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Pourcast Operations

Free plan Web

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Pourcast Operations's own site

What Pourcast Operations is

Pourcast Operations uses a restaurant’s point-of-sale data to guide prep, ordering, labor planning, kitchen analysis, and guest feedback workflows. It creates item-level prep sheets based on forecast demand, grouped by station and marked by confidence. Order guides size purchases to expected demand and the venue’s delivery schedule. Labor plans divide staffing needs by daypart and show labor as a share of sales. Kitchen analysis separates ticket time into waiting before firing and cook time, with views by station, hour, and cook. Server measures include average check, attachment and upsell rates, punctuality, and change over time. Reviews from Google, Yelp, and other sources are gathered in one inbox, with replies drafted for approval. Forecasts use the venue’s own POS sales by day and category, and figures can be opened to inspect the underlying POS rows. Connected POS data is described as private to the venue. The Operations suite is listed in Business and Enterprise plans; Business costs $199/mo. A free plan exists, but Operations is not listed in it.

Who it suits

The product is aimed at floor operators, managers closing out the night, and directors overseeing multiple venues. It suits restaurants seeking POS-based forecasts and operational plans.

What it does well

  • Prep sheets are grouped by station and show confidence.
  • Order guides account for venue delivery schedules.
  • Kitchen views break down ticket time by station and cook.
  • Figures can be opened to inspect underlying POS rows.

What to know first

  • Operations is not listed in the free plan.
  • Business costs $199/mo.
  • Enterprise pricing is not listed.

Limits

The Free plan does not list the Operations suite. The lowest listed plan that includes it is Business at $199/mo; Enterprise pricing is custom.

Plans

PlanBilled and limitsPrice
FreeVenue search & market discovery · AI Analyst — 10/mo · Operations suite not listedFree
Business$199/mo · Operations suite (POS, labor, prep, reviews)$199 a month
PlusVenue search & market discovery · Claim & monitor venues · Review analytics · AI Analyst — 75/mo · Operations suite not listed$29 a month
ProfessionalAdds competitive sets, chain roll-ups, Menu Analyst, historical intelligence, cost & price backdrop · AI Analyst — 300/mo · Operations suite not listed$79 a month
EnterpriseCustom · Operations suite (POS, labor, prep, reviews) · API access, custom models & dedicated successOn request

As pourcast.ai lists them, read 2 Oct 2026. The maker's own page has the final word.

Getting started

  1. Open the Pourcast Operations website.
  2. Claim a venue.
  3. Connect Toast when prompted.
  4. Choose Business at $199/mo or contact Pourcast about Enterprise.

Overview

Pourcast Operations is a restaurant operations suite that uses a venue’s POS data to guide forecasting, prep, ordering, staffing and service. It is best suited to floor operators, managers and directors overseeing one or more venues. The strength is the connection between forecasts and practical workflows; the Business plan starts at $199/mo.

Key features

Item-level prep sheets group forecast demand by station and flag confidence, giving kitchen teams a more focused basis for preparation than a venue-wide estimate. Order guides size purchases to forecast demand and the delivery schedule, a useful link between expected sales and ordering cadence.

Labor plans break demand down by daypart and show labor as a share of sales. This gives managers a way to weigh staffing against the sales outlook, though the plan still needs to be judged against conditions on the floor. Kitchen analytics separate wait-before-fire from cook time, with views by station, hour and cook; that makes it possible to distinguish kitchen bottlenecks from time spent waiting to start a ticket. Server measures include average check, attachment and upsell rates, punctuality and improvement over time.

Sales forecasts cover the venue’s own POS sales by day and category over a 12-day horizon. Pourcast says it backtests and calibrates them to the venue’s books. Figures on Operations surfaces can be opened to inspect the POS rows behind them, a practical advantage when managers want to verify the basis for a decision. The suite also brings reviews from Google, Yelp and other sources into one inbox, with drafted replies awaiting approval rather than automatic posting.

Pourcast says connected POS data stays private to the venue and separate from the public market view, and that data is SSL encrypted and transmitted securely. The Operations page prompts users to connect Toast after claiming a venue.

Pricing

The suite is included in Business and Enterprise, not the lower tiers. Business costs $199 a month, billed $199/mo, and includes the Operations suite for POS, labor, prep and reviews. It is the entry point for venues that need those workflows; the price is harder to justify for teams seeking only discovery or analytics.

Enterprise has custom pricing and adds API access, custom models and dedicated success alongside Operations. It is the fit for organizations that need those enterprise services, but buyers will need a quote to assess the cost.

Free costs nothing and offers venue search and market discovery plus 10 AI Analyst uses per month. Plus costs $29 a month and adds claiming and monitoring venues, review analytics and 75 AI Analyst uses per month. Professional costs $79 a month and adds competitive sets, chain roll-ups, Menu Analyst, historical intelligence, a cost and price backdrop, and 300 AI Analyst uses per month. These tiers may suit discovery and analysis, but none includes Operations; choosing them means giving up its POS-based prep, labor, ordering and review workflows.

