Intelligent Operations Platform for Beverage Producers

Xevqorudith AI is an end-to-end operations platform purpose-built for beverage manufacturers. It unifies demand forecasting, production planning, batch management, quality assurance, inventory control, order fulfillment, and regulatory compliance into one intuitive system—giving your team complete visibility and control from ingredient intake to customer dispatch.

State-of-the-art beverage brewing, fermentation vessels and automated operations console
SCADA & Brewhouse Telemetry Sync Active
Beverage Operations Engine

“Every batch tracked from malt to manifold. Every fermentation curve predicted.”

17° 28' 22" N, 78° 32' 40" E45,000+ Hectoliters Monitored Live
Central Operations Command

The Central Intelligence & Operations Dashboard

The Dashboard module serves as the primary operational command center of Xevqorudith AI. It synthesizes real-time performance indicators, active production progress, cellar fermentation health, laboratory release readiness, warehouse inventory levels, and order fulfillment status across your entire facility. It provides operations directors, plant managers, and brewing leads with end-to-end visibility and actionable decision intelligence to optimize plant performance and resolve operational bottlenecks immediately.

Xevqorudith AI beverage operations command center — live production attainment, fermentation tank heatmap, and batch release readiness
Proven Operational Impact & KPIs

Platform feasibility & operating benchmarks

Beverage Industry Benchmark
98%Production Attainment

Production Schedule Adherence

Dynamically aligns ingredient availability, vessel capacity, and brewhouse schedules to achieve near-perfect production adherence and prevent idle downtime.

8.4%Forecast WAPE

Predictive Demand Planning

Analyzes distributor order patterns, seasonality, and depletions to generate accurate brewing requirements, preventing stockouts and excess holding costs.

94%OTIF Fulfillment

Compliant Order Delivery

Directly connects quality-cleared finished goods to customer purchase orders and regulatory transit permits for reliable on-time, in-full distribution.

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Xevqorudith AI connects every aspect of your beverage manufacturing and distribution business.

Mission-Critical Intelligence

Understand exactly what is happening in your plant

The dashboard gives plant managers, head brewers, and operations directors a live, centralized command view. Stop switching between disconnected registers, paper brewing logs, and laboratory spreadsheets.

Cross-Departmental Visibility

Consolidate real-time operational telemetry from brewhouse kettles, fermentation tanks, quality labs, warehouse racks, and dispatch docks into a single actionable view.

Automated Exception & Recommendation Alerts

Intelligent anomaly detection flags production variances, laboratory test holds, and material bottlenecks with prioritized, actionable recommendations.

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with our team
Nestack Food & Beverage Suite

Six specialized engines. Unified beverage operations.

Deploy Xevqorudith AI for complete brewery, winery, and distillery batch execution, or connect specialized sibling platforms across food & beverage distribution, retail, catering, foodservice, and supply chain analytics.

See Xevqorudith AI against your own beverage operations

Pick a time, select the workflows you want demonstrated live, and evaluate our beverage operations console.

Book a live demo
Enterprise Beverage Modules

Explore the core modules of Xevqorudith AI

Xevqorudith AI is built around eight powerful, interconnected modules that manage every stage of your beverage operations—from demand forecasting and brewhouse scheduling to batch telemetry, laboratory release, and excise reporting.

Demand Forecasting

Predictive Demand Forecasting & Replenishment Planning

The Demand Forecasting module uses predictive analytics and historical order data to accurately project customer consumption and distributor reorder cycles. It models seasonal consumption shifts, promotional uplifts, and depletion rates across all beverage SKUs—calculating optimal safety stock levels and generating net production requirements to prevent out-of-stock events while eliminating ingredient waste.

Predictive Demand Forecasting & Replenishment Planning — Xevqorudith AI console
Production Planning

Constraint-Based Production Planning & Capacity Scheduling

The Production Planning module converts approved demand forecasts into realistic, resource-optimized manufacturing schedules. It balances equipment capacity across brewhouses, fermentation tanks, conditioning vessels, and packaging lines while verifying bills of materials for raw ingredients and supplies—identifying material shortages and scheduling conflicts before batch initiation.

