For mid-market to enterprise B2B SaaS product & engineering teams

Code-only approaches are great for a few agents. Not a fleet.

Code-only approaches for building agents can't keep up as an agent fleet grows: slow to ship more, unsure what's working, unable to improve without a ticket. Mindset is the harness for agents your customers use - build from composable blocks, improving from real usage, fixes you approve in conversation, not tickets.

Mindset Agent Management Studio - the Reconciliation agent overview

Trusted by leading mid-market & enterprise SaaS vendors

The Problem

Code-only makes building and managing a fleet of agents really hard.

One queue, endless demand

Sales, CS, product and a big customer all want one, but every build funnels through the same engineers. The business always wants more, faster.

Is it even working?

It's live, but thumbs up/down and evals tell you nothing. You can't see whether it's actually delivering value, or what to change to make it better.

A ticket for every fix

A new MCP or prompt tweak is a code change, so every fix waits in the backlog and takes valuable engineering time.

The solution

The agent harness that takes you from a few agents to a whole fleet anyone can manage - built, run and improved from one simpler place.

MCP + API Read & write Client-side integration Shared state, sees and controls your page Your stack Your app Your agents &frameworks Your APIs &systems Your data Your RAG Your LLM Mindset Agent Harness Assembled components Assemble every agent with building blocks. Memory Knowledge & RAG MCP & Tool calling Skills Orchestration / Plans Generative UI Agent builder Observability Improve agents easily Track usage, find problems, fix in config, and test. No code. Usage trackedSee how each agentis used, live Problems foundSpot failing chatsand weak answers Fixed in configAdjust prompts, toolsand knowledge. No code Tested in studioSimulate & validatebefore you ship Repeat any time Your users Front-end Chat SDK Headless SDK Platform API Agent Builder SDK Agents they use Support agent Onboarding agent Revenue analyst + any agent

How Mindset takes your code-only infra from a few agents to a fleet your entire team can manage

Instead of a ticket, engineer & prioritisation for everything, Mindset lets your entire team build & improve agents visually.

Assemble and adjust agents in a visual builder, with engineering's guardrails enforced, so product, support and ops build and maintain the fleet too - not just your core engineers.

Mindset Agent Management Studio

A code-only approach makes you build every agent from scratch. Mindset assembles them from building blocks.

Memory, RAG, tool-calling, orchestration, generative UI - every agent is composed from the same building blocks, so each one you ship makes the next faster.

Reconciliation agent overview in Mindset

A code-only approach can't tell you if the agent's working without stitching together multiple systems. Mindset shows you exactly what to fix.

Mindset monitors real usage across every agent and customer and shows you what's working and what isn't - so you improve from the data, not guesswork, and change it in conversation, not a ticket.

Agent performance and activity analytics
Widget Studio building a generative UI widget

Code-only frameworks leave generative UI to you, built agent by agent. Mindset gives you the tools to scale it across the fleet.

A framework gives you low-level primitives. Mindset lets you build generative UI widgets straight into your agents and tools - via Widget Studio or MCP - and render them anywhere (chat, your UI, Microsoft Teams), with shared state so each agent sees and controls the page.

A code-only agent framework locks you into an ecosystem. Mindset keeps you independent and gives you a perpetual licence to the code.

Built on open protocols and exported under a perpetual source licence, so the IP stays yours and adds to your valuation.

Runs on Snowflake, AWS, Databricks, Azure and Google Cloud

A code-only agent framework gives you docs, Discord and complexity. Mindset gives you experts who guarantee delivery.

Our engineers help you build the first agents alongside your team to an agreed deadline and hand over the patterns - so your people become the AI experts.

Mindset experts building a fleet of agents alongside your team

How it works

Build, deploy and improve - from one place.

Build

Build agents and gen-UI experiences from building blocks, in a visual studio.

  • Set the agent's purpose, personality and guardrails, choose or add your own LLM, and give it Plans for multi-step orchestration and Skills for reusable expertise. Ingest content via our APIs, connect your own RAG, or sync from a source like SharePoint.
  • Connect your systems: expose your own APIs as MCP servers in your infrastructure, or bring any third-party MCP server. Data never leaves your infra.
  • Build generative UI widgets in the Widget Studio that render inside the chat - cards, forms, comparisons and charts - styled to your own design system.
Build - Mindset studio

Deploy

Have complete control over how you deploy inside your product, with APIs and SDKs.

  • Serve thousands of customers from one agent: each user's session is assembled at runtime via an API call to Mindset, binding that customer's own knowledge, tools, skills and permissions, so one agent runs as thousands of isolated versions.
  • Integrate the Agent Chat SDK for a ChatGPT- or Claude-grade experience out of the box - voice, multimedia, canvas - or go headless and render agents in your own front-end components.
  • Let agents see and act on the page, not just talk: pass your page state so agents see what the user's looking at, register front-end actions so agents control the existing UI, and have them start conversations off your own backend events.
Deploy - Mindset studio

Improve

Know whether agents are actually working, and fix them without a ticket.

  • See exactly how agents are interacting with users - dashboards capture every conversation: what's asked, sentiment, themes, content gaps and where they fall short.
  • Anyone - product, support, ops, engineering - can improve an agent without a ticket: change a prompt, guardrail or content in the studio and test the change before it goes live.
  • Surface the data anywhere you work - pipe reports and events to your own data lake so your customers can view it, or use Mindset's built-in dashboards and reports.
Improve - Mindset studio

Take your agents from a few to a whole fleet - built, run and improved from one place.

See live agents & Gen UI