Agentic Index
Pluvo vs Prophet (2026)
Both vendors last verified
Pluvo and Prophet both let finance and commercial teams ask questions of a model of the business and simulate decisions before making them. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Pluvo is built for CFOs, and its agents analyze financial models, trace variance and simulate scenarios, on five tiers with unlimited users, from $750 a month on Launch with a 12 month agreement, with a proof of value credited toward the first year. Prophet builds a continuously updated model from marketing, commercial and external data, answers plain English questions, generates forecasts and simulates marketing and pricing decisions, on three plans with no public prices after a six to eight week onboarding. Pluvo logs prompts, calculations and exports with trace IDs, runs close tasks on a schedule, and exposes its knowledge graph to ChatGPT, Claude and Cursor through an MCP server and API. Choose Pluvo for finance planning at a public price. Choose Prophet for marketing mix and pricing simulation.
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. Pluvo and Prophet are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 1,084 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose Pluvo if
- The finance team needs variance traced and scenarios simulated from its own models.
- Public tiers with unlimited users let you budget before a call.
- A proof of value credited toward the first year lowers the risk of trying it.
Choose Prophet if
- Marketing mix and pricing decisions are what you want to simulate before spending.
- A model of the business should update continuously from marketing, commercial and external data.
- A guided onboarding over six to eight weeks fits how you adopt tools.
| Feature | P Pluvo |
P Prophet |
|---|---|---|
| Action & orchestration | ||
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Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
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PluvoIntegrations & Tool Calling Live connectors let Pluvo read from NetSuite, Sage Intacct, QuickBooks Online, Xero, Stripe, Snowflake, Databricks, Postgres, Mercury, Plaid, Workday Adaptive Planning, spreadsheets and SFTP, with more in beta. It is read only by design and does not write back to the ERP, ledger or systems of record. Plus covers up to five supported integrations, Growth adds ERP and HRIS integrations, and Scale adds custom and direct data integrations. SourcePluvo, pluvo.io/integrations, /security and /pricingread 2026-10-06 |
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ProphetIntegrations & Tool Calling More than 140 integrations, Meta Ads, Google Ads, DV360, LinkedIn, Microsoft Ads and The Trade Desk among them with 134 more media connectors, connect marketing, sales, finance and operational systems to Prophet through APIs, cloud platforms or uploads to feed its model, and custom API connections can be requested on every plan. Prophet names no action back in those systems. SourceProphet, prophet.ml, /platform and /pricingread 2026-10-06 |
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Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
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PluvoWorkflow Orchestration Agents "run the work end to end", working across the customer's systems to pull the real ledger data and hand back a report where every number traces to source, and analysis runs continuously or on a schedule. Pluvo describes no branching, conditions, multiple cooperating agents or flow the customer composes. SourcePluvo, pluvo.ioread 2026-10-06 |
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ProphetWorkflow Orchestration Plain English questions get answers from Prophet AI, which generates forecasts and explores scenarios against the business's model one question at a time, such as comparing options for a Christmas campaign. Prophet describes no multi step flow, branching or workflow the customer composes. SourceProphet, prophet.ml/platform and prophet.mlread 2026-10-06 |
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Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
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PluvoTriggers & Channel Coverage Analysis and close tasks run continuously or on a schedule, so teams always have up to date answers, and performance issues are detected and surfaced in real time. People can also ask Pluvo from ChatGPT, Claude or Cursor. SourcePluvo, pluvo.ioread 2026-10-06 |
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ProphetTriggers & Channel Coverage The model refreshes live and daily on the Intelligence plan and monthly on Analyser, and Prophet AI answers when a user asks. Prophet describes no alert, schedule or event that starts the agent on its own. SourceProphet, prophet.ml/pricing and /platformread 2026-10-06 |
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| Knowledge & context | ||
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Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
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PluvoKnowledge Grounding & RAG Pluvo connects the customer's systems into one source of truth and models the logic behind every metric in what it calls a governed knowledge graph, which its agents reason from. The same graph is exposed to ChatGPT, Claude, Cursor or agents the customer's own team builds. SourcePluvo, pluvo.ioread 2026-10-06 |