Constraint-Based Production Planning & Capacity Scheduling — Xevqorudith AI console
Batch Management

End-to-End Batch Management & Real-Time Process Monitoring

The Batch Management module manages and documents the complete production lifecycle of every beverage batch from raw ingredient intake and recipe execution to final conditioning. It maintains digital electronic batch records, guides operators through standardized procedures, and integrates live tank telemetry to monitor temperature curves, gravity attenuation, and fermentation health in real time.

End-to-End Batch Management & Real-Time Process Monitoring — Xevqorudith AI console
Quality Assurance

Automated Quality Assurance & Specification Release Gates

The Quality Assurance module establishes comprehensive quality control checkpoints and automated release gates across every production run. It captures and verifies laboratory test results—including alcohol by volume (ABV), pH levels, purity, and sensory parameters—against approved master specifications, enforcing mandatory hold protocols when deviations occur and ensuring only compliant batches are cleared for distribution.

Automated Quality Assurance & Specification Release Gates — Xevqorudith AI console
Inventory Control

Granular Inventory Control & Complete Lot Genealogy

The Inventory Control module provides real-time visibility and management across all inventory tiers—including raw grains, hops, liquid in tanks, packaging supplies, and finished goods. It enforces strict availability states, ensuring only quality-released stock is allocated to customer orders, while maintaining complete forward and backward lot traceability to support swift physical counts and seamless audit compliance.

Granular Inventory Control & Complete Lot Genealogy — Xevqorudith AI console
Order Fulfillment

Streamlined Order Fulfillment & Compliant Dispatch Management

The Order Fulfillment module automates the entire order-to-dispatch workflow for distributor and wholesale accounts. It matches incoming customer orders against available released inventory, orchestrates warehouse picking and pallet staging, verifies licensing and transit permits, and generates accurate shipping manifests and bills of lading to ensure reliable on-time in-full delivery performance.

Streamlined Order Fulfillment & Compliant Dispatch Management — Xevqorudith AI console
Regulatory Compliance

Automated Regulatory Compliance & Excise Reconciliation

The Regulatory Compliance module streamlines adherence to beverage industry mandates and statutory tax requirements, including FDA 21 CFR Part 11, TTB operational reporting, and state excise duty documentation. It maintains tamper-evident audit trails, automates volumetric mass-balance reconciliation across production and shipments, and compiles inspection-ready filings that eliminate manual reporting errors.

Automated Regulatory Compliance & Excise Reconciliation — Xevqorudith AI console
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Food & Beverage Operating Architecture

Beverage manufacturing intelligenceturned into predictable executionfrom ingredient to dispatch

The Xevqorudith predictive beverage operations workflow in action
Beverage demand forecasting and inventory requirement planning

Forecast Demand & Determine Production Requirements

01

Consolidate distributor purchase orders, historical sales trends, and seasonal depletions into approved net production requirements. Xevqorudith AI calculates safety stock buffers, models demand scenarios, and exports production requirements directly into plant scheduling.

Constraint-aware tank scheduling and material readiness

Plan Capacity & Schedule Brewhouse Operations

02

Convert production requirements into feasible manufacturing schedules, optimizing fermentation vessels, conditioning tanks, and packaging lines. Proactive material checks verify ingredient bills of materials to prevent shortages before brew day.

Real-time fermentation monitoring and anomaly detection

Execute Batches with Live Process Telemetry

03

Operators log recipe execution into digital batch records while sensors continuously stream vessel temperatures, gravity attenuation, and cellar conditions. Real-time anomaly detection flags deviations before product quality is compromised.

