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Alloy.ai

Also known as: Alloy Technologies, Alloy, Lens

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Enterprise operations agentindependentVerified 2026-07-08

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

Category

Enterprise operations agent

Subcategory

Commerce intelligence and demand execution

Funding status

Series A era; most recent round May 2018 per Crunchbase batch data; 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

Capability coverage

10.0 / 14 capabilities · 71%

Integrations & Tool CallingMore than four hundred fifty prebuilt turnkey integrations across retailers, ecommerce, distributors, 3PLs, and ERPs, ingesting APIs, EDI, flat files, and Excel, and pushing signals into Kinaxis, Anaplan, and SAP IBP. alloy.ai data platform and AI agents launch pages retrieved 2026-07-08. Full
Workflow OrchestrationAgents monitor every SKU at every location around the clock and prepare execution ready responses end to end: detect stockout, calculate optimal order quantity, draft the recovery email, and route for approval. alloy.ai AI agents launch announcement retrieved 2026-07-08. Full
Knowledge Grounding & RAGLens is powered by a customer's unified data within Alloy.ai and applies proprietary commerce and supply chain expertise to perform multi dimensional analysis grounded in that single source of truth. alloy.ai AI agents launch and G2 listing retrieved 2026-07-08. Full
Human Oversight & GuardrailsAgents prepare execution ready actions for immediate human approval (single click), and the Lens UI is embedded within every agent so the human in the loop can iterate and give feedback in real time. alloy.ai homepage and AI agents launch retrieved 2026-07-08. Full
Security, Identity & GovernanceSOC 2 Type II compliance, end to end encryption, isolated cloud instances, and a stated policy of never using customer data to train third party or general AI models with no cross customer leakage. alloy.ai homepage retrieved 2026-07-08. Full
Observability & AuditabilityHundreds of prebuilt CPG dashboards and reports, real time alerts, drill down to SKU or store level, cross retailer scorecards, and a transparent monitoring and recovery layer that surfaces data health. alloy.ai data platform and softwarefinder listing retrieved 2026-07-08. Full
Memory & State PersistenceThe unified data layer and intelligent network graph maintain persistent commerce state and history that agents reason over; a dedicated agent memory construct is not separately documented. alloy.ai data platform retrieved 2026-07-08. Partial
Deployment & Data ResidencyCloud SaaS with isolated per customer cloud instances and hardened infrastructure documented; region or residency choices and self hosting are not. alloy.ai homepage retrieved 2026-07-08. Partial
Prebuilt Agents, Templates & PacksShips named prebuilt agents (Replenishment, Performance Reporting, with Trade Promotion and Forecast Adjustment following), hundreds of prebuilt CPG dashboards, and preconfigured guided workflows. alloy.ai AI agents launch and G2 listing retrieved 2026-07-08. Full
Triggers & Channel CoverageAgents monitor twenty four seven and fire on demand signals (store level stockouts, forecast inaccuracies, promotion non compliance), and self healing pipelines re fetch on feed failure; real time alerts drive action. alloy.ai homepage and data platform retrieved 2026-07-08. Full
Model Flexibility & RoutingNo customer model selection or routing documented; agents and Lens run on Alloy's own stack. alloy.ai pages retrieved 2026-07-08. Unable to verify
APIs, SDKs & MCP ExtensibilityConnects to data warehouses, BI tools, and planning applications and exposes harmonized data downstream via API and EDI, but a public developer API, SDK, or MCP interface for building on the platform is not documented. alloy.ai data platform retrieved 2026-07-08. Partial
Testing, Debugging & OptimizationAI powered predictive simulations model forward looking supply chain states and prioritize highest financial impact risks, which supports scenario testing; a dedicated agent evaluation harness is not documented. alloy.ai data platform and demand driven supply chain pages retrieved 2026-07-08. Partial
Browser & Computer UseNo browser or computer use capability documented; agents act on integrated data and prepared communications. alloy.ai pages retrieved 2026-07-08. Unable to verify

Recent platform changes

No recent material changes tracked yet.

Pricing

Contact sales

Contact onlyMedium variable cost

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.

Verified 2026-07-08

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