Agentic Index
Altilia vs Dataiku (2026)
Both are enterprise platforms with governed agent building, and the difference is what the platform was originally for.
Dataiku is a full data science and machine learning platform that added an agentic layer, so agents arrive alongside pipelines, notebooks and models your data team already runs, with a free community edition to start. Altilia is agent native, grounded in a Knowledge Graph and RAG, quoted through sales. Buy Dataiku if agents are one more workload on your data platform; buy Altilia if agents are the workload.
Choose Altilia if
- Agents are the project, not an extension of an existing data science practice.
- Knowledge Graph grounding is the architecture you want under the agent.
- You do not need the machine learning half of a platform and would rather not pay for it.
Choose Dataiku if
- Your data team already works in a platform and agents should live where the data and models already are.
- Documented testing and evaluation coverage is stronger, which matters when agents touch production data.
- The free community edition lets you prove the pattern before any procurement conversation starts.
| At a glance | Altilia | Dataiku |
|---|---|---|
| Category | Agent builder | Multi-agent platform |
| Entry price | Contact sales | Free community edition; paid enterprise editions priced by users and capabilities through sales |
| Free / trial | No public free tier or self serve trial. | Free community edition available; enterprise editions and trials through sales |
| Pricing confidence | contact only | public partial |
| Feature | A Altilia |
D Dataiku |
|---|---|---|
| Action & orchestration | ||
|
Integrations & Tool Calling Ability to connect agents to real systems through native integrations, OAuth-authenticated actions, custom tools, APIs, webhooks, or MCP-compatible tools. |
Full / Explicit | Full / Explicit |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Full / Explicit | Full / Explicit |
|
Triggers & Channel Coverage How agents wake up and where they work: schedules, webhooks, message events, CRM events, inbox events, chat, email, voice, and collaboration tools. |
Partial | Partial |
| Knowledge & context | ||
|
Knowledge Grounding & RAG Ability to ground agent behavior in company data through document ingestion, retrieval, external knowledge APIs, semantic search, or RAG layers. |
Full / Explicit | Full / Explicit |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
Partial | Partial |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Full / Explicit | Full / Explicit |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | Full / Explicit |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | Full / Explicit |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | Full / Explicit |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Full / Explicit | Full / Explicit |
| Platform extensibility | ||
|
Model Flexibility & Routing Ability to work across multiple foundation models, route tasks to different models, or let buyers bring their own providers and keys. |
Full / Explicit | Full / Explicit |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Full / Explicit | Full / Explicit |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Partial | Full / Explicit |
| Specialist automation | ||
|
Browser & Computer Use Browser, desktop, or remote/local computer control for workflows that cannot be handled through stable APIs alone. |
No / Not documented | No / Not documented |
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | A Altilia |
D Dataiku |
|---|---|---|
|
Entry price Lowest public entry point |
Contact sales | Free community edition; paid enterprise editions priced by users and capabilities through sales |
|
Pricing confidence How public the numbers are |
Contact only | Public — partial |
|
Billing Primary billing axis |
Enterprise license for the platform and agents; specifics undisclosed. | users and platform capabilities |
|
Variable cost Workload / overage exposure |
Medium variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
No free tier
|
Free tierTrial
|
|
Buying motion Self-serve vs sales call |
Sales call | Sales call |