Quality assurance release gates, order fulfillment and excise reconciliation

Enforce Quality Release, Fulfill Orders & Reconcile Compliance

04

Verify laboratory test parameters (ABV, pH, purity) against approved specifications to release conforming lots. Released goods are allocated to customer purchase orders for dispatch while production volumes automatically reconcile statutory excise and compliance filings.

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A connected loop from demand to dispatch

An operational workflow built for predictability

Xevqorudith AI removes the friction from daily beverage manufacturing. By connecting brewhouse telemetry, cellar tanks, QA release gates, and distributor orders, it empowers your team to produce consistent liquid while safeguarding margins and compliance.

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with our team
Traditional SaaS vs. Xevqorudith AI

Don’t settle for the AI your software chose.

Most platforms ship one model and you work inside its limits. Xevqorudith AI puts an orchestration layer between the operational artifact and the model, so every step of a beverage operations workflow runs on the intelligence that suits it.

Legacy Spreadsheets & Fragmented ERPs
Built-in
Generic AI

Disconnected spreadsheets, ERP modules, paper tank logs, and siloed lab notebooks. Manual demand calculations, equipment scheduling conflicts, delayed deviation alerts, and manual excise reconciliation.

You work within their limits.

Xevqorudith AI · ROUTED WORKFLOW ENGINE
  • 01

    Model multi-period beverage demand & depletion curves

    Time-series transformer models analyze historical distributor depletions, promotional lifts, and seasonal spikes to predict net production requirements (AI-DF-01/02).

    GCGoogle Cloud
    TimesFM / Vertex AI
  • 02

    Solve constraint-aware brewhouse & tank schedules

    Mixed-integer linear programming optimizes batch sizing, fermentation vessel turnover, CIP cleaning intervals, and packaging line changeovers (AI-PP-01/02).

    ORGurobi / OR-Tools
    Mathematical Optimization Engine
  • 03

    Detect core temperature & attenuation drift in real time

    Deep anomaly models monitor cooling jacket duty cycles, gravity attenuation curves, and yeast activity to prevent stuck fermentations (AI-BM-01/02).

    HFHugging Face
    Time-Series Anomaly Detector
  • 04

    Extract certificates of analysis & laboratory test sheets

    Layout-aware vision models parse PDF lab reports, extracting pH, ABV proof, dissolved oxygen, and microbiological counts directly into batch genealogies (AI-QA-01).

    MMistral
    Mistral OCR / Document AI
  • 05

    Automate out-of-specification gates & hold decisions

    Deterministic business rules compare laboratory test results against approved product master specifications, locking unreleased lots from customer allocation (AI-QA-02/03).

    AIOpenAI
    Structured Outputs / Rule Engine
  • 06

    Parse distributor purchase orders & SKU mappings

    Multimodal extraction maps wholesaler descriptions, pack formats, and requested delivery dates directly to approved inventory lots and available stock (AI-OF-01/02).

    AAnthropic
    Claude 3.7 Sonnet / Vision
  • 07

    Reconcile daily production, removals & bonded inventory

    Specialized accounting agents perform volumetric mass-balance reconciliation across opening inventory, production, losses, and shipments for TTB and state filings (AI-RC-05).

    DSDeepSeek
    DeepSeek R1 / Reasoning API
  • 08

    Verify state transit permits & liquor license validity

    Retrieval-augmented models verify distributor state licenses, consignment transport passes, and label approvals against local statutory requirements before dispatch (AI-RC-02/04).

    CCohere
    Rerank + Command R+
One authoritative beverage operational recordGRAIN-TO-GLASS TRACEABILITY · 99.6% EXTRACTION ACCURACY · INSTANT EXCISE COMPLIANCE

Note:Model and provider names are illustrative of integration patterns; trademarks belong to their respective owners. Routing is configured per tenant and data boundary. Supported and evaluated ecosystem models include OpenAI, Anthropic / Claude, Google / Gemini, Cohere, Mistral, Meta / Llama, xAI, and DeepSeek.

Food & Beverage Regulatory Standards

The Standards Behind Secure Beverage Operations.

