Best AI Integration Services

Grid Dynamics vs Azumo: full comparison for 2026

Quick verdict

Grid Dynamics (4.2/5) edges ahead of Azumo (4.0/5) overall. Grid Dynamics is the better choice for retailers adding agentic commerce features. Azumo is the stronger option for U.S. startups wanting nearshore AI engineers. The right choice depends on your project size, budget, and required tech stack.

Grid Dynamics vs Azumo: head-to-head summary

Criterion Grid Dynamics Azumo
Founded 2006 2016
HQ San Ramon, CA, USA San Francisco, CA, USA
Team size 4,000+ 80+
Rating 4.2 / 5 4.0 / 5
Primary differentiator Packaged agentic platforms (GAIN) sitting on top of custom engineering Latin American engineers working U.S. hours
Pricing model Time & materials and dedicated teams; rates on request Dedicated teams and time & materials; rates on request
Min. engagement Not disclosed Not disclosed
Primary tech stack Databricks, Snowflake, BigQuery Azure OpenAI, AWS Bedrock, LangChain
Industries served Retail & e-commerce, Financial services, Manufacturing, Media SaaS, Media, Healthcare, Financial services

Grid Dynamics vs Azumo: overview

Grid Dynamics

Grid Dynamics is a digital engineering firm founded in 2006 and based in San Ramon, California, with more than 4,000 engineers. AI accounted for 29.3% of its revenue in Q1 2026, according to its SEC filing. The platforms are new: this year it rolled out its GAIN agentic platforms for commerce, risk and compliance, and software delivery, built with Anthropic and OpenAI integrations, and it aims to certify 90% of its engineers on them by the end of October 2026. Its roots are in retail and e-commerce engineering, which is where you'll find most of its case work.

Azumo

Azumo is a nearshore software firm based in San Francisco, founded in 2016, with engineers across Latin America. Built In lists 79 employees, while other directories show 201–500, so its size is unclear. The company works on AI, data engineering, cloud, and mobile, and cites more than 350 delivered projects (per G2 profile; independently unverifiable). U.S. companies that want daily overlap with an outside team at nearshore rates are its main buyers.

Services and capabilities: Grid Dynamics vs Azumo

Capability Grid Dynamics Azumo
CRM / ERP integration ✗ ✗
LLM API gateway & cost control ✓ ✓
Document processing ✗ ✗
Conversational AI ✗ ✓
Agentic workflows ✓ ✗
Fixed-price pilot ✗ ✗
Managed services after launch ✗ ✗

Tech stack comparison: Grid Dynamics vs Azumo

Framework / platform Grid Dynamics Azumo
Salesforce N/A N/A
SAP N/A N/A
Microsoft Dynamics 365 N/A N/A
HubSpot N/A N/A
Snowflake ✓ ✓
Databricks ✓ N/A
BigQuery ✓ N/A
Azure OpenAI N/A ✓
AWS Bedrock N/A ✓
Zendesk N/A N/A

Pricing comparison: Grid Dynamics vs Azumo

Criterion Grid Dynamics Azumo
Minimum engagement Not disclosed Not disclosed
Engagement models Time & materials, Dedicated team Dedicated team, Time & materials
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Grid Dynamics vs Azumo

Dimension Grid Dynamics Azumo
Best company size Mid-market to enterprise Startup to mid-market
Best industries Retail & e-commerce, Financial services, Manufacturing SaaS, Media, Healthcare
Best use cases Agentic product search and merchandising for retailers, Compliance-review agents for financial firms Adding a chat assistant to a SaaS product, Extending an in-house team with LLM engineers
Typical project type Time & materials Dedicated team

Grid Dynamics vs Azumo: pros and cons

Grid Dynamics
+ Public-company reporting gives visibility into how much of the business is AI.
+ GAIN platforms shorten agent builds in commerce and compliance.
+ Deep retail search and personalization history.
+ Partnership agreements with both Anthropic and OpenAI.
- Engagements are sized for large engineering programs, not a small pilot
- No fixed-price entry offer
- Platform-led delivery can steer clients toward its own GAIN tooling
Azumo
+ Full time-zone overlap with U.S. clients.
+ Nearshore rates below U.S. onshore firms.
+ Mixes AI work with the app and data engineering around it.
- Team size is reported anywhere from about 80 to 500
- No platform partner tiers to verify
- No fixed-price pilot or managed-service offer published

Who should choose Grid Dynamics?

A typical fit: agentic product search and merchandising for retailers.

Packaged agentic platforms (GAIN) sitting on top of custom engineering. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Financial services, Manufacturing, Media.

Who should choose Azumo?

A typical fit: adding a chat assistant to a SaaS product.

Latin American engineers working U.S. hours. Minimum engagement is not publicly disclosed. Works best with clients in SaaS, Media, Healthcare, Financial services.

Decision matrix: Grid Dynamics vs Azumo

Your situation Recommended choice
You want a priced pilot before committing to a rollout Neither advertises one; ask for a scoped pilot quote
You need someone to run and monitor the system after launch Neither; plan for your own team to run it
Your budget is at the lower end Compare: Grid Dynamics (Not disclosed) vs Azumo (Not disclosed)
The AI has to read and write in your CRM or ERP Check each profile; neither lists CRM or ERP work
You need multi-step agents acting across systems Grid Dynamics
You need a large team for a multi-year program Grid Dynamics

Use case fit: Grid Dynamics vs Azumo

Use case Grid Dynamics fit Azumo fit Winner
Agentic product search and merchandising for retailers Strong Limited Grid Dynamics
Compliance-review agents for financial firms Strong Limited Grid Dynamics
Adding a chat assistant to a SaaS product Limited Strong Azumo
Extending an in-house team with LLM engineers Limited Strong Azumo

Verdict: Grid Dynamics vs Azumo

Grid Dynamics (4.2/5) is the stronger overall choice for most AI Integration Services projects. Packaged agentic platforms (GAIN) sitting on top of custom engineering.

Azumo (4.0/5) is worth a look if you need extending an in-house team with LLM engineers. If your situation matches that, Azumo is a competitive option.

Related comparisons

Grid Dynamics vs Azumo FAQ

Is Grid Dynamics better than Azumo?

Grid Dynamics (4.2/5) scores higher overall, but "better" depends on your use case. Grid Dynamics's strongest advantage: public-company reporting gives visibility into how much of the business is AI. Azumo's strongest advantage: full time-zone overlap with U.S. clients.

How do Grid Dynamics and Azumo differ in pricing?

Grid Dynamics's pricing: time & materials and dedicated teams; rates on request. Azumo's pricing: dedicated teams and time & materials; rates on request. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.

Which is better for enterprise: Grid Dynamics or Azumo?

Grid Dynamics 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 Grid Dynamics and Azumo?

Grid Dynamics's primary differentiator is: packaged agentic platforms (GAIN) sitting on top of custom engineering. Azumo's primary differentiator is: latin American engineers working U.S. hours. They also differ in team size (4,000+ vs 80+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Retail & e-commerce, Financial services vs SaaS, Media).

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