Azilen Technologies vs B12 Consulting: full comparison for 2026
Last updated: August 2026
Quick verdict
Azilen Technologies (3.7/5) edges ahead of B12 Consulting (3.7/5) overall. Azilen Technologies is the better choice for buyers who want one agency contract that can scale from a single-task pilot to a multi-agent expansion.. B12 Consulting is the stronger option for buyers wanting a small, deeply technical Belgian agency founded by physics researchers.. The right choice depends on your project size, budget, and required tech stack.
Azilen Technologies vs B12 Consulting: head-to-head summary
| Criterion | Azilen Technologies | B12 Consulting |
|---|---|---|
| Founded | 2009 | 2012 |
| HQ | Irving, TX, USA | Louvain-la-Neuve, Belgium |
| Team size | 501–1,000 | 11–50 |
| Rating | 3.7 / 5 | 3.7 / 5 |
| Best for | Buyers who want one agency contract that can scale from a single-task pilot to a multi-agent expansion. | Buyers wanting a small, deeply technical Belgian agency founded by physics researchers. |
| Pricing model | Fixed project, dedicated team | Fixed project, staff augmentation |
| Min. engagement | $20K (per company website; independently unverifiable) | Not published |
| Primary tech stack | Python, LangChain, LangGraph | Python, LangChain, AWS |
| Industries served | Healthcare, Retail & E-commerce, Financial Services, Technology & SaaS | Manufacturing, Technology & SaaS |
Azilen Technologies vs B12 Consulting: overview
Azilen Technologies
Azilen Technologies is an enterprise product engineering agency founded in 2009, with dual headquarters reported in Irving, Texas and Ahmedabad, India, and roughly 500–550 employees. It builds production-grade agentic AI systems spanning single-task agents through multi-agent architectures, with a stated focus on integrating those systems into clients' existing business workflows.
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.
Services and capabilities: Azilen Technologies vs B12 Consulting
| Capability | Azilen Technologies | B12 Consulting |
|---|---|---|
| Multi-agent orchestration | ✓ | ✗ |
| RAG / knowledge integration | ✗ | ✗ |
| Workflow & systems integration | ✓ | ✓ |
| Coding agents | ✗ | ✗ |
| Monitoring & anomaly detection | ✗ | ✗ |
| Customer-facing agents | ✗ | ✗ |
Tech stack comparison: Azilen Technologies vs B12 Consulting
| Framework / platform | Azilen Technologies | B12 Consulting |
|---|---|---|
| LangChain | ✓ | ✓ |
| LangGraph | ✓ | 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 |
| Kubernetes | N/A | N/A |
Pricing comparison: Azilen Technologies vs B12 Consulting
| Criterion | Azilen Technologies | B12 Consulting |
|---|---|---|
| Minimum engagement | $20K (per company website; independently unverifiable) | Not published |
| Engagement models | Fixed project, Dedicated team | Fixed project, Staff augmentation |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Mid-market |
Target audience comparison: Azilen Technologies vs B12 Consulting
| Dimension | Azilen Technologies | B12 Consulting |
|---|---|---|
| Best company size | Mid-market to enterprise | Startup to mid-market |
| Best industries | Healthcare, Retail & E-commerce, Financial Services | Manufacturing, Technology & SaaS |
| Best use cases | Buyers wanting a single contract that scales from pilot task automation to a full multi-agent build, Integrating autonomous agents into an existing enterprise workflow without a rebuild | 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 |
| Typical project type | Fixed project | Fixed project |
Azilen Technologies vs B12 Consulting: pros and cons
| Azilen Technologies | |
|---|---|
| + | Product-engineering background (not just staffing) suits buyers procuring a shippable AI product |
| + | Covers both simple single-task agents and complex multi-agent architectures under one contract |
| + | 500+ person team gives meaningful bench depth for larger programs |
| + | 15 years of operating history since 2009 |
| - | Dual-HQ structure (Texas and Ahmedabad) reported inconsistently across sources — confirm contracting entity |
| - | Larger, more process-heavy organization than the boutique agencies on this list |
| - | Public references skew toward product engineering generally rather than agent-specific outcomes |
| 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 |
Who should choose Azilen Technologies?
Azilen Technologies is the right choice for buyers who want one agency contract that can scale from a single-task pilot to a multi-agent expansion..
Covers the full agentic complexity spectrum under one contract, letting buyers scale from pilot to multi-agent expansion with the same agency.. Minimum engagement starts at $20K (per company website; independently unverifiable). Works best with clients in Healthcare, Retail & E-commerce, Financial Services, Technology & SaaS.
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.
Decision matrix: Azilen Technologies vs B12 Consulting
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Azilen Technologies |
| You need a large dedicated team for an ongoing programme | Azilen Technologies |
| Your budget is at the lower end | Compare: Azilen Technologies ($20K (per company website; independently unverifiable)) vs B12 Consulting (Not published) |
| You need specialist depth in a specific vertical | Azilen Technologies |
| 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: Azilen Technologies vs B12 Consulting
| Use case | Azilen Technologies fit | B12 Consulting fit | Winner |
|---|---|---|---|
| Buyers wanting a single contract that scales from pilot task automation to a full multi-agent build | Strong | Strong | Both equally |
| Integrating autonomous agents into an existing enterprise workflow without a rebuild | Strong | Limited | Azilen Technologies |
| 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 | Limited | Strong | B12 Consulting |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Azilen Technologies vs B12 Consulting
Azilen Technologies (3.7/5) is the stronger overall choice for most AI Agent Development projects. Covers the full agentic complexity spectrum under one contract, letting buyers scale from pilot to multi-agent expansion with the same agency.. It is best for buyers who want one agency contract that can scale from a single-task pilot to a multi-agent expansion..
B12 Consulting (3.7/5) is the better choice when buyers wanting a small, deeply technical Belgian agency founded by physics researchers.. If your situation matches those criteria, B12 Consulting is a competitive option.
Related comparisons
Azilen Technologies vs B12 Consulting FAQ
Is Azilen Technologies better than B12 Consulting?
Azilen Technologies (3.7/5) scores higher overall, but "better" depends on your use case. Azilen Technologies is better for buyers who want one agency contract that can scale from a single-task pilot to a multi-agent expansion.. B12 Consulting is better for buyers wanting a small, deeply technical Belgian agency founded by physics researchers..
How do Azilen Technologies and B12 Consulting differ in pricing?
Azilen Technologies uses fixed project, dedicated team pricing with a minimum engagement of $20K (per company website; independently unverifiable). B12 Consulting 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: Azilen Technologies or B12 Consulting?
Azilen Technologies 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 Azilen Technologies and B12 Consulting?
Azilen Technologies's primary differentiator is: covers the full agentic complexity spectrum under one contract, letting buyers scale from pilot to multi-agent expansion with the same agency.. 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.. They also differ in team size (501–1,000 vs 11–50), minimum engagement ($20K (per company website; independently unverifiable) vs Not published), and primary industries served (Healthcare, Retail & E-commerce vs Manufacturing, Technology & SaaS).
Last reviewed: August 2026. Verify all details directly with each agency before making a decision.