Best Agentic AI Development Services

Azumo vs Leanware: full comparison for 2026

Quick verdict

Azumo (4.0/5) edges ahead of Leanware (3.6/5) overall. Azumo is the better choice for US companies, nearshore pricing, LangGraph/CrewAI/AutoGen expertise. Leanware is the stronger option for budget-conscious US buyers, Latin American nearshore option. The right choice depends on your project size, budget, and required tech stack.

Azumo vs Leanware: head-to-head summary

Criterion Azumo Leanware
Founded 2016 2019
HQ San Francisco, CA, USA Bogotá, Colombia
Team size 51–200 11–50
Rating 4.0 / 5 3.6 / 5
Primary differentiator Explicit, named production experience with LangGraph, CrewAI, and Microsoft AutoGen for autonomous multi-agent orchestration A Bogotá-based nearshore engineering team offering agentic AI development at a lower cost point for US buyers than domestic or Eastern European vendors
Pricing model Dedicated team, staff augmentation Fixed project, staff augmentation
Min. engagement $20K (per company website; independently unverifiable) Not published
Primary tech stack Python, LangGraph, CrewAI Python, LangChain, AWS
Industries served Technology & SaaS, Retail & E-commerce, Financial Services, Healthcare Technology & SaaS, Retail & E-commerce

Azumo vs Leanware: overview

Azumo

Azumo is a nearshore software development firm founded in 2016 and headquartered in San Francisco, with roughly 110 employees spread across South America, North America, and Asia. It explicitly builds production-grade agentic systems using LangGraph, CrewAI, and Microsoft AutoGen, coordinating multiple models and tools to complete multi-step business processes autonomously — a level of framework specificity procurement and technical teams can verify directly. Its nearshore staffing model trades some of the premium of onshore-only teams for time-zone-aligned delivery.

Leanware

Leanware is a software development company founded in 2019 and headquartered in Bogotá, Colombia, with a compact team of 11–50 employees. It builds custom software with a growing agentic AI development practice, offering a Latin American nearshore option for US buyers wanting agentic capability at a lower cost point than domestic or Eastern European vendors. Its small size and relatively recent founding mean it has a shorter track record than most other firms on this list, so recent references should be weighted heavily.

Services and capabilities: Azumo vs Leanware

Capability Azumo Leanware
Multi-agent orchestration
RAG / knowledge integration
Workflow & systems integration
Coding agents
Monitoring & anomaly detection
Customer-facing agents

Tech stack comparison: Azumo vs Leanware

Framework / platform Azumo Leanware
LangChain N/A
LangGraph N/A
AutoGen N/A
LlamaIndex N/A N/A
OpenAI N/A N/A
Anthropic Claude N/A N/A
Pinecone N/A N/A
AWS
Azure N/A N/A
Kubernetes N/A N/A

Pricing comparison: Azumo vs Leanware

Criterion Azumo Leanware
Minimum engagement $20K (per company website; independently unverifiable) Not published
Engagement models Dedicated team, Staff augmentation Fixed project, Staff augmentation
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Mid-market

Target audience comparison: Azumo vs Leanware

Dimension Azumo Leanware
Best company size Startup to mid-market Startup to mid-market
Best industries Technology & SaaS, Retail & E-commerce, Financial Services Technology & SaaS, Retail & E-commerce
Best use cases Building autonomous multi-agent systems that coordinate across CrewAI or AutoGen agents, Extending an internal engineering team with nearshore agentic AI capacity Budget-conscious US buyers wanting nearshore agentic AI development at Latin American rates, Small, well-scoped agentic automation projects for startups
Typical project type Dedicated team Fixed project

