,
            65
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "reconciliation-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/reconciliation-automation",
    "counts": {
      "listings_with_price_capture": 20,
      "listings_with_observed_public_price": 10,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "puzzle_ai_accounting",
            "usd": 25
          },
          {
            "provider": "breezing",
            "usd": 29
          },
          {
            "provider": "digits_agl",
            "usd": 65
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 60,
        "provider_count": 5,
        "plan_observation_count": 8,
        "data_confidence": 0.41,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.4,
          "provider_count": 5,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "open_accountant",
            "usd": 20
          },
          {
            "provider": "intercompany_reconciliation_ai",
            "usd": 50
          },
          {
            "provider": "puzzle_ai_accounting",
            "usd": 60
          },
          {
            "provider": "digits_agl",
            "usd": 250
          },
          {
            "provider": "breezing",
            "usd": 437.5
          }
        ],
        "p25": 50,
        "p75": 250
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 299,
        "provider_count": 5,
        "plan_observation_count": 6,
        "data_confidence": 0.39,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.3,
          "provider_count": 5,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "digits_agl",
            "usd": 100
          },
          {
            "provider": "puzzle_ai_accounting",
            "usd": 200
          },
          {
            "provider": "docyt",
            "usd": 299
          },
          {
            "provider": "breezing",
            "usd": 2917
          },
          {
            "provider": "intercompany_reconciliation_ai",
            "usd": 3990
          }
        ],
        "p25": 200,
        "p75": 2917
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 20,
      "listings_with_observed_public_price": 10,
      "normalized_observations": 17,
      "comparable_providers": 6,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 1,
        "ambiguous_cadence": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "usage_not_monthly": 1,
      "ambiguous_cadence": 1
    },
    "billing_mix": {
      "free": 1,
      "contact_sales": 2,
      "freemium": 2,
      "subscription": 4,
      "usage": 1
    },
    "free_tier_share": 0.3,
    "top_providers": [
      {
        "agent_id": "ai_financial_reconciliation_ag",
        "name": "AI Financial Reconciliation Agent",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "breezing",
        "name": "Breezing",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29.17,
          "monthly_usd": 29.17,
          "headline": "From $29.17/mo",
          "summary": "From $29.17/mo. Breezing offers six subscription plans from $29/month for 600 transactions to $2,917/month for 1,500,000 transactions, with custom enterprise pricing available above that volume."
        },
        "observed": true
      },
      {
        "agent_id": "cash_application_software_agen",
        "name": "Cash Application Software",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "HighRadius uses outcome-based pricing with no upfront or implementation fees shown, and requires booking a meeting for pricing details."
        },
        "observed": true
      },
      {
        "agent_id": "financial_reconciliation_ai_ag",
        "name": "Financial Reconciliation AI Agent",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Pricing is not publicly displayed; customers must contact sales or request a demo for quotes."
        },
        "observed": true
      },
      {
        "agent_id": "finstatai",
        "name": "Finstatai",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "FinStat provides 1,000,000 free tokens, then charges $30 per million tokens for usage-based accounting work."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "reconciliation-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "reconciliation-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "ai_financial_reconciliation_ag"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "ai_financial_reconciliation_ag"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

7 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Breezingsyncs crypto transactions into accounting systems and automates crypto accounting workflows
mcp$29.17from / mo51.4% below100% livemcp51.4% below median100% live
HelloBooksAIAgentsprovides MCP server for AI agents to access HelloBooks product data and capabilities
mcpFreefree to use100% livemcp100% live
Digits AGL (Agentic General Ledger)Automates bookkeeping, transaction categorization, classification, and real-time reconciliation; performs month-end close, accruals/depreciation schedule entri…
mcp$65from / mo8.3% above100% livemcp8.3% above median100% live
Intercompany Reconciliation AI Agentmatches intercompany transactions across entities, handles tolerance thresholds and foreign exchange differences, and surfaces unresolved items before consolid…
agent$50from / mo16.7% below100% liveagent16.7% below median100% live
DocytAI-powered accounting automation platform that performs automated bank reconciliation, transaction categorization, and bookkeeping workflows. Uses artificial i…
agent$299from / mo398.3% above100% liveagent398.3% above median100% live
Open AccountantOpen-source AI bookkeeper agent that runs locally on your machine. Imports bank statements, categorizes transactions with AI, and generates financial insights—…
agent$20from / mo66.7% below100% liveagent66.7% below median100% live
Puzzle Ai AccountingAI-native accounting software that automates bookkeeping, month-end close, and financial reporting for startups and accounting firms. Features AI Close agents…
agent$25from / mo58.3% below100% liveagent58.3% below median100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.