Agentic Index
MakinaRocks vs Nexxa AI (2026)
MakinaRocks and Nexxa AI both automate industrial workflows with agents, and the split is a governed platform versus computer use flexibility: MakinaRocks ships Runway, an enterprise AI OS for the full model lifecycle including air gapped deployment, plus DrawX, an agent that turns engineering drawings into structured assets for estimating and bid decisions, while Nexxa AI's Nitro uses computer use multi agents to run engineering workflows across whatever software the work lives in. That verdict is the Agentic Index coverage score, graded from each vendor's own published materials.
Both are contact sales and early stage; pilot on your actual workflow before committing.
On the Agentic Index self hosted platform ranking, MakinaRocks clears the bar and Nexxa AI does not. MakinaRocks documents both containment capabilities in full; Nexxa AI does not document deployment and data residency in full, nor model flexibility and routing. 165 of the 548 platforms it grades clear it. See the self hosted platform ranking
This comparison is published by Agentic Index, an independent agentic AI vendor research platform. MakinaRocks and Nexxa AI are each graded against the same 14 capability Agentic Index taxonomy, from the vendor's own public materials under the Agentic Index verification standard, alongside 956 researched vendors. No vendor pays for placement and no vendor has reviewed this page. How this evidence is graded
Choose MakinaRocks if
- Engineering drawings are the source material and estimating is the decision.
- Air gapped or on premise deployment inside a closed network is a requirement.
- You want a platform to build and operate your own models on, not only packaged agents.
Choose Nexxa AI if
- Your workflows span legacy engineering software without APIs.
- Computer use flexibility across arbitrary interfaces is the requirement.
- Writing to systems of record from screen workflows is the output you need.
| At a glance | MakinaRocks | Nexxa AI |
|---|---|---|
| Category | Enterprise operations agent | Enterprise operations agent |
| Entry price | Enterprise pricing. Contact sales. | No public price. Quoted per customer. |
| Free / trial | — | 14-day evaluation by invitation, converting to a paid plan |
| Pricing confidence | contact only | contact only |
| Feature | M MakinaRocks |
N Nexxa AI |
|---|---|---|
| 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. |
Partial | Partial |
|
Workflow Orchestration Ability to sequence, branch, retry, route, and combine deterministic workflow nodes with autonomous agent steps. |
Full / Explicit | Partial |
|
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 | No / Not documented |
| 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. |
Partial | Partial |
|
Memory & State Persistence Ability to persist context across a run, conversation, workflow, user, team, or longer-term memory layer. |
No / Not documented | No / Not documented |
| Control & trust | ||
|
Human Oversight & Guardrails Approval steps, consent checkpoints, escalation rules, structured guardrails, policy constraints, and pause/resume controls. |
Partial | No / Not documented |
|
Security, Identity & Governance RBAC, SSO, auditability, encryption, least-privilege tool access, compliance posture, and data handling policy. |
Full / Explicit | No / Not documented |
|
Observability & Auditability Traces, logs, execution histories, metrics, audit events, and debugging detail for production agent behavior. |
Full / Explicit | No / Not documented |
|
Deployment & Data Residency Deployment modes and options, including SaaS, dedicated cloud, VPC, on-prem, hybrid, local runtime, and self-hosting. |
Full / Explicit | No / Not documented |
| Solution readiness | ||
|
Prebuilt Agents, Templates & Packs Ready-made workflows, packaged employees, templates, blueprints, industry solutions, and role-specific agents that reduce time-to-value. |
Partial | No / Not documented |
| 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 | No / Not documented |
|
APIs, SDKs & MCP Extensibility Composability layer: stable APIs, SDKs, MCP tool consumption/serving, custom tools, and integration into internal systems. |
Partial | Partial |
|
Testing, Debugging & Optimization Testing, debugging, scoring, retries, fallbacks, quality gates, and optimization loops for improving agent workflows before and after deployment. |
Full / Explicit | No / Not documented |
| 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 | M MakinaRocks |
N Nexxa AI |
|---|---|---|
|
Entry price Lowest public entry point |
Enterprise pricing. Contact sales. | No public price. Quoted per customer. |
|
Pricing confidence How public the numbers are |
Contact only | Contact only |
|
Billing Primary billing axis |
— | — |
|
Variable cost Workload / overage exposure |
Low variable cost | Low variable cost |
|
Free tier / trial Try before you buy |
No free tier
|
No free tier
|
|
Buying motion Self-serve vs sales call |
— | — |
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