B12 Consulting vs Code Brew Labs: full comparison for 2026
Last updated: August 2026
Quick verdict
B12 Consulting (3.7/5) edges ahead of Code Brew Labs (3.6/5) overall. B12 Consulting is the better choice for buyers wanting a small, deeply technical Belgian agency founded by physics researchers.. Code Brew Labs is the stronger option for buyers wanting an agency with a disclosed, countable track record of prior AI agent deployments across multiple sectors.. The right choice depends on your project size, budget, and required tech stack.
B12 Consulting vs Code Brew Labs: head-to-head summary
| Criterion | B12 Consulting | Code Brew Labs |
|---|---|---|
| Founded | 2012 | 2013 |
| HQ | Louvain-la-Neuve, Belgium | Chandigarh, India |
| Team size | 11–50 | 201–500 |
| Rating | 3.7 / 5 | 3.6 / 5 |
| Best for | Buyers wanting a small, deeply technical Belgian agency founded by physics researchers. | Buyers wanting an agency with a disclosed, countable track record of prior AI agent deployments across multiple sectors. |
| Pricing model | Fixed project, staff augmentation | Fixed project, dedicated team |
| Min. engagement | Not published | Not published |
| Primary tech stack | Python, LangChain, AWS | Python, LangChain, AWS |
| Industries served | Manufacturing, Technology & SaaS | Financial Services, Healthcare, Technology & SaaS |
B12 Consulting vs Code Brew Labs: overview
B12 Consulting
B12 Consulting was founded in 2012 by a group of PhDs in Physics sharing a passion for complex problem solving, headquartered in Louvain-la-Neuve, Belgium with an additional Brussels presence, and roughly 35 FTE. It is an agency expert in artificial intelligence, data science, and custom software development, with a technical, research-adjacent culture reflecting its founders' academic backgrounds.
Code Brew Labs
Code Brew Labs is a full-service software and AI agency founded in 2013 and headquartered in Chandigarh, India, with additional offices in Dubai, New York City, and Guadalajara, Mexico, and roughly 368 employees. It builds custom AI agents and chatbots, having deployed 20+ named AI agents across enterprise, fitness, legal, insurance, and human resources sectors, giving it a disclosed deployment count most boutiques on this list don't publish.
Services and capabilities: B12 Consulting vs Code Brew Labs
| Capability | B12 Consulting | Code Brew Labs |
|---|---|---|
| Multi-agent orchestration | ✗ | ✗ |
| RAG / knowledge integration | ✗ | ✗ |
| Workflow & systems integration | ✓ | ✓ |
| Coding agents | ✗ | ✓ |
| Monitoring & anomaly detection | ✗ | ✗ |
| Customer-facing agents | ✗ | ✓ |
Tech stack comparison: B12 Consulting vs Code Brew Labs
| Framework / platform | B12 Consulting | Code Brew Labs |
|---|---|---|
| LangChain | ✓ | ✓ |
| LangGraph | N/A | N/A |
| AutoGen | N/A | 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: B12 Consulting vs Code Brew Labs
| Criterion | B12 Consulting | Code Brew Labs |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Fixed project, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Mid-market | Mid-market |
Target audience comparison: B12 Consulting vs Code Brew Labs
| Dimension | B12 Consulting | Code Brew Labs |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Manufacturing, Technology & SaaS | Financial Services, Healthcare, Technology & SaaS |
| Best use cases | Buyers wanting a small, technically rigorous Belgian agency for a well-scoped project, Complex data-science-adjacent agentic AI problems suited to a research-oriented team | Buyers wanting to check a disclosed, countable prior-deployment track record before committing, Fitness, legal, insurance, or HR sector clients wanting sector-relevant agent experience |
| Typical project type | Fixed project | Fixed project |
B12 Consulting vs Code Brew Labs: pros and cons
| B12 Consulting | |
|---|---|
| + | Founded by PhDs in Physics, giving it an unusually research-adjacent technical culture |
| + | Over a decade of continuous operating history since 2012 |
| + | Brussels presence alongside Louvain-la-Neuve headquarters gives access to EU institutional buyers |
| + | Compact ~35 FTE team keeps senior staff hands-on across every engagement |
| - | Very small team (~35 FTE) caps capacity for large or highly parallel programs |
| - | Minimum engagement figures are not published, requiring direct sales contact for early budgeting |
| - | Fewer named large-enterprise case studies than other agencies on this list |
| Code Brew Labs | |
|---|---|
| + | Disclosed count of 20+ AI agents deployed across multiple named sectors |
| + | Multi-country office footprint (India, UAE, US, Mexico) gives global account-management options |
| + | Over a decade of operating history since 2013 |
| + | Full-service model covers mobile, web, and AI agent development under one agency |
| - | Minimum engagement figures are not published, requiring direct sales contact for early budgeting |
| - | Broader full-service agency origins mean agentic-specific depth should be weighed against narrower specialists |
| - | Reported employee counts vary by source, worth confirming directly |
Who should choose B12 Consulting?
