How much does Alloy.ai cost?

No public pricing; demo request triggers a sales follow up within twenty four hours. Enterprise supply chain platform sold via a sales led motion.

What are the best alternatives to Alloy.ai?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Alloy.ai among enterprise operations agents are Vic.ai, Brev, Deel, Findem. Each is graded on the same public evidence, and no vendor pays for placement.

Does Alloy.ai have SOC 2, SSO and role based access control?

Full under the Agentic Index verification standard. Alloy.ai publishes public evidence of enterprise security and identity controls, covering a compliance posture such as SOC 2 or ISO 27001, single sign on (SSO or SAML), and role based access control (RBAC). Evidence basis: Alloy.ai maintains a SOC 2 Type II for Security, stated affirmatively on its security page rather than in alignment language, and Single Sign-On is supported via SAML, allowing customers to enforce their corporate security best practices. T. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Alloy.ai require human approval before an agent acts?

Full under the Agentic Index verification standard. Alloy.ai publishes public evidence of human approval steps and guardrails, so an agent action can be held for review before it executes. Evidence basis: Agents prepare execution-ready actions, recovery orders, recommendation emails, narratives, for the human's immediate single-click approval, and the Lens UI is embedded within every agent so the human in the loop can iterate and give feedba. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Alloy.ai support MCP and tool calling?

Partial under the Agentic Index verification standard. Alloy.ai publishes some public evidence of tool calling and API or SDK extensibility, but narrower than full Model Context Protocol (MCP) support as defined by the Agentic Index taxonomy. Evidence basis: The platform offers a read only surface, exposing harmonized commerce data downstream into warehouses, lakes, BI tools and planning systems via documented destination integrations, and no developer portal, API reference, SDK or MCP. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

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Alloy.ai

Q: Who is Alloy.ai for?

Consumer packaged goods brands, Sales and supply chain teams at consumer brands, Retail and ecommerce operations leaders

Also known as: Alloy Technologies, Alloy, Lens

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Enterprise operations agentindependentVerified 2026-09-07

Entry priceContact salesFull pricing detail

Commerce intelligence system for consumer brands that unifies four hundred fifty plus data sources and runs AI agents for replenishment and performance reporting, with Lens as an embedded AI analyst.

Alloy.ai is a commerce intelligence system for consumer brands that unifies data from more than four hundred fifty sources into a single source of truth, then runs a team of AI agents on top of it. Announced in May 2026, the Replenishment AI Agent monitors every SKU at every account, calculates optimal order quantities, and drafts recommendation emails ready for single click approval, while the Performance Reporting AI Agent automates executive digests and root cause analysis. A Trade Promotion Agent and Forecast Adjustment Agent were slated to follow in Q3 2026.

Underpinning the agents is Lens, a generative AI chat interface that acts as an on demand AI analyst over a customer's unified data, letting anyone move from a surface table to a root cause explanation in natural language. The Lens UI is embedded inside every agent so a human in the loop can iterate and give feedback in real time. The platform detects store level stockouts, phantom inventory, and forecast inaccuracies and prepares action ready recovery orders and retailer communications.

Alloy Technologies applies proprietary commerce logic honed over a decade to translate fragmented data into demand signals, protecting the platform with SOC 2 Type II compliance, end to end encryption, and isolated cloud instances, and it does not use customer data to train third party models. Customers include Crayola, BIC, Melissa & Doug, Liquid I.V., and Valvoline.

Vendor details

Canonical URL

https://alloy.ai

Subcategory

Commerce intelligence and demand execution

Funding status

Series A stage, with the most recent round reported in May 2018; customers include Crayola, BIC, Melissa & Doug, Liquid I.V., Valvoline

Company status

independent

Use cases & customers

Primary use cases

Automated replenishment and stockout recoveryExecutive performance reporting and root cause analysisRetail demand sensing and allocationOTIF penalty and chargeback preventionNatural language commerce analytics via Lens

Target customers

Consumer packaged goods brandsSales and supply chain teams at consumer brandsRetail and ecommerce operations leaders

Deployment options

SaaS (isolated cloud instances)

Integrations

More than four hundred fifty prebuilt turnkey integrations across retailers, ecommerce platforms, distributors, 3PLs, and ERPs, ingesting APIs, EDI, flat files, and Excel; self healing pipelines automatically re fetch and backfill when a feed breaks; pushes harmonized signals into planning systems like Kinaxis, Anaplan, and SAP IBP.

