Internal Agents
Roll out your company-built agents at scale, with adoption built in.
Whether your agents live in Copilot Studio, Azure AI, your custom platform or any internal framework, Mendo plugs in and turns them into adopted workflows. One integration, every internal agent covered.
No agent rebuildLive in a few weeksSOC 2 Type 1 & 2
New agent? It inherits the adoption layer automatically.Trusted by enterprises leading the shift to GenAI
Why internal agents need their own approach
Internal agents aren't SaaS features. They need their own adoption playbook.
Off-the-shelf agents come with vendor onboarding, polished UIs and a global user community. Internal agents don't. Each one is built for a specific team, a specific workflow, often with custom integrations, sensitive data and a small set of intended users. The standard SaaS adoption playbook doesn't apply.
Mendo · the adoption layer your internal agents don't ship withThree things that make internal agents different
- 01
Adoption is yours to drive.
Your AI and Innovation team built the agent for your specific context. The vendor enablement programs designed for off-the-shelf products don't fit: internal agents need a dedicated adoption motion.
- 02
Fragmented surfaces.
Agents live across Copilot Studio, custom platforms and internal portals. Users don't have a single place to discover them.
- 03
Custom context.
Each agent reflects your data, your processes, your constraints. Generic onboarding tools can't speak to that.
How Mendo connects to your internal agents
One lightweight integration, every internal agent covered.
Mendo plugs into your existing agents through a lightweight integration, no matter where they're built or hosted. Your agent stays as you built it. Mendo adds the adoption layer on top.
Supported environments
Copilot Studio
Agents you've built on Microsoft's low-code platform.
Azure AI
Custom agents built on Azure OpenAI, Azure AI Foundry or your own Azure stack.
Custom platforms & internal portals
Agents exposed via web app, internal hub or API.
Custom frameworks
LangChain, LlamaIndex, your own orchestration layer.
ChatGPT Enterprise & Claude Enterprise custom GPTs
Agents built on horizontal chats but tailored to your enterprise.
What the integration looks like
- One-time technical setup.Typically a few weeks.
- No re-architecture.Your agents stay as you built them.
- No separate UI for end users.The adoption layer is embedded inside the tools they already use.
- Every new agent covered.Each new agent inherits the Mendo adoption layer automatically.
Pilot usage and demonstrate ROI
Leadership gets a clear picture of which internal agents are actually adopted, which use cases drive the most value, and what productivity gains each agent delivers: the data your AI and Innovation team needs to steer the agent portfolio.
Internal agents we typically see in enterprise
Real agents, in real teams, with real adoption needs.
We've worked with enterprises deploying internal agents across every function. Here are the patterns we see most often.
Typical internal agents
Sales & Revenue
- RFP response agentDrafts answers from your knowledge base.
- Proposal generation agentAssembles tailored proposals from past deals.
- Account research agentSynthesizes prospect intel from CRM and web.
Typical internal agents
HR & People
- Internal policy assistantAnswers HR questions from your documentation.
- Onboarding agentGuides new hires through their first weeks.
- Recruiter copilotDrafts job descriptions, screens CVs.
Typical internal agents
Legal & Compliance
- Contract review agentFlags risks against your internal playbook.
- Compliance checkerValidates documents against internal policies.
- NDA generatorDrafts standard agreements with the right clauses.
Typical internal agents
Finance & Operations
- Invoice processing agentExtracts and categorizes line items.
- Financial reporting agentDrafts commentary from raw data.
- Procurement assistantValidates supplier requests.
Typical internal agents
IT & Engineering
- Internal documentation agentAnswers technical questions from your wiki.
- Incident triage agentCategorizes and routes support tickets.
- Code review assistantChecks PRs against internal standards.
For each agent, Mendo adds in-context prompts, suggested first uses, guided walkthroughs and contextual nudges.
What happens during deployment
From integration to adoption, in three concrete phases.
- 01
IntegrationWeeks 1-2
Your agents are connected to Mendo through the lightweight integration. No agent rebuild required. Mendo identifies where each agent lives and how users will encounter it.
- 02
Adoption setupWeeks 2-4
For each agent, Mendo sets up the adoption layer: in-context prompts, suggested first uses, guided walkthroughs, contextual nudges. Your AI team validates the adoption flow before launch.
- 03
Live adoptionWeek 4 onwards
The adoption layer goes live. Mendo surfaces the right agent at the right moment in your teams' flow of work, captures usage and supervision quality, and feeds insights back to your AI and Innovation team.
