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Xenoss

LLM Agents & RAG · Automation & Workflow · MLOps & InfrastructureKyiv, UkraineFounded 2017

Xenoss is an AI and data-engineering firm specializing in multi-agent systems, generative AI, and predictive modeling, delivering real-time data architectures and production-ready solutions for AdTech, finance, and healthcare.

4.8
Average rating
17
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
50-100 employees
Typical budget
$100K+
Primary industry
Marketing, Advertising & Creative Services
Provider overview

A clear view of what Xenoss does best.

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

Company profile
LLM Agents & RAG provider for Marketing, Advertising & Creative Services

Xenoss is an AI and data-engineering firm specializing in multi-agent systems, generative AI, and predictive modeling, delivering real-time data architectures and production-ready solutions for AdTech, finance, and healthcare. RankGlobal maps its primary capability to Generative AI Development within LLM Agents & RAG, with supporting relevance to Multi-Agent Systems, Retrieval-Augmented Generation. Its strongest supplied industry signals align with Marketing Technology (MarTech), Advertising Technology (AdTech), FinTech Platforms.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Marketing, Advertising & Creative Services
Engagement profile·$100K+·50-100 employees·Service
Mapped capabilities · 6 categories
Technology

Platforms, methods and technical signals

AI AgentsGenerative AILLM Fine-tuningRAGPredictive Modeling

Tools and platforms named in Xenoss's supplied company profile.

Expertise

Named expertise on file

  • AI Product Prototyping

    Delivering end-to-end engineering services that move beyond prototypes to production-grade AI systems, including model fine-tuning and simulation.

    AI PrototypingModel IntegrationFine-tuning
  • Data Infrastructure & Engineering

    Engineering high-throughput pipelines, feature stores, and real-time data architectures optimized for millisecond-latency workloads.

    Data EngineeringFeature StoresHigh-throughput
  • Multi-agent Hyperautomation

    Utilizing autonomous agents and RAG-based solutions to automate complex knowledge management and enterprise accounting workflows.

    HyperautomationRAGMulti-agent Systems
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Xenoss, 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
100/100
Strong evidence
60th percentile of 933 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

LLM Agents & RAG among 933 published providers

Average rating4.84 · median 4.83
Mapped reviews17 · median 10
Profile completeness100% · median 100%
Taxonomy breadth31 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
LLM Agents & RAG100%
Automation & Workflow96%
MLOps & Infrastructure96%
Predictive Analytics96%

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

Mapped industries
3 industries on the map
3
Marketing, Advertising & Creative Services60%
Financial Services & Insurance20%
Retail, Wholesale & Consumer Goods20%

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

Evidence mix
Mapping grades
Direct48% · 15
Supported23% · 7
Related26% · 8
Adjacent3% · 1

Imported mapping grades across 31 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

Xenoss 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 17 reviews back the commercial profile.

Current positioning: P60 evidence quality · P94 industry breadth
Strongest signals
Evidence-backed strength in LLM Agents & RAG is the profile's clearest signal in the mapped taxonomy.
Best user fit
Marketing, Advertising & Creative Services buyers evaluating LLM Agents & RAG at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
17
Reviews
4.8
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).

Explore capabilities
Mapping grades
Direct
Supported
Related
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.

5 mapped subindustries
Direct
Advertising Technology (AdTech)

Source industry: AdTech & MarTech

88% mapping confidence
Direct · Primary
Marketing Technology (MarTech)

Source industry: AdTech & MarTech

88% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

After two months of evaluating AdTech vendors, we chose Xenoss — an Inc. 5000 AdTech development company that had built DSPs before and understood the domain deeply.

Eli Yanovski, CPO

Our business has grown since we started working with Xenoss by an enormous amount and much of that has to do with the software that they're developing.

Edward Lyon, Head of Product

We were looking for an experienced vendor to develop a performance-based media buying solution from scratch. One of the main reasons why we chose Xenoss was their extensive domain knowledge.

David Philippson, CEO & Co-Founder

We loaded a huge client into the ViVV Labs Platform today—with the incredible support of the Xenoss team.

Brandon Keenan, CMO

Xenoss team helped us build a well-balanced tech organization and deliver the MVP within a very short timeline.

Oli Marlow Thomas, Founder and CIO

Before turning to Xenoss, we had a demand-side platform that was costly and not scalable.

Ben Dzamba, VP of Product

It was a great pleasure working with the Xenoss team. The project was complex and challenging.

Alex Belyansky, Director of Engineering
5
Expertising Strategic Assets

Xenoss is a strategic asset for our competitive edge. Their AI engineering is truly world-class.

CEO
5
Processing AI-Bidding-Engines via Specialized Xenoss AI

Xenoss built an AI bidding engine that processes 1M+ requests per second with sub-10ms latency. Unbelievable.

AdTech Dir

10 mapped reviews · 17 published quotes

Showing 9 of 17, ranked by display order then recency.

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

Ratings aggregate 17 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 Xenoss, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Marketing, Advertising & Creative Services
Typical budget
$100K+
Team size
50-100 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 $100K+ 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 Marketing, Advertising & Creative Services — the strongest industry signal on this profile.

Enquire about Xenoss

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