In practice

The Replenishment Agent monitors every SKU at every account, spots where demand outpaces supply, computes the order quantity, and drafts a recovery email for single click approval

An analyst asks Lens in plain language why a region underperformed and moves from a summary table to a root cause explanation in seconds

A supply chain team uses granular POS data to dispute an unjustified out of stock chargeback and protect margin from a big box scorecard hit

Sources & related URLs

Research sources

https://alloy.ai/ https://alloy.ai/ai-agents-launch-announcement https://alloy.ai/data-platform https://www.g2.com/products/alloy-ai/reviews

Agentic Index coverage score

8.0 / 14 capabilities · 57%

Integrations & Tool Calling	Full
The current homepage lists more than 450 turnkey integrations spanning data sources (retailers, ecommerce, 3PLs, distributors, ERPs) and data destinations (warehouses and lakes, BI tools, demand planning systems including Kinaxis, Anaplan and SAP IBP), a named two-directional catalog on the vendor's own navigation. The agents' output reaches outside systems as prepared orders and retailer communications routed for approval. The catalog spans several kinds of system rather than one ecosystem. SourceAlloy.ai, alloy.ai homepage and integrations pagesread 2026-09-07
Workflow Orchestration	Full
Agents run a multi-step pipeline end to end, per the current homepage and launch page: they detect the store-level stockout or performance shift, calculate optimal order quantities, draft the recovery order or executive narrative, and route it for single-click approval, monitoring every SKU-location around the clock across the retail network. Detection through analysis through drafted action through approval routing is multi-step orchestration of the whole job. SourceAlloy.ai, alloy.ai homepage and AI agents launch announcementread 2026-09-07
Knowledge Grounding & RAG	Full
Lens is an on-demand AI analyst grounded in the customer's unified data within Alloy.ai, a single source of truth maintained across 450-plus continuously synchronized feeds with proprietary CPG logic bridging gaps in the raw signals; queries run over that maintained structure per question rather than assembling context per run. That is a persistent, harmonized retrieval layer over the customer's commerce data. SourceAlloy.ai, alloy.ai homepage and Lens pageread 2026-09-07
Human Oversight & Guardrails	Full
Agents prepare execution-ready actions, recovery orders, recommendation emails, narratives, for the human's immediate single-click approval, and the Lens UI is embedded within every agent so the human in the loop can iterate and give feedback in real time. A vendor-shipped per-output approval surface with an embedded feedback channel is the vendor's own mechanism, and the approval sits before execution, a prospective gate. SourceAlloy.ai, alloy.ai homepage and AI agents launch announcementread 2026-09-07
Security, Identity & Governance	Full
Alloy.ai maintains a SOC 2 Type II for Security, stated affirmatively on its security page rather than in alignment language, and Single Sign-On is supported via SAML, allowing customers to enforce their corporate security best practices. The same page lists OWASP ASVS penetration testing by third parties, TLS 1.2 everywhere, GDPR and CCPA compliance and GDPR-compliant subprocessors only, and the homepage adds isolated cloud instances and a prohibition on training third-party models with customer data. SourceAlloy.ai (Alloy Technologies, Inc., alloy.ai, the CPG demand vendor, not runalloy.com, alloy.com or alloy.app), alloy.ai/securityread 2026-09-07
Observability & Auditability	Partial
Platform health monitoring, not a record of what an agent did. Hundreds of prebuilt CPG dashboards, drill-downs and cross-retailer scorecards report on the customer's business, which is the product, not observability of the agent. What the platform does offer is a transparent monitoring and recovery layer surfacing health with self-healing pipelines, vendor-supplied observability of the platform's own operation, and agent recommendations arrive as reviewable drafts with Lens explanations attached. No audit log, trace or per-action record of what an agent did and why is documented anywhere. SourceAlloy.ai, alloy.ai homepage and data platform pageread 2026-09-07
Memory & State Persistence	Not documented
The unified data layer and intelligent network graph maintaining persistent commerce state are the application's own data model, a customer data store rather than memory. Deleting it would delete the product's single source of truth, not a remembered state. No page documents a memory layer with a stated scope and lifetime, no per-user or per-agent memory, and no learning that changes what the system may do on its own; Lens iteration is within-conversation feedback, not documented persistence. SourceAlloy.ai, alloy.ai homepage and agents pagesread 2026-09-07
Deployment & Data Residency	Not documented
The security page discloses that all customer data is stored in Google Cloud Platform, which names the infrastructure provider rather than a residency, and no page names a hosting region, a region list, a customer environment option or a selection surface. The service is cloud SaaS with isolated instances, which is single tenancy, an architecture fact rather than a deployment option. The vendor says where the data sits at the provider level and says nothing about residency choice. GDPR compliance is a processing commitment, not residency. SourceAlloy.ai, alloy.ai/securityread 2026-09-07
Prebuilt Agents, Templates & Packs	Full
Two shipped, named, individually documented agents with their own product pages (Replenishment AI Agent, Performance Reporting AI Agent), selected and adopted as whole units, plus hundreds of prebuilt CPG dashboards, workflows and cross-retailer scorecards. Each shipped agent does its own complete job. The Trade Promotion Agent and Forecast Adjustment Agent are marked Coming Soon on the vendor's own homepage. SourceAlloy.ai, alloy.ai homepage, /retail-replenishment-ai-agent and /performance-reporting-ai-agentread 2026-09-07
Triggers & Channel Coverage	Full
Intake is event-driven and documented at the event level. Agents monitor every SKU-location 24/7 and fire on demand signals, store-level stockouts, forecast inaccuracies, promotional non-compliance, preparing responses before the cost lands; self-healing pipelines re-fetch on feed failure; real-time alerts drive the dashboards-and-workflows execution suite. SourceAlloy.ai, alloy.ai homepage and data platform pageread 2026-09-07
Model Flexibility & Routing	Not documented
No model provider is named anywhere on the vendor's surface, no customer or admin model selection is documented, and the security page's third-party-model training prohibition confirms external models are in the stack without naming or offering them. Nothing documented lets anyone but the vendor choose the model. SourceAlloy.ai, alloy.ai homepage and security pageread 2026-09-07
APIs, SDKs & MCP Extensibility	Partial
The platform offers a read only surface, exposing harmonized commerce data downstream into warehouses, lakes, BI tools and planning systems via documented destination integrations, and no developer portal, API reference, SDK or MCP server for driving the platform is linked anywhere on the site. A name collision to watch for: a search for Alloy developer documentation returns other companies sharing the name (runalloy.com developer docs, alloy.app security page, alloy.com), and runalloy's genuine developer portal belongs to a different company. SourceAlloy.ai, alloy.ai integrations destination pages and developer proberead 2026-09-07
Testing, Debugging & Optimization	Not documented
Simulations of the business, not evaluation of the agent. AI-powered predictive simulations of forward-looking supply chain states simulate the customer's business, the customer's artifact, and are the product rather than an evaluation surface for the agent. No evaluation harness, scored test cases, release gate, live agent-quality metric or controlled post-deployment experiment is documented on any first-party page; approval of agent drafts is per-output gating, an oversight control rather than evaluation. SourceAlloy.ai, alloy.ai homepage, agents launch and data platform pagesread 2026-09-07
Browser & Computer Use	Not documented
The automated data collection story, ending manual downloads by capturing granular POS and inventory data from 450-plus partners, describes ingestion collectors building the dataset at build time. No hosted or local browser, desktop session or computer control is documented. Agents act on integrated data and prepare communications; nothing operates a visual interface at run time. SourceAlloy.ai, alloy.ai homepage and data platform pageread 2026-09-07