Azumo vs Leanware: pros and cons

Azumo
+ Named, current expertise across three major multi-agent orchestration frameworks
+ Nearshore staffing (South/North America) keeps time zones aligned with US clients
+ ~110-person team stays small enough for direct engineering access without large-firm layers
+ Founded 2016 with a decade of nearshore delivery track record
- Smaller team than the larger engineering firms limits very large concurrent programs
- Public enterprise-scale compliance certifications are less documented than at bigger competitors
- Delivery model depends on continued nearshore talent availability across multiple countries
Leanware
+ Latin American nearshore location keeps time zones aligned with US buyers at a lower cost point
+ Compact 11–50 person team keeps senior engineers hands-on across projects
+ Growing agentic AI practice layered onto a custom software development foundation
+ Newer firm built with current-generation AI tooling in mind from the start
- Founded in 2019, giving it the shortest operating history among the boutiques on this list
- Small team caps capacity for large or highly parallel programs
- Fewer public case studies and named enterprise references than longer-established competitors

Who should choose Azumo?

A typical fit: building autonomous multi-agent systems that coordinate across CrewAI or AutoGen agents.

Explicit, named production experience with LangGraph, CrewAI, and Microsoft AutoGen for autonomous multi-agent orchestration. Minimum engagement starts at $20K (per company website; independently unverifiable). Works best with clients in Technology & SaaS, Retail & E-commerce, Financial Services, Healthcare.

Who should choose Leanware?

A typical fit: budget-conscious US buyers wanting nearshore agentic AI development at Latin American rates.

A Bogotá-based nearshore engineering team offering agentic AI development at a lower cost point for US buyers than domestic or Eastern European vendors. Minimum engagement starts at Not published. Works best with clients in Technology & SaaS, Retail & E-commerce.

Decision matrix: Azumo vs Leanware

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Leanware
You need a large dedicated team for an ongoing programme Azumo
Your budget is at the lower end Compare: Azumo ($20K (per company website; independently unverifiable)) vs Leanware (Not published)
You need specialist depth in a specific vertical Azumo
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Both may offer discovery engagements

Use case fit: Azumo vs Leanware

Use case Azumo fit Leanware fit Winner
Building autonomous multi-agent systems that coordinate across CrewAI or AutoGen agents Strong Limited Azumo
Extending an internal engineering team with nearshore agentic AI capacity Strong Strong Both equally
Budget-conscious US buyers wanting nearshore agentic AI development at Latin American rates Limited Strong Leanware
Small, well-scoped agentic automation projects for startups Limited Strong Leanware
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Strong Leanware

Verdict: Azumo vs Leanware

Azumo (4.0/5) is the stronger overall choice for most Agentic AI Development projects. Explicit, named production experience with LangGraph, CrewAI, and Microsoft AutoGen for autonomous multi-agent orchestration.

Leanware (3.6/5) is worth a look if you need Small, well-scoped agentic automation projects for startups. If your situation matches that, Leanware is a competitive option.

Related comparisons

Azumo vs Leanware FAQ

Is Azumo better than Leanware?

Azumo (4.0/5) scores higher overall, but "better" depends on your use case. Azumo's strongest advantage: Named, current expertise across three major multi-agent orchestration frameworks. Leanware's strongest advantage: latin American nearshore location keeps time zones aligned with US buyers at a lower cost point.

How do Azumo and Leanware differ in pricing?

Azumo uses dedicated team, staff augmentation pricing with a minimum engagement of $20K (per company website; independently unverifiable). Leanware uses fixed project, staff augmentation pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Azumo or Leanware?

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

What are the main differences between Azumo and Leanware?

Azumo's primary differentiator is: Explicit, named production experience with LangGraph, CrewAI, and Microsoft AutoGen for autonomous multi-agent orchestration. Leanware's primary differentiator is: a Bogotá-based nearshore engineering team offering agentic AI development at a lower cost point for US buyers than domestic or Eastern European vendors. They also differ in team size (51–200 vs 11–50), minimum engagement ($20K (per company website; independently unverifiable) vs Not published), and primary industries served (Technology & SaaS, Retail & E-commerce vs Technology & SaaS, Retail & E-commerce).