Platforms

Pourcast Operations is web-based. The product describes sales, covers or order, inventory and staffing forecasts, as well as multi-location support; the forecast horizon is 12 days.

Who it's for

Floor operators can use the forecasts and station-level prep views to organize daily work; managers closing out the night can review kitchen and server measures; directors monitoring multiple venues can use multi-location support. It is a stronger fit when a restaurant wants its own POS data to inform operations than when it needs only general market discovery.

Pros and cons

  • Pros: Forecasts connect to prep, ordering and labor decisions rather than stopping at sales projections.
  • Pros: POS-row traceability and forecasts calibrated to the venue’s books give managers a way to scrutinize the numbers behind a view.
  • Pros: Kitchen, server and review workflows cover several operational concerns in one suite.
  • Cons: Operations begins at $199/mo, while Free, Plus and Professional do not include the suite.
  • Cons: The horizon is 12 days, so it is geared to near-term planning rather than longer-range forecasts.
  • Cons: The page’s connection prompt names Toast, which may make integration fit a key question for venues using other POS systems.

Alternatives

Restaurant Demand Forecasting Software is a category list for readers who want to compare options across the forecasting market.

OPPI is worth considering if a web-based option with a free plan is the priority. Choose Maya by Inputly instead if you need its broader Android, API, iOS, macOS, web and Windows platform coverage; its listed Gold plans cost $199 a month, with Coaching covering 600 customer interactions per month across all channels. Orkeneo is another paid web option.

Fourth Inventory may suit buyers seeking a paid API and web product who are prepared to request a demo. Fullkitch offers a paid web product with custom pricing and no published tiers; Fullsoon has a paid plan with a personalized quote. PreciTaste Demand Forecasting is a paid alternative on Android and iOS. Inpulse is a paid option with Android, API, iOS and web platforms and published plan descriptions covering purchasing, inventory, supplier management, orders, loss tracking and multiple locations.

Verdict

Pourcast Operations is a strong fit for restaurant teams that want venue-specific forecasts tied directly to prep, ordering, labor and performance workflows. Its POS-row visibility and broad operational scope are compelling; the decisive drawback is that the suite starts at $199/mo, making it a poor choice for teams that need only Pourcast’s lower-tier discovery and analytics.

Verdict

Pourcast Operations brings forecast-driven prep, ordering, labor, kitchen, server, and review workflows together around venue POS data. The free plan does not list the Operations suite, so prospective users should note that it appears in Business and Enterprise plans.

Questions

How much does Pourcast Operations cost?

The Business plan includes Operations for $199/mo. Enterprise includes Operations at a custom price.

Is there a free plan?

Yes. The Free plan costs nothing, but it does not list the Operations suite.

Which platforms does it support?

The listed platform is web.

Which POS integration does the page show?

The Operations page prompts users to connect Toast after claiming a venue.

What does Operations include?

The suite covers POS, labor, prep, and reviews, with forecasts and analytics for restaurant operations.

Facts from Pourcast Operations's own pages

Data privacy
The maker says connected POS data stays private to the venue and is walled off from the public market view. · pourcast.ai, 3 Oct 2026
Forecasting
It forecasts a venue’s own POS sales by day and category and says forecasts are backtested and calibrated to the venue’s books. · pourcast.ai, 3 Oct 2026
Headquarters
Austin, Texas · pourcast.ai, 28 Sept 2026
Integration
The Operations page shows a prompt to connect Toast after claiming a venue. · pourcast.ai, 3 Oct 2026
Kitchen analytics
It splits ticket time into wait-before-fire and cook time, with views by station, hour, and cook. · pourcast.ai, 3 Oct 2026
Labor
It creates a labor plan by daypart based on forecast demand and shows labor as a share of sales. · pourcast.ai, 3 Oct 2026
Ordering
Its order guide sizes orders to forecast demand and fits them to the venue’s delivery schedule. · pourcast.ai, 3 Oct 2026
Plan availability
The pricing page includes the Operations suite in Business and Enterprise plans. · pourcast.ai, 3 Oct 2026
Prep
It builds item-level prep sheets from forecast demand, grouped by station and flagged by confidence. · pourcast.ai, 3 Oct 2026
Purpose
Pourcast Operations turns a restaurant’s private point-of-sale data into decisions about prep, scheduling, kitchen operations, and guest feedback. · pourcast.ai, 3 Oct 2026
Reviews
It brings reviews from Google, Yelp, and other sources into one inbox with drafted replies for approval. · pourcast.ai, 3 Oct 2026
Security
The maker’s site says data is SSL encrypted and all data is transmitted securely. · pourcast.ai, 3 Oct 2026
Server analytics
Server measures include average check, attachment and upsell rates, punctuality, and improvement over time. · pourcast.ai, 3 Oct 2026
Traceability
The page says figures on Operations surfaces can be opened to see the POS rows behind them. · pourcast.ai, 3 Oct 2026
Who it is for
The Operations page describes use by floor operators, managers closing out the night, and directors monitoring multiple venues. · pourcast.ai, 3 Oct 2026

Where Pourcast Operations stands on Freedom251

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