The Agentic Index coverage score grades every vendor Full, Partial or Not documented against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Pricing

Contact sales

What is public

Product capabilities, integration count, and security posture are public; commercial terms are not.

Billing mechanics

Not publicly documented; enterprise sales led with a demo request funnel.

Cost watchouts

Likely priced by data sources, SKUs, or retail connections; number of AI agents deployed may factor in as the agent suite expands.

Variable cost rationale

Data platforms of this type typically price by number of sources, SKUs, or retail connections, which scales with the brand's footprint; the expanding agent suite may add per agent cost. No metering is published, so exposure is inferred.

Additional watchouts

Enterprise CPG procurement; expect scoping by data volume, retail connections, or seats plus agent add ons.

Sales call required

Yes, required for paid access

Free / trial

Demo request only; no free tier or self serve trial documented

Key ambiguities

Pricing axis and figures are unpublished; the platform spans data integration plus an expanding agent suite, so packaging may bundle differently per customer.

Missing data

All pricing figures, billing axis, trial terms.

Agentic Index verified 2026-09-07

Official pricing page

Related vendors

Alternatives to Alloy.ai

The closest documented capability profiles to Alloy.ai among enterprise operations agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

Vic.ai7.5 / 14A lighter documented profile than Alloy.ai
Brev7.0 / 14A lighter documented profile than Alloy.ai
Deel8.0 / 14Fuller documented coverage on APIs, SDKs & MCP Extensibility
Findem7.0 / 14A lighter documented profile than Alloy.ai
GoComet7.0 / 14A lighter documented profile than Alloy.ai
Maxima AI8.0 / 14Fuller documented coverage on Observability & Auditability

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Alloy.ai with other vendors →Compare all enterprise operations agents →See where Alloy.ai ranks →

Data confidence: high