Alloy.ai
Also known as: Alloy Technologies, Alloy, Lens
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
Target customers
Deployment options
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
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 |
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.
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