Xevqorudith AI supports statutory TTB daily records, FDA electronic signatures, FSMA sanitation logs, batch quality audit trails, and state excise transit passes across brewing, fermentation, cellar inventory, packaging, and distributor delivery—helping beverage manufacturers maintain record security and regulatory compliance.

  • TTB 27 CFR PART 25 / 24 / 19

    Brewery, Winery & Distillery Recordkeeping

    Automates daily operational logs, production volume accounting, proof gallons, bonded transfers, and Form 5130.9 / 5120.17 reporting.

  • FDA 21 CFR PART 11

    Electronic Records & Electronic Signatures

    Enforces immutable audit trails, dual-authorized QA disposition approvals, and electronic batch production verification.

  • FSSAI & STATE EXCISE

    Alcoholic Beverage Safety & Tax Passes

    Supports mandatory ABV tolerances, allergen declarations, consignment transit permits, and state excise duty reconciliation.

  • FSMA 21 CFR PART 117

    Sanitation & Preventive Control Logs

    Standardizes CIP washdown verifications, environmental swab logs, allergen flush confirmations, and critical control point (CCP) records.

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Note:These are standards the platform is built to support inside your workflows — obligations that fall on you as the licensee. They are not certifications held by us, and support in the product is not a substitute for your own counsel or compliance officer.

Hardware & IoT Add-Ons

Add the hardware your workflow needs.

Xevqorudith AI integrates with verified third-party industrial sensors and readers across brewhouses, fermentation cellars, maturation warehouses, and distribution docks. Every device connects through documented APIs, industrial gateways, Modbus RTU, or LoRaWAN streams to directly drive automated batch records and compliance gates.

Cellar TelemetryRTD / LoRaWAN
Fermentation Temperature & Vessel Probe

Fermentation Temperature & Vessel Probe

Battery-powered LoRaWAN and RTD immersion probe streaming tank core temperatures into Batch Management to detect exothermic fermentation spikes and modulate cooling jackets.

Third-Party CompatiblePlug & Play
Gravity & BrixModbus RTU / 4-20mA
Digital Inline Hydrometer & Density Meter

Digital Inline Hydrometer & Density Meter

Sanitary optical and acoustic density spool tracking attenuation curves and Plato/Brix depletion directly into fermentation records without manual cellar sampling.

Third-Party CompatiblePlug & Play
Quality & LabISFET / Analog Output
Sanitary Digital Inline & Benchtop pH Meter

Sanitary Digital Inline & Benchtop pH Meter

High-precision ISFET pH electrode verifying wort acidification and triggering automatic QA hold workflows (e.g. QA-7729) whenever batch deviations occur.

Third-Party CompatiblePlug & Play
Traceability & LotsUHF RFID / IP67 Barcode
Industrial Barcode & Barrel RFID Scanner

Industrial Barcode & Barrel RFID Scanner

Ruggedized IP67 handheld scanner registering malt/hop lot receipts, tracking oak barrel maturation racks, and validating case pallets against distributor purchase orders.

Third-Party CompatiblePlug & Play
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Note:Hardware, installation, and integration are not included in the standard subscription. Additional charges apply based on the hardware selected, integration modules required, and implementation scope.

Certified Beverage & Manufacturing Connectors

Your entire plant & cellar stack, connected.

Connects to your craft or enterprise ERP, SCADA brewhouse automation, laboratory LIMS, and excise reporting portals via secure industrial APIs with zero production downtime.

