Aisera Agent Studio

What it does

Writes code

PartlyAgent Studio itself deliberately avoids code; a separate Aisera product line, AI Code Generation, authors code in several languages from a natural-language prompt, so authoring exists on the platform but not in the agent builder.Aisera’s AI Code Generation empowers engineers with multi-language code generation in Python, SQL, JavaScript, and more. Users can create, test, and…aisera.com/products/ai-code-generation ↗

Debugs and fixes

PartlyThe code-generation line claims it identifies and fixes errors using engineering-domain models, but nothing in the vendor's description lands that fix anywhere: there is no repository, branch or commit in the flow.Automatically debug and correct code using GenAI. Using domain-specific LLMs for engineering, Aisera identifies and fixes errors to improve code…aisera.com/products/ai-code-generation ↗

Writes tests

PartlyIt generates test cases, but conversational ones: the documented Test Suite turns historical requests and knowledge-base articles into replayable cases that check agent behaviour, not unit tests for source code.You can generate a test case from a conversation request between a user and a chatbot.docs.aisera.com/aisera-platform/ai-work… ↗

Reviews code

NoThe only sentence Aisera writes about code review is about generating cleaner code so review is easier; nothing anywhere on the site or in the docs describes reading a diff someone else wrote.Streamline the code review process by generating high-quality code that adheres to best practices with Generative AI, resulting in cleaner and more…aisera.com/products/ai-code-generation ↗

Whole-codebase work

PartlyThe granularity the vendor claims is lines and files, not repositories: conversion works on lines of code and codebase support is explanation and summarisation, with no repo-wide migration claim.Aisera can convert lines of code into any language, helping developers work across different systems and languages with ease.aisera.com/products/ai-code-generation ↗

Ships it

NoAgent Studio deploys agents, not code. The code-generation product's own feature list ends at generation, debugging, explanation and notifying developers about build failures, so it never touches a build or an environment.Keep developers up to date with proactive notification of critical events, such as code review requests and build failures.aisera.com/products/ai-code-generation ↗

Done-for-you service

NoThis is software your own administrators operate; the entire pitch is that IT, HR or support admins build the agents themselves rather than commissioning Aisera's people to deliver them.Yes. Agent Composer is purpose-built so IT admins, HR admins, or support managers – can build AI agents without writing code.aisera.com/platform/agent-studio ↗

How much it does unattended

Runs autonomously

YesAgents both orchestrate and execute without a person driving each step, and can be started by an event rather than a request, which is the stronger form of the claim.Enterprise AI agents autonomously orchestrate and execute tasks to streamline enterprise workflows. These agents reduce manual effort by automating…aisera.com/platform/ai-agents ↗

Multi-agent

YesNative orchestration between domain-specific agents is shipped and documented; coordination with third-party agents over A2A is a separate, unreleased capability held in Aisera Unify.Create domain-specific agents and orchestrate between them with universal AI agent orchestration. Federate bot development among multiple providers…aisera.com/platform/ai-agent-orchestrat… ↗

Agent permissions

PartlyThe brake is a node you place, not a policy the platform enforces: a workflow author drops an Ask Approval step where a human must sign off, and anything without that step runs unattended.Use the Ask Approval node to send email for approval through a channel such as Slack, MS Teams, or Webchat.docs.aisera.com/aisera-platform/ai-auto… ↗

Which models it runs on

GPT

YesOpenAI is named as a selectable foundation model beside Aisera's own, and the Prompts Studio documentation separately shows administrators adding and editing prompts against Azure OpenAI models.Leverage Aisera’s proprietary foundation model or select third-party FMs (like Azure AI, Open AI, Google Vertex AI, Llama 3, AWS Bedrock, and more)…aisera.com/products/llm ↗

Open models

YesOpen-weight models are explicitly in scope and the routing layer picks between open and closed models on cost and latency; Llama 3 is named among the selectable third-party foundation models.Automatically choose the appropriate open or closed source foundational models that minimize latency and cost while maximizing answer accuracy.aisera.com/platform/ai-agent-orchestrat… ↗

Model choice

YesYou choose, and the LLM Gateway is the mechanism: it routes queries across Aisera's own, third-party and customer-proprietary models rather than pinning agents to one vendor's stack.Optimize AI performance and cost with Aisera’s LLM Gateway – intelligently route queries and manage any LLM securely, including Aisera, third-party,…aisera.com/comparisons/aisera-vs-movewo… ↗

Not established: Claude

Where you use it

In your editor

NoRuled out by the vendor in its own hero copy: the whole positioning of Agent Composer is that agent building has left the IDE for a conversational canvas.Code- and flow-based agent builders are a thing of the past. The new era of agent building is here – conversational, and lightning-fast. No IDEs, no…aisera.com/platform/agent-studio ↗

On the command line

PartlyA terminal surface exists but not for agent building: the documented CLI belongs to the LLM Gateway developer tooling and covers managing applications, deploying models and monitoring usage.Command-Line Interface (CLI): Offers a set of command-line tools for managing applications, deploying models, and monitoring usage.docs.aisera.com/aisera-platform/llm-ope… ↗

In your pipeline

NoThe closest the vendor gets to CI is telling a developer that a build broke. No pull-request action, no pipeline step, and no repository integration appears on the site or in the docs.Keep developers up to date with proactive notification of critical events, such as code review requests and build failures.aisera.com/products/ai-code-generation ↗

