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Cheesecake Labs

LLM Agents & RAG · Conversational AI · Predictive AnalyticsFlorianopolis, BrazilFounded 2013

Cheesecake Labs is a design and software development company that builds digital products for startups and Fortune 500s, specializing in iOS, web applications, and AI integration with a nearshore model.

5.0
Average rating
16
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
LLM Agents & RAG
Team size
50-100 employees
Typical budget
$50K - $150K
Primary industry
Energy & Utilities
Provider overview

A clear view of what Cheesecake 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 Energy & Utilities

Cheesecake Labs is a design and software development company that builds digital products for startups and Fortune 500s, specializing in iOS, web applications, and AI integration with a nearshore model. RankGlobal maps its primary capability to Vector Databases within LLM Agents & RAG, with supporting relevance to AI Agents, Conversational AI. Its strongest supplied industry signals align with Energy Trading & Services, Blockchain & Web3 Technology, FinTech Platforms.

See how this profile was mapped →
Primary AI category
LLM Agents & RAG
Strongest industry signal
Energy & Utilities
Engagement profile·$50K - $150K·50-100 employees·Service
Mapped capabilities · 3 categories
Technology

Platforms, methods and technical signals

PythonReactOpenAIPineconeWeaviate

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

Expertise

Named expertise on file

  • Stellar Integration Partner

    serving as the go-to partner for building asset tokenization, CBDC, and cross-border settlement solutions.

    BlockchainStellarWeb3
  • AI Strategy & Development

    Transforming conceptual business challenges into scalable AI solutions with measurable outcomes.

    AI StrategyMLData Science
  • IoT App Development

    Engineering connected device ecosystems for smart homes, energy grids, and industrial monitoring.

    IoTConnectivitySmart Hardware
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of Cheesecake 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
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 rating4.95 · median 4.83
Mapped reviews16 · 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%
Conversational AI76%
Predictive Analytics76%

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

Mapped industries
4 industries on the map
4
Technology, Software & Digital Infrastructure29%
Energy & Utilities29%
Healthcare & Life Sciences29%
Financial Services & Insurance14%

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

Evidence mix
Mapping grades
Direct21% · 4
Supported53% · 10
Related11% · 2
Adjacent16% · 3

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

RankGlobal analyst interpretation

What the mapped signals say

Cheesecake 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 16 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
Energy & Utilities buyers evaluating LLM Agents & RAG at a $50K - $150K engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
16
Reviews
5.0
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
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.

7 mapped subindustries
Direct
FinTech Platforms

Source industry: Fintech & Blockchain

88% mapping confidence
Direct
Blockchain & Web3 Technology

Source industry: Fintech & Blockchain

88% mapping confidence
Client feedback

What clients say.

Reviews and ratings published for this provider.

We wouldn't be able to operate as efficiently as we do without Cheesecake Labs.

Martin Rufo, VP of Operations

They're very proactive and solutions-oriented. They're always suggesting better ways to implement the architecture.

Justin Hall, Head of Mobile Engineering

We couldn't have solved some of the complex problems to deliver this product without Cheesecake Labs' team.

Mark Heynen, Co-Founder & CPO

They consider what we don't know and our challenges, then anticipate issues and find solutions.

Nan Jiang, VP Business Development, M&A

They're great to work with. The team is very open, and we feel like we're one team instead of working with a different company.

Alicia Smith, Head of Blockchain Innovation

Their collaborative style, communication, and knowledge led us to achieve our goal of having this platform at project end.

Julia Rodrigues, R&D & Innovation Coordinator
5
Integrating Generative AI via Specialized Nearshore AI

The premier nearshore partner. Their ability to integrate Generative AI into our mobile ecosystem in weeks, not months, is why they are a long-term strategic asset.

VP Engineering
5
Scaling Blockchain Wallets via Exceptional Strategic AI

Exceptional engineering and Web3 expertise. They delivered a secure, intuitive blockchain wallet that scales to millions of users effortlessly.

CTO, Fintech
5
Bridging Market Gaps via Specialized Award-Winning AI

They bridge the gap between MVP and market-ready. Their product strategy and UI/UX design are world-class, consistently winning industry awards.

Innovation VP

10 mapped reviews · 16 published quotes

Showing 9 of 16, ranked by display order then recency.

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

Ratings aggregate 16 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 Cheesecake Labs, and the three things worth confirming directly once you're in touch.

Primary category
LLM Agents & RAG
Primary industry
Energy & Utilities
Typical budget
$50K - $150K
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 $50K - $150K 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 Energy & Utilities — the strongest industry signal on this profile.

Enquire about Cheesecake Labs

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