B12 Consulting is the right choice for buyers wanting a small, deeply technical Belgian agency founded by physics researchers..
Founded by PhDs in Physics, giving it a research-adjacent, deeply technical culture uncommon among agencies of its size.. Minimum engagement starts at Not published. Works best with clients in Manufacturing, Technology & SaaS.
Who should choose Code Brew Labs?
Code Brew Labs is the right choice for buyers wanting an agency with a disclosed, countable track record of prior AI agent deployments across multiple sectors..
A disclosed deployment count (20+ AI agents across enterprise, fitness, legal, insurance, HR) most boutique competitors on this list don't publish.. Minimum engagement starts at Not published. Works best with clients in Financial Services, Healthcare, Technology & SaaS.
Decision matrix: B12 Consulting vs Code Brew Labs
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | B12 Consulting |
| You need a large dedicated team for an ongoing programme | Code Brew Labs |
| Your budget is at the lower end | Compare: B12 Consulting (Not published) vs Code Brew Labs (Not published) |
| You need specialist depth in a specific vertical | Code Brew Labs |
| 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: B12 Consulting vs Code Brew Labs
| Use case | B12 Consulting fit | Code Brew Labs fit | Winner |
|---|---|---|---|
| Buyers wanting a small, technically rigorous Belgian agency for a well-scoped project | Strong | Strong | Both equally |
| Complex data-science-adjacent agentic AI problems suited to a research-oriented team | Strong | Limited | B12 Consulting |
| Buyers wanting to check a disclosed, countable prior-deployment track record before committing | Strong | Strong | Both equally |
| Fitness, legal, insurance, or HR sector clients wanting sector-relevant agent experience | Limited | Strong | Code Brew Labs |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: B12 Consulting vs Code Brew Labs
B12 Consulting (3.7/5) is the stronger overall choice for most AI Agent Development projects. Founded by PhDs in Physics, giving it a research-adjacent, deeply technical culture uncommon among agencies of its size.. It is best for buyers wanting a small, deeply technical Belgian agency founded by physics researchers..
Code Brew Labs (3.6/5) is the better choice when buyers wanting an agency with a disclosed, countable track record of prior AI agent deployments across multiple sectors.. If your situation matches those criteria, Code Brew Labs is a competitive option.
Related comparisons
B12 Consulting vs Code Brew Labs FAQ
Is B12 Consulting better than Code Brew Labs?
B12 Consulting (3.7/5) scores higher overall, but "better" depends on your use case. B12 Consulting is better for buyers wanting a small, deeply technical Belgian agency founded by physics researchers.. Code Brew Labs is better for buyers wanting an agency with a disclosed, countable track record of prior AI agent deployments across multiple sectors..
How do B12 Consulting and Code Brew Labs differ in pricing?
B12 Consulting uses fixed project, staff augmentation pricing with a minimum engagement of Not published. Code Brew Labs uses fixed project, dedicated team 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: B12 Consulting or Code Brew Labs?
Code Brew Labs is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.
What are the main differences between B12 Consulting and Code Brew Labs?
B12 Consulting's primary differentiator is: founded by phds in physics, giving it a research-adjacent, deeply technical culture uncommon among agencies of its size.. Code Brew Labs's primary differentiator is: a disclosed deployment count (20+ ai agents across enterprise, fitness, legal, insurance, hr) most boutique competitors on this list don't publish.. They also differ in team size (11–50 vs 201–500), minimum engagement (Not published vs Not published), and primary industries served (Manufacturing, Technology & SaaS vs Financial Services, Healthcare).
Last reviewed: August 2026. Verify all details directly with each agency before making a decision.