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ProphetKnowledge Grounding & RAG Answers come from a digital clone of the business, a model built from the customer's media, commercial and organizational data plus more than 100,000 external economic, behavioral, environmental and competitive signals, from air quality and precipitation to sentiment and financial indices, refreshed continuously. Running that model returns a prediction instead of retrieving the customer's knowledge. Prophet describes no maintained retrieval structure over that knowledge. SourceProphet, prophet.ml/platformread 2026-10-06 |
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Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
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PluvoMemory & State Persistence Pluvo describes no memory the agents keep across sessions, and it makes no institutional memory claim. SourcePluvo, pluvo.ioread 2026-10-06 |
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ProphetMemory & State Persistence The continuously updated digital clone is the business model the product runs, not a memory the agent keeps. Prophet describes no conversation memory or agent memory. Historical analysis on Analyser covers a 90 day window. SourceProphet, prophet.ml/platform and /pricingread 2026-10-06 |
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| Control & trust | ||
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Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
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PluvoHuman Oversight & Guardrails Connected systems are only read, and Pluvo does not write back to the ERP, ledger or systems of record, which limits what it can change by design. It offers role based and view only paths, and schedules, evidence and source links are prepared for people to review. Pluvo describes no approval step before an agent acts. SourcePluvo, pluvo.io/securityread 2026-10-06 |
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ProphetHuman Oversight & Guardrails Teams use Prophet to test budgets, pricing, channels and commercial scenarios before money is spent, leaving the decision with the team. Prophet describes no approval step or control over what the agent may do. SourceProphet, prophet.ml/platformread 2026-10-06 |
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Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
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PluvoSecurity, Identity & Governance Enterprise workspaces support centralized identity, customizable role based permissions for personas such as Finance, Auditor and Board, and admin owned access reviews, and role based access control is included from the Scale plan up. Data is encrypted in transit and at rest. The SOC 2 Type II examination is in progress, so Pluvo holds no attestation yet. SourcePluvo, pluvo.io/security, /pricing and pluvo.ioread 2026-10-06 |
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ProphetSecurity, Identity & Governance The Enterprise plan adds SSO and IP whitelisting. Prophet displays an ISO Certified badge but does not name the standard, so it is unclear whether the badge is a security certification. SourceProphet, prophet.ml/pricing and prophet.mlread 2026-10-06 |
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Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
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PluvoObservability & Auditability Prompts, calculations, exports and important access events are logged with trace IDs so teams can review what happened, and the logs can be exported for compliance workflows. Every number in a report traces back to its source, and every plan includes an end to end audit trail. SourcePluvo, pluvo.io/security and /pricingread 2026-10-06 |
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ProphetObservability & Auditability Reporting shows the contribution of marketing, macroeconomic conditions, brand and baseline demand and reviews influenced revenue, and teams build dashboards around their own KPIs. These reports analyze the business. Prophet describes no record of the agent's own runs, steps or queries. SourceProphet, prophet.ml/pricing and /platformread 2026-10-06 |
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Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
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PluvoDeployment & Data Residency The platform runs on AWS. Deployment specifics and data residency requirements are reviewed during security discovery, and the Enterprise plan includes custom deployment architecture and data residency terms. Pluvo publishes no region list and names no customer cloud or on premises option. SourcePluvo, pluvo.io/security and /pricingread 2026-10-06 |
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ProphetDeployment & Data Residency The platform is hosted and delivered after a six to eight week onboarding, which includes a four to six week process of data consolidation, modeling, development, validation and deployment. No hosting region is published, and Prophet names no region choice, customer cloud or on premises option. SourceProphet, prophet.ml/platform and /pricing; prophet.ml/pricingread 2026-10-06 |
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| Solution readiness | ||
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Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
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PluvoPrebuilt Agents, Templates & Packs Set report types (monthly close, board narrative, variance drivers, runway scenarios, audit support) come from one agent workflow, all outputs of the same product, with no separate agents or templates to adopt. Plans run from Launch at $750 a month with unlimited users, reports and dashboards, through Plus at $1,500, Growth at $2,500 and Scale at $5,000, to a custom Enterprise plan, and a 90 day risk free proof of value is offered. SourcePluvo, pluvo.io and /pricingread 2026-10-06 |
