Lingaro

Predictive Analytics · Automation & Workflow · Conversational AIWarsaw, Poland

Lingaro works in Predictive Analytics for General Manufacturing, with further work in LLM Agents & RAG and Automation & Workflow.

Average rating: 4.8
Reviews: 4
Profile coverage: 80%
Evidence percentile: P72

Profile updated Oct 27, 2026 · Request a correction

Automation & WorkflowConversational AIEdge AI & IoTLLM Agents & RAGPredictive Analytics5 categories

81Strong evidenceStructured signal · 81/100★ 4.8 · 4 reviews

Primary category: Predictive Analytics
Team size: Not disclosed
Typical budget: Not disclosed
Primary industry: Manufacturing & Industrial

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Overview

What Lingaro does best.

About

Predictive Analytics provider for Manufacturing & Industrial

Its own website shows its strongest capability in Predictive Analytics, alongside Demand Forecasting. The industry it describes most is General Manufacturing.

Service model·Service

Primary AI categoryPredictive Analytics

Benchmarked against 1,394 providers in this category.

Primary industryManufacturing & Industrial

RankGlobal provider intelligence

Evidence report

How Lingaro compares with peers on evidence, reviews and coverage.

Analyst brief · Published

CategoryPredictive Analytics

Compared with1,394 providers

Signals3 signals

Status● Published

Evidence score

81/100

Strong evidence72nd percentile of 1,394 peers · peer median 70

Profile coverage80

Taxonomy density100

Review signal50

Peer benchmarkHow the profile comparesPredictive Analytics among 1,394 published providers

Average rating4.80 · median 4.89

Independent reviews4 · median 0

Profile completeness80% · median 70%

Taxonomy breadth19 · median 24

This profile Peer median

Signal radarMulti-dimensional evidence

This profile (percentile) Peer median

Industries7 industries

7industries

Education & Research14%

Environmental & Sustainability Services14%

Healthcare & Life Sciences14%

Manufacturing & Industrial14%

Professional & Business Services14%

Other29%

Share of mapped industries, not share of work or revenue.

Evidence mixMapping grades

Direct · 19

100%Direct · 19 mappings

Grades across 19 mappings. Not a search ranking.

Analyst summary

What the evidence says

Lingaro presents as a strong evidence profile for Predictive Analytics. It ranks in the 72nd percentile of 1,394 published providers in Predictive Analytics, and 4 reviews back the commercial profile.

Current positioning: P72 evidence quality · P38 industry breadth

Strongest signalsEvidence-backed strength in Predictive Analytics is the profile's clearest signal in the mapped taxonomy.

Best user fitManufacturing & Industrial buyers evaluating Predictive Analytics across engagement sizes.

Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.

How this report is calculated →

Capabilities

AI capabilities.

AI category · 1 / 12

Automation & Workflow

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DirectSupportedRelatedAdjacentOne of 1,839 providers in this category

Compare Automation & Workflow providers →

Technology used

None of the listed technologies is specific to Automation & Workflow.

Mapping source · https://lingarogroup.com/services/marketing-commercial-analytics — “ize placements, and close purchases, with predictive modelling and AI workflow automation. Amazon 360 intelligence solution Optimize campaigns, pricing, and in”

Featured 12 of 12 capabilities, ranked by mapping grade then confidence.

Industry experience · 7 industries · 7 subindustries

Industries served.

7 Core0 Adjacent · discovery only

Manufacturing & IndustrialOther providers in Manufacturing & Industrial →

General ManufacturingDirect · Primary
95%
https://lingarogroup.com/home — “gent & Resilient Supply Chain Demand Planning, Sensing & Forecasting, Manufacturing & Operations Intelligence, Inventory Optimization & Warehouse Automat”

Client feedback

What clients say.

4.84 independent reviews

Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews

Worked with Lingaro? Review them → Every reviewer is verified by RankGlobal.

Methodology

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.

T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.RankGlobal trust center →

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Before you reach outKey facts, and three things to confirm once you're in touch.

Primary category: Predictive Analytics
Primary industry: Manufacturing & Industrial
Typical budget: Not disclosed
Team size: Not disclosed

1Name the use caseSay which Predictive Analytics problem you are evaluating, so the research team can route your message accurately.
2Pressure-test the budget bandNo budget band is on file. Ask what a scope like yours typically lands at.
3Ask for a referenceRequest a client reference in Manufacturing & Industrial — the strongest industry signal on this profile.