In a browser

YesHosted web is the primary and effectively only building surface: a browser canvas inside a per-customer Aisera tenant, reached through the Admin UI after login.Agent Composer is Aisera’s no-code/low-code canvas used to design, configure, and orchestrate enterprise AI agents that can take actions across…aisera.com/platform/agent-studio ↗

Whose machine it runs on

Self-hosted

YesUnusually for this category, on-premises is offered outright, alongside customer VPCs and hybrid clouds on all three major providers, as part of the TRAPS governance framework.Aisera provides seamless deployment options across major cloud providers (AWS, Azure, GCP), VPCs, hybrid clouds, and on-prem environments. Our…aisera.com/traps ↗

Open source

NoThe only source Aisera offers is the code its own builder generates for your agent, exposed inside the product for tuning. No repository, licence or distribution of the platform itself exists.Access the underlying auto-generated code of any agent code for deeper customization, allowing developers and admins to fine-tune every detail to…aisera.com/platform/agent-studio ↗

What it costs to run

Free tier

NoEvery entry path is a sales conversation - demo, contact or RFP form - and no free plan, self-serve signup or time-limited trial is offered anywhere on the site.We would love to hear from you on how Aisera can be the vendor of choice for your AI and automation journey, and send a quote tailored to your…aisera.com/rfp ↗

API access

YesFour documented API families let external systems drive agents: conversation and workflow APIs with a WebSocket, ingestion APIs, an ingestion-monitoring API and Event Studio triggers.You can utilize Conversation & Workflows APIs to build custom conversational interfaces, while Ingestion APIs enable seamless data transfer and…docs.aisera.com/apis/apis.md ↗

MCP server

NoMCP and A2A are advertised on the Agent Studio page, but they live in Aisera Unify, which the vendor's own FAQ says is not yet available, and MCP appears in none of the 486 documentation pages.Aisera Unify will be available later. In late fall, we will share more details on the exact timeline.aisera.com/platform/unify ↗

Bring your own key

PartlyYour own cloud and your own model are both offered - AWS, Azure, GCP, VPC, hybrid or on-premises deployment, with proprietary models routed through the gateway - but supplying your own provider API keys is documented nowhere.Aisera provides seamless deployment options across major cloud providers (AWS, Azure, GCP), VPCs, hybrid clouds, and on-premises environments,…aisera.com/comparisons/aisera-vs-movewo… ↗

Not established: How it meters

Buying it for a team

A company can buy it

YesOrganisation purchase is the only route: the vendor runs a Request for Proposal form and quotes per customer, with F1000 enterprises as the named audience.Reach out to our AI and automation experts by using the Request for Proposal (RFP) form below.aisera.com/rfp ↗

Admin controls

YesRole-based access control is granular down to individual objects: privilege levels of Write, Read, Restricted or None per feature, with Restricted unlocking per-entity grants on workflows, integrations and channels.It offers comprehensive tools for creating, managing, and restricting team members using a Role Based Access Control System (RBAC). This ensures that…docs.aisera.com/aisera-platform/tenant-… ↗

Audit log

YesA tenant-wide Audit Trail records system events, ingestion, processing and user-initiated actions with the initiator attached, and the logs can be pushed to an external audit system.The Aisera Platform tracks all operations performed within your tenant. You can view these logs by selecting Audit Trail in the left navigation pane…docs.aisera.com/aisera-platform/tenant-… ↗

Single sign-on

YesSAML SSO into the Admin UI works with any IdP supplying a login URL, logout URL and X509 certificate, with Entra ID and Okta walkthroughs; OIDC is documented only for the end-user Webchat channel, not admin login.This guide details the steps required to configure Security Assertion Markup Language(SAML) Single Sign-On (SSO) for accessing the Aisera Admin UI.docs.aisera.com/aisera-platform/tenant-… ↗

Not established: Seat model, Pooled budget

What happens to your code

Opt out of training

YesStronger than an opt-out: the vendor commits by default to not retaining customer data and not training other models on it, so there is no toggle to find and no cross-tenant training to disable.With Aisera, your data remains yours. Aisera does not retain your data and does not use your organization’s data to train other models.aisera.com/traps ↗

Data residency

PartlyThe hosted default is the United States under the EU-US, UK and Swiss-US Data Privacy Framework, with no published region menu; choosing a jurisdiction means taking the VPC, hybrid or on-premises deployment instead.Your Personal Data may be collected, transferred to and stored by us in the United States and by our affiliates and third parties that are based in…aisera.com/privacy-policy ↗

Getting out

PartlyPiecemeal export is documented - audit logs to a third-party system, workflow export and import, request transcript exports - but there is no bulk tenant export, and no credit model exists to expire.The Aisera platform allows exporting log information from the Audit Trail to third-party applications. Set up an event trigger and use a workflow to…docs.aisera.com/aisera-platform/tenant-… ↗

Certifications

YesCertified rather than merely aligned on the two that matter here, ISO 27001 and CSA STAR Level 1, with SOC 2, GDPR, HIPAA with BAA and CCPA claimed as compliance; certificates are not published on the Aisera site.Aisera is ISO/IEC 27001 and CSA Star Level 1 certified, and is also SOC 2, GDPR, HIPAA/BAA, and CCPA compliant. PII is anonymized to increase the…aisera.com/traps ↗