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ProphetPrebuilt Agents, Templates & Packs Prophet's Analyser, Intelligence and Enterprise plans are tiers of one modeling product, with deeper model layers, faster refreshes, alpha and beta access and a dedicated marketing science team on Intelligence and a house of brands view on Enterprise, and RepositoryX is a data library. No packaged agents or templates are offered. SourceProphet, prophet.ml/pricingread 2026-10-06 |
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| Platform extensibility | ||
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Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
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PluvoModel Flexibility & Routing Customer prompts, files and finance data are not used to train the underlying models, and Pluvo names no model provider and offers no model choice. When a team reaches Pluvo from ChatGPT or Claude, that assistant reads Pluvo's knowledge graph through the plugin, MCP server or API. SourcePluvo, pluvo.io/security and pluvo.ioread 2026-10-06 |
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ProphetModel Flexibility & Routing Prophet runs its own modeling, three model layers deep on Intelligence and four on Enterprise, and names no language model provider or customer model choice for Prophet AI. SourceProphet, prophet.ml/platform and /pricingread 2026-10-06 |
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APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
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PluvoAPIs, SDKs & MCP Extensibility Pluvo offers a plugin, an MCP server and an API that expose its knowledge graph to ChatGPT, Claude, Cursor or agents the customer builds, and a custom API connector is among its integrations. Pluvo publishes no endpoint, authentication scheme, tool list or reference. SourcePluvo, pluvo.io and pluvo.io/integrationsread 2026-10-06 |
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ProphetAPIs, SDKs & MCP Extensibility The APIs Prophet names bring the customer's data in, with custom API connection requests on every plan. Prophet publishes no API, SDK or MCP server for driving Prophet itself. SourceProphet, prophet.ml/pricing and /platformread 2026-10-06 |
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Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
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PluvoTesting, Debugging & Optimization Forecast assumptions are tested against actuals as part of Pluvo's analysis of the customer's plan. Pluvo describes no way to test, score or compare the agents' reports. SourcePluvo, pluvo.ioread 2026-10-06 |
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ProphetTesting, Debugging & Optimization No way to test or score Prophet AI's answers is published. Testing commercial decisions against simulated conditions is the product's analysis of the business, not an evaluation of the agent. BYD's case study credits marketing with directly influencing about 37% of its test drives. SourceProphet, prophet.ml/platform and /case-studiesread 2026-10-06 |
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| Specialist automation | ||
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Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
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PluvoBrowser & Computer Use Finance systems are read through connectors and files. Pluvo describes no browser, desktop or computer control. SourcePluvo, pluvo.io/integrationsread 2026-10-06 |
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ProphetBrowser & Computer Use Prophet models data fed through integrations and uploads, and no browser, desktop or computer control is described. SourceProphet, prophet.ml/platformread 2026-10-06 |
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Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | P Pluvo |
P Prophet |
|---|---|---|
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Entry price Lowest public entry point |
From $750 per month (Launch), on a 12 month agreement | Contact sales; Analyser, Intelligence and Enterprise plans, no public prices |
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Pricing confidence How public the numbers are |
Public, exact | Contact only |
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Billing Primary billing axis |
per plan per month by integrations connected and AI capacity; unlimited users; 12 month agreement | — |
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Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
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Free tier / trial Try before you buy |
No free tier
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No free tier
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Buying motion Self-serve vs sales call |
Sales call | Sales call |
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Pricing verified When this pricing was last checked |
Product updates
Newest first, each linked to its source.
Pluvo
-
· Integrations
Release v2026.10.28 lets teams connect Sage Intacct to Pluvo directly as a data source.
Source -
· Security / enterprise
Release v2026.10.14 adds data access controls for Pluvo admins: a member can be granted a whole data source or specific tables, then narrowed by hiding tables or columns or adding a row rule, with a log of recent changes.
Source -
· Security / enterprise
Pluvo updated its Terms of Service to explicitly prohibit the use of customer data and model outputs for training or fine-tuning AI models.
Source
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