Ekos Brewery Management
Ekos Brewery Management
VicinityBrew & Distill
VicinityBrew & Distill
OrchestratedBEER (OBeer)
OrchestratedBEER (OBeer)
SAP S/4HANA Beverage
SAP S/4HANA Beverage
Microsoft Dynamics 365
Microsoft Dynamics 365
NetSuite Beverage ERP
NetSuite Beverage ERP
Siemens SIMATIC SCADA
Siemens SIMATIC SCADA
Rockwell FactoryTalk Brew
Rockwell FactoryTalk Brew
Ignition SCADA
Ignition SCADA
Anton Paar DMA Density
Anton Paar DMA Density
Thermo Fisher LIMS
Thermo Fisher LIMS
Sartorius BioPAT Process
Sartorius BioPAT Process
Ekos Brewery Management
Ekos Brewery Management
VicinityBrew & Distill
VicinityBrew & Distill
OrchestratedBEER (OBeer)
OrchestratedBEER (OBeer)
SAP S/4HANA Beverage
SAP S/4HANA Beverage
Microsoft Dynamics 365
Microsoft Dynamics 365
NetSuite Beverage ERP
NetSuite Beverage ERP
Siemens SIMATIC SCADA
Siemens SIMATIC SCADA
Rockwell FactoryTalk Brew
Rockwell FactoryTalk Brew
Ignition SCADA
Ignition SCADA
Anton Paar DMA Density
Anton Paar DMA Density
Thermo Fisher LIMS
Thermo Fisher LIMS
Sartorius BioPAT Process
Sartorius BioPAT Process
TTB Pay.gov Portal
TTB Pay.gov Portal
Sovos ShipCompliant
Sovos ShipCompliant
Encompass Technologies
Encompass Technologies
VIP Beverage Distribution
VIP Beverage Distribution
Kegshoe Asset Tracking
Kegshoe Asset Tracking
Zebra Industrial WMS
Zebra Industrial WMS
Snowflake Operations Data
Snowflake Operations Data
AWS IoT Core Industrial
AWS IoT Core Industrial
Azure IoT Operations
Azure IoT Operations
Microsoft Power BI
Microsoft Power BI
Slack Plant Dispatch
Slack Plant Dispatch
FSSAI Compliance Gateway
FSSAI Compliance Gateway
TTB Pay.gov Portal
TTB Pay.gov Portal
Sovos ShipCompliant
Sovos ShipCompliant
Encompass Technologies
Encompass Technologies
VIP Beverage Distribution
VIP Beverage Distribution
Kegshoe Asset Tracking
Kegshoe Asset Tracking
Zebra Industrial WMS
Zebra Industrial WMS
Snowflake Operations Data
Snowflake Operations Data
AWS IoT Core Industrial
AWS IoT Core Industrial
Azure IoT Operations
Azure IoT Operations
Microsoft Power BI
Microsoft Power BI
Slack Plant Dispatch
Slack Plant Dispatch
FSSAI Compliance Gateway
FSSAI Compliance Gateway

Note:Tool names and marks belong to their respective owners. No endorsement or partnership implied.

Transparent Pricing Folio

One subscription folio for the whole beverage operations platform

No per-barrel excise penalties, no hidden distributor transaction fees, no tier lockouts for laboratory LIMS or SCADA integration. Everything included out of the box.

All-Inclusive Beverage Operations TierFull Facility & Cellar Access
$200/ month

Billed annually or quarterly • 30-day risk-free pilot deployment

8modules
∞plant operators
Allbrewhouses & plants
Included Operational Modules
Dashboard
Demand Forecasting
Production Planning
Batch Management
Quality Assurance
Inventory Control
Order Fulfillment
Regulatory Compliance
Beverage manufacturing and brewery production facility
Active Brewhouse
Guaranteed Implementation

Live in your brewhouses & cellars within 7 days

Our dedicated beverage operations team connects your ERP, builds custom recipe and tank maps, and tests laboratory CoA extraction before full shift rollout.

Note:AI API usage is charged separately. Clients must recharge their AI credit balance based on their usage.

Implementation & Onboarding

What your one-time onboarding fee covers

A one-time setup that stands your Xevqorudith AI workspace up before the first recurring cycle — we load your facilities & cellars, connect your ERP, SCADA, and laboratory systems, and configure all eight modules to how your production, quality, inventory, and compliance teams actually work. Each fee below is a starting point, scoped once we understand your plant count, barrel capacity, and integration ecosystem.

