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Amrood Labs

LLM Agents & RAG · Automation & Workflow · MLOps & InfrastructureLondon, UKFounded 2021

Amrood Labs delivers custom software and AI solutions, specializing in RAG, machine learning models, and cloud services to help businesses build scalable, intelligent platforms across retail, finance, and logistics.

5.0
Average rating
14
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
1-10 employees
Typical budget
$25K - $75K
Primary industry
Retail, Wholesale & Consumer Goods
Provider overview

A clear view of what Amrood Labs does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
LLM Agents & RAG provider for Retail, Wholesale & Consumer Goods

Amrood Labs delivers custom software and AI solutions, specializing in RAG, machine learning models, and cloud services to help businesses build scalable, intelligent platforms across retail, finance, and logistics. RankGlobal maps its primary capability to Retrieval-Augmented Generation within LLM Agents & RAG, with supporting relevance to AI Agents, AI Platform Engineering. Its strongest supplied industry signals align with General Retail, FinTech Platforms.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Retail, Wholesale & Consumer Goods
Engagement profile·$25K - $75K·1-10 employees·Service
Mapped capabilities · 5 categories
Technology

Platforms, methods and technical signals

RAGPyTorchTensorFlowCloud NativeKubernetes

Tools and platforms named in Amrood Labs's supplied company profile.

Expertise

Named expertise on file

  • Custom AI Solutions (RAG)

    Delivering AI systems that automate enterprise workflows and enhance analytics using Retrieval-Augmented Generation (RAG) and TensorFlow.

    RAGTensorFlowPython
  • Full-Stack Web & Mobile Dev

    Engineering fast, intuitive iOS and Android apps alongside scalable web platforms built with React, Node, and Flutter.

    Mobile DevFlutterReact
  • Cloud-Native DevOps

    Utilizing AWS, Kubernetes, and Terraform to build secure, auto-scaling infrastructure that ensures high availability for digital products.

    Cloud ServicesK8sTerraform
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Amrood Labs, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
LLM Agents & RAG
Compared with
933 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
97/100
Strong evidence
60th percentile of 933 peers · peer median 100
Profile coverage100
Taxonomy density90
Review signal100
Peer benchmark
How the profile compares

LLM Agents & RAG among 933 published providers

Average rating5.00 · median 4.83
Mapped reviews14 · median 10
Profile completeness100% · median 100%
Taxonomy breadth19 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
LLM Agents & RAG100%
Automation & Workflow76%
MLOps & Infrastructure76%
Natural Language Processing76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
2 industries on the map
2
Financial Services & Insurance50%
Retail, Wholesale & Consumer Goods50%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct11% · 2
Supported89% · 17

Imported mapping grades across 19 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Amrood Labs presents as a strong evidence profile for LLM Agents & RAG. It ranks in the 60th percentile of 933 published providers in LLM Agents & RAG, and 14 reviews back the commercial profile.

Current positioning: P60 evidence quality · P42 industry breadth
Strongest signals
Evidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fit
Retail, Wholesale & Consumer Goods buyers evaluating LLM Agents & RAG at a $25K - $75K engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
14
Reviews
5.0
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Capabilities

Evidence-led AI expertise.

Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).

Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

2 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

Our decade-long partnership with Amrood Labs has been exceptional. They're reliable, responsive, and genuinely invested.

Brad Salvin, General Manager

Amrood Labs has built our entire software solution, including CRM, customer messaging, AI customer updates, parts management.

Thomas Zoebelein, Founder

I enjoyed our collaboration. Asim and Amrood Labs are my partners and friends. We developed a great relation.

Ni Kang, Founder & CEO

Amrood Labs expertise and innovation made a huge impact. They understand complex needs and deliver innovative solutions.

Michael Pusateri, Founder & CEO
5
Unlocking Actionable Insights with Generative AI Expertise

Amlgo Labs transformed our approach to data with their AI-driven solutions. Their expertise in Generative AI and analytics unlocked actionable insights, driving efficiency and smarter decision-making. A trusted partner for data-driven success!

VP, Strategic Partnerships
5
Optimizing Strategies and Boosting ROI via Predictive Analytics

With Amlgo Labs, we harnessed the power of AI and predictive analytics to optimize strategies and boost ROI. Their innovative solutions and focus on data excellence set them apart in the tech landscape.

Head of IT, Manufacturing
5
Cost and Time Savings through Data Modernization Solutions

The team delivered an end-to-end data modernization solution that resulted in 50% cost and time savings. Their ability to translate complex big data into real-time Power BI insights is a game-changer for our daily operations.

Operations Lead, Retail
5
Ensuring AI Accuracy and Compliance through Model Governance

The quality of the AI model governance they provided for our Azure-based environment was outstanding. They ensured our models were not only accurate but also fully compliant with new AI safety standards.

Director of Engineering
5
Streamlining Compliance Reporting and Reducing Errors

We chose them for their culture fit and technical depth. Their work on MAS610 reporting using AI has streamlined our compliance process and reduced errors by 40%.

Innovation Lead, Banking

10 mapped reviews · 14 published quotes

Showing 9 of 14, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 14 reviews at the average shown above.

Transparent profile intelligence

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.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used 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 →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for Amrood Labs, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Retail, Wholesale & Consumer Goods
Typical budget
$25K - $75K
Team size
1-10 employees
  1. 1
    Name the use case

    Say which LLM Agents & RAG problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $25K - $75K band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Retail, Wholesale & Consumer Goods — the strongest industry signal on this profile.

Enquire about Amrood Labs

Three fields. Anything longer belongs on the full contact page, linked below.