Kanerika vs B12 Consulting: full comparison for 2026
Last updated: August 2026
Quick verdict
Kanerika (3.9/5) edges ahead of B12 Consulting (3.7/5) overall. Kanerika is the better choice for buyers with an existing or planned data-integration engagement wanting agentic AI added by the same agency.. 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.
Kanerika vs B12 Consulting: head-to-head summary
| Criterion | Kanerika | B12 Consulting |
|---|---|---|
| Founded | 2015 | 2012 |
| HQ | Austin, TX, USA | Louvain-la-Neuve, Belgium |
| Team size | 201–500 | 11–50 |
| Rating | 3.9 / 5 | 3.7 / 5 |
| Best for | Buyers with an existing or planned data-integration engagement wanting agentic AI added by the same agency. | Buyers wanting a small, deeply technical Belgian agency founded by physics researchers. |
| Pricing model | Fixed project, dedicated team | Fixed project, staff augmentation |
| Min. engagement | $25K (per company website; independently unverifiable) | Not published |
| Primary tech stack | Python, LangChain, Databricks | Python, LangChain, AWS |
| Industries served | Manufacturing, Retail & E-commerce, Healthcare, Financial Services | Manufacturing, Technology & SaaS |
Kanerika vs B12 Consulting: overview
Kanerika
Kanerika is an Austin, Texas-headquartered IT consultancy founded in 2015, with 201–500 employees, specializing in data analytics, data integration, and outsourced product development. Its agentic AI offering builds on that existing data and automation practice, positioning autonomous agent work as a natural extension of data pipelines the firm already manages for clients rather than a greenfield specialty.
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: Kanerika vs B12 Consulting
| Capability | Kanerika | B12 Consulting |
|---|---|---|
| Multi-agent orchestration | ✗ | ✗ |
| RAG / knowledge integration | ✗ | ✗ |
| Workflow & systems integration | ✓ | ✓ |
| Coding agents | ✗ | ✗ |
| Monitoring & anomaly detection | ✗ | ✗ |
| Customer-facing agents | ✗ | ✗ |
Tech stack comparison: Kanerika vs B12 Consulting
| Framework / platform | Kanerika | B12 Consulting |
|---|---|---|
| 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 |
| Kubernetes | N/A | N/A |
Pricing comparison: Kanerika vs B12 Consulting
| Criterion | Kanerika | B12 Consulting |
|---|---|---|
| Minimum engagement | $25K (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: Kanerika vs B12 Consulting
| Dimension | Kanerika | B12 Consulting |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Manufacturing, Retail & E-commerce, Healthcare | Manufacturing, Technology & SaaS |
| Best use cases | Building analytical agents that autonomously scan a client's existing data warehouse for insight, Adding agentic AI as an addendum to an existing data-integration engagement | 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 |
Kanerika vs B12 Consulting: pros and cons
| Kanerika | |
|---|---|
| + | Existing data-integration and analytics practice gives agentic work a governed data foundation |
| + | 201–500 headcount gives more bench depth than pure boutique competitors |
| + | Outsourced product development background suits buyers wanting a longer-term extended-team relationship |
| + | Broad enterprise tooling experience (Databricks, Snowflake, Power BI) beyond agentic frameworks alone |
| - | Agentic-framework specialization is less concentrated than at AI-only boutiques on this list |
| - | Employee-count figures vary noticeably by source, worth confirming current headcount directly |
| - | Data-and-analytics-first positioning may mean less experience with agent UX/conversational design specifically |
| 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 Kanerika?
Kanerika is the right choice for buyers with an existing or planned data-integration engagement wanting agentic AI added by the same agency..
Data-integration and analytics heritage means agentic work is built directly on top of governed data pipelines, not bolted on separately.. Minimum engagement starts at $25K (per company website; independently unverifiable). Works best with clients in Manufacturing, Retail & E-commerce, Healthcare, Financial Services.
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: Kanerika vs B12 Consulting
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Kanerika |
| You need a large dedicated team for an ongoing programme | Kanerika |
| Your budget is at the lower end | Compare: Kanerika ($25K (per company website; independently unverifiable)) vs B12 Consulting (Not published) |
| You need specialist depth in a specific vertical | Kanerika |
| 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: Kanerika vs B12 Consulting
| Use case | Kanerika fit | B12 Consulting fit | Winner |
|---|---|---|---|
| Building analytical agents that autonomously scan a client's existing data warehouse for insight | Strong | Limited | Kanerika |
| Adding agentic AI as an addendum to an existing data-integration engagement | Strong | Limited | Kanerika |
| Buyers wanting a small, technically rigorous Belgian agency for a well-scoped project | Limited | Strong | B12 Consulting |
| 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: Kanerika vs B12 Consulting
Kanerika (3.9/5) is the stronger overall choice for most AI Agent Development projects. Data-integration and analytics heritage means agentic work is built directly on top of governed data pipelines, not bolted on separately.. It is best for buyers with an existing or planned data-integration engagement wanting agentic AI added by the same agency..
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
Kanerika vs B12 Consulting FAQ
Is Kanerika better than B12 Consulting?
Kanerika (3.9/5) scores higher overall, but "better" depends on your use case. Kanerika is better for buyers with an existing or planned data-integration engagement wanting agentic AI added by the same agency.. B12 Consulting is better for buyers wanting a small, deeply technical Belgian agency founded by physics researchers..
How do Kanerika and B12 Consulting differ in pricing?
Kanerika uses fixed project, dedicated team pricing with a minimum engagement of $25K (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: Kanerika or B12 Consulting?
Kanerika 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 Kanerika and B12 Consulting?
Kanerika's primary differentiator is: data-integration and analytics heritage means agentic work is built directly on top of governed data pipelines, not bolted on separately.. 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 (201–500 vs 11–50), minimum engagement ($25K (per company website; independently unverifiable) vs Not published), and primary industries served (Manufacturing, Retail & E-commerce vs Manufacturing, Technology & SaaS).
Last reviewed: August 2026. Verify all details directly with each agency before making a decision.