Essential
$1,000+one-time starting fee
  • Kickoff call and rollout plan scoped across brewmasters, cellar supervisors, and warehouse managers
  • Workspace provisioned with your plant register, tank maps, and brewhouse equipment loaded
  • Import of active SKU master data, bills of materials, and recipe versions
  • All eight console modules configured to your beverage manufacturing workflow
  • ERP & inventory connector configured so production attainment and stock allocations read live actuals from day one
  • Roles and permissions set for Plant Managers, Brewmasters, QA Analysts, and Compliance Officers
  • TTB Form 5130.9 / 5120.17 reporting templates aligned to your filing schedule
  • Go-live readiness verification before your first production batch execution
Live in your brewhouses & plants in 7 to 14 days
PlusRecommended
$2,500+one-time starting fee

Everything in Essential, plus:

  • Automated laboratory CoA document extraction model tuned to your lab testing sheets
  • Fermentation temperature and gravity drift anomaly detection profiles calibrated to your yeast strains
  • Constraint-aware tank turnover and brewhouse batch sequencing engine rules
  • Multi-facility cross-plant production allocation and distributor fulfillment rules
  • 30-day parallel shadow run beside legacy production spreadsheets
  • Hands-on staff training workshops for operators, QA inspectors, and warehouse dispatchers
Live in your brewhouses & plants in 7 to 14 days
Enterprise
$5,000+one-time starting fee

Everything in Plus, plus:

  • Dedicated beverage operations architect and priority 24/7 fermentation escalation SLA
  • Direct industrial SCADA / PLC connector integration (Siemens, Rockwell FactoryTalk Brew, Ignition)
  • Enterprise multi-site multi-plant governance with corporate excise consolidation
  • Private tenant VPC or air-gapped on-premise edge deployment for bonded distilleries
  • FDA 21 CFR Part 11 electronic records validation and audit trail package
  • Executive quarterly operational review and custom yield recovery model engineering
Live in your brewhouses & plants in 7 to 14 days
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Deployment

Two ways to run the platform

Same Xevqorudith AI, same subscription — choose where it lives. The only thing that changes is onboarding, scoped to your deployment.

Cloud (SaaS)

Fastest to live

Runs in Xevqorudith AI's managed cloud — provisioned, upgraded and backed up for you, so the whole facility network can be live in days with zero on-premise server maintenance.

Private / self-hosted

Your infrastructure

The same Xevqorudith AI platform deployed inside your own infrastructure — your cloud, industrial VPC or plant edge server — so proprietary recipes, fermentation curves, batch records, and compliance folios never leave your environment. The recurring subscription stays the same; only the onboarding is scoped to your deployment.

Dedicated Food & Beverage Operations Agent Fleet

Your Food & Beverage Operations AI agents, run like production systems.

Telemetry, evaluations, guardrails, human-in-the-loop escalation, and on-call monitoring when a fermentation anomaly or inventory shortage occurs mid-shift.

193failure modes
74SEV-1 failure modes
980+baseline eval cases
24/7Agent Monitoring
Buyer's Guide • Pre-Purchase FAQ

Everything you need to know before you subscribe

Straightforward answers on our transparent pricing, 30-day risk-free pilot, verified cellar ROI, and 24/7 plant support. Engineered specifically for brewery, winery, and distillery operators.

Need a custom plant or ROI calculation?

Our beverage operations engineers can calculate your specific batch payback, verify SCADA/ERP compatibility, and arrange a parallel pilot run.

Schedule Buyer Consultation
Every subscription includes complete access to all 8 operational modules (Demand Forecasting, Production Planning, Batch Tracking, QA Release, Inventory Control, Order Fulfillment, Regulatory Compliance, and Dashboard) with unlimited operator seats and unlimited facility scale. We never charge "barrel taxes," per-tank licensing penalties, or hidden transaction surcharges. The price you see is your all-inclusive flat operational rate.