Top AI Integration Companies

Neurons Lab vs Miquido: full comparison for 2026

Quick verdict

Neurons Lab (4.5/5) edges ahead of Miquido (3.9/5) overall. Neurons Lab is the better choice for banks and insurers piloting agentic AI under regulation. Miquido is the stronger option for product teams adding AI to customer-facing apps. The right choice depends on your project size, budget, and required tech stack.

Neurons Lab vs Miquido: head-to-head summary

Criterion Neurons Lab Miquido
Founded 2019 2011
HQ London, UK Kraków, Poland
Team size 51–200 150–250
Rating 4.5 / 5 3.9 / 5
Primary differentiator Financial-services agent work delivered by an AWS Advanced Tier partner that also holds a public-sector designation Product design and mobile engineering applied to AI features in apps
Pricing model Fixed-price discovery and proof of concept, then T&M; rates on request $50–$99/hr (Clutch band); fixed-price and T&M
Min. engagement Not disclosed Not disclosed
Primary tech stack AWS Bedrock, Amazon SageMaker, LangChain Azure OpenAI, Google Vertex AI, Flutter
Industries served Financial services, Insurance, Healthcare, Public sector Financial services, Healthcare, Retail & e-commerce, Entertainment

Neurons Lab vs Miquido: overview

Neurons Lab

Neurons Lab is an AI-first consultancy incorporated in London in October 2019, with a second office in Singapore and a distributed engineering team. It is an AWS Advanced Tier Services Partner with the Generative AI competency and joined the AWS Public Sector Partner programme in September 2024. Recent published work leans toward financial services, including an AI-driven investment product built with a global asset manager. Third-party estimates put direct headcount at roughly 50–200, supplemented by a contractor network.

Miquido

Miquido is a software product studio founded in 2011 in Kraków, Poland. Directory headcount estimates range from about 175 to more than 250 people. Clutch lists a $50–$99 hourly band and an overall rating of 4.9, with reviewers noting occasional difficulty scaling teams quickly. It now describes itself as an AI-native development firm, but most of its portfolio is consumer-facing apps rather than back-office system integration.

Services and capabilities: Neurons Lab vs Miquido

Capability Neurons Lab Miquido
CRM / ERP integration ✗ ✗
LLM API gateway & cost control ✓ ✓
Document processing ✗ ✗
Agentic workflows ✓ ✗
Fixed-price pilot ✓ ✗
Managed services after launch ✗ ✗
PII masking & access control ✓ ✗

Tech stack comparison: Neurons Lab vs Miquido

Framework / platform Neurons Lab Miquido
Salesforce N/A N/A
SAP N/A N/A
Microsoft Dynamics 365 N/A N/A
HubSpot N/A N/A
Snowflake N/A N/A
Databricks N/A N/A
Azure OpenAI N/A ✓
AWS Bedrock ✓ N/A
LangChain ✓ ✓
ServiceNow N/A N/A

Pricing comparison: Neurons Lab vs Miquido

Criterion Neurons Lab Miquido
Minimum engagement Not disclosed Not disclosed
Engagement models Fixed-scope audit or pilot, Time & materials Fixed project, Time & materials
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Neurons Lab vs Miquido

Dimension Neurons Lab Miquido
Best company size Startup to mid-market Startup to mid-market
Best industries Financial services, Insurance, Healthcare Financial services, Healthcare, Retail & e-commerce
Best use cases Research or advisory agents for an asset manager that pull from internal and market data., Customer-service agents for an insurer with audit logging on every action. Adding an AI assistant to a banking or fintech app., Personalized recommendations inside a mobile app.
Typical project type Fixed-scope audit or pilot Fixed project

Neurons Lab vs Miquido: pros and cons

Neurons Lab
+ Regulated-finance experience shows up in how it scopes data access and model risk
+ Fixed-price discovery and proof-of-concept stages limit early spend
+ AWS Advanced Tier and GenAI competency are confirmed through AWS programmes
+ Small senior teams with direct access to founders
- Not yet AWS Premier Tier, and its own job ads have described that as a future goal
- Weaker fit for Azure- or SAP-heavy estates
- A small core team relies on a contractor network for larger programmes
Miquido
+ Strong product design and mobile craft
+ Published Clutch rate band
+ Good fit for consumer-facing AI features
- Little back-office integration work with CRM or ERP
- Reviewers mention resource constraints when scaling up

Who should choose Neurons Lab?

A typical fit: research or advisory agents for an asset manager that pull from internal and market data.

Financial-services agent work delivered by an AWS Advanced Tier partner that also holds a public-sector designation. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Insurance, Healthcare, Public sector.

Who should choose Miquido?

A typical fit: adding an AI assistant to a banking or fintech app.

Product design and mobile engineering applied to AI features in apps. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Entertainment.

Decision matrix: Neurons Lab vs Miquido

Your situation Recommended choice
You want a fixed-price audit or pilot before committing Neurons Lab
AI has to work inside your existing CRM or ERP Neither lists CRM/ERP integration work
Personal data must be masked and answers limited by user permissions Neurons Lab
Your budget is at the lower end Compare: Neurons Lab (Not disclosed) vs Miquido (Not disclosed)
You want the vendor to run the AI service after launch Neither offers managed services; plan in-house operations
You are building multi-step agents across systems Neurons Lab

Use case fit: Neurons Lab vs Miquido

Use case Neurons Lab fit Miquido fit Winner
Research or advisory agents for an asset manager that pull from internal and market data. Strong Limited Neurons Lab
Customer-service agents for an insurer with audit logging on every action. Strong Limited Neurons Lab
Adding an AI assistant to a banking or fintech app. Limited Strong Miquido
Personalized recommendations inside a mobile app. Limited Strong Miquido

Verdict: Neurons Lab vs Miquido

Neurons Lab (4.5/5) is the stronger overall choice for most AI Integration projects. Financial-services agent work delivered by an AWS Advanced Tier partner that also holds a public-sector designation.

Miquido (3.9/5) is worth a look if you need personalized recommendations inside a mobile app. If your situation matches that, Miquido is a competitive option.

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Neurons Lab vs Miquido FAQ

Is Neurons Lab better than Miquido?

Neurons Lab (4.5/5) scores higher overall, but "better" depends on your use case. Neurons Lab's strongest advantage: regulated-finance experience shows up in how it scopes data access and model risk. Miquido's strongest advantage: strong product design and mobile craft.

How do Neurons Lab and Miquido differ in pricing?

Neurons Lab pricing: Fixed-price discovery and proof of concept, then T&M; rates on request. Miquido pricing: $50–$99/hr (Clutch band); fixed-price and T&M. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Neurons Lab or Miquido?

Miquido is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.

What are the main differences between Neurons Lab and Miquido?

Neurons Lab's primary differentiator is: financial-services agent work delivered by an AWS Advanced Tier partner that also holds a public-sector designation. Miquido's primary differentiator is: product design and mobile engineering applied to AI features in apps. They also differ in team size (51–200 vs 150–250), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Insurance vs Financial services, Healthcare).

Verify all details directly with each company before making a decision.