For Pendo · Monday May 4th, 2pm
From Product Insight to Autonomous Action
Pendo tells you exactly where users struggle. X5 turns that intelligence into autonomous workflows that fix those operations without a single API call. The pairing closes the loop between insight and execution.
Book a Follow-up
Deployment
On-premise / SaaS
Data Egress
Zero
Integration
No API required
Models
Model-agnostic
Live.
In production today
4–8 weeks
Observation to live agent
0
APIs or integrations needed
0
Developers required
What we cover in this conversation
1
The problem: workflows locked in expert memory
2
How X5 captures and replicates them without any integration
3
Where this fits specifically in your operations
4
What results look like from day one in production
The Problem

80% of enterprise work is locked in people's heads

AI has conquered code. But most enterprise work is not code. It lives in the muscle memory of your best people: navigating five systems to process a claim, running the same audit across 200 accounts, toggling between legacy apps that will never get APIs. No chatbot or off-the-shelf agent can touch it.

Why it stays unsolved
The work is bespoke, undocumented, and full of exceptions your best operators handle automatically
Security and compliance requirements make generic cloud AI a non-starter in regulated environments
Traditional RPA breaks every time a UI changes and requires developer effort to rebuild
The market here is measured in headcount, not software spend: trillions in global labor cost sitting untouched
The X5 Approach

Observe. Synthesize. Execute.

Three steps from expert muscle memory to autonomous workflow. No developers, no APIs, no months of setup.

01
Observe at OS level
A silent background agent watches your best operators work: every screen, click, keystroke, and system interaction. No setup, no disruption to existing workflows.
Captures the undocumented, irregular, exception-heavy paths that live only in expert memory.
02
Synthesize into process maps
Behavioral data becomes structured, labeled workflow steps: discrete, reviewable, and ready for autonomous execution. You approve before anything runs.
Full human oversight at every stage. Nothing executes without your sign-off.
03
Execute on your infrastructure
Agents run on your endpoints or hosted VMs, inside your security perimeter. Your expert's workflow, running 24/7 at infinite scale.
Escalates to a human when judgment is required. Full audit trail at every step.
Continuous Improvement

The model learns your operations. Inside your perimeter.

X5 does not stop at deployment. We fine-tune the execution model continuously on your operational data: your edge cases, your exception patterns, your specific system behavior. The longer it runs, the better it gets at your work specifically. No data ever leaves your environment to make that happen.

What fine-tuning means for you
  • The agent gets better at your specific workflows over time, not generic ones
  • Edge cases and exceptions your operators handle are learned and incorporated
  • Accuracy improves with every run, reducing escalations to humans
  • Your institutional knowledge compounds into the model permanently
Your data stays yours
  • Fine-tuning happens entirely within your infrastructure
  • No operational data is used to train any shared or external model
  • The resulting model is yours: proprietary, portable, and fully auditable
  • Your competitive advantage is not shared with any other client
Key Differentiator

No APIs. No developers. No IT tickets.

Every automation tool asks for API access, developer resources, and an 18-month IT review cycle. X5 works at the OS level, the same way your operators do. If a human can use a system, X5 can automate it.

Every Other Approach
  • Requires API access to every system involved
  • Developer effort to build and maintain connectors
  • Breaks when UIs change, needs rebuilding
  • Cannot touch legacy systems without APIs
  • Months of IT security review before going live
X5 Approach
  • Works at OS level: sees the screen, moves the mouse
  • No developer required at any stage
  • Adapts when UIs change via simple re-observation
  • Works on any system a human operator can use
  • Deployed entirely within your existing security perimeter
Already in Production

X5 is live. Not a demo, not a roadmap.

We have customers running autonomous workflows in production today, recovering hundreds of hours per week from processes that no other tool could touch. Here is what that looks like in practice.

Financial Services
240 hrs/mo
Recovered from manual compliance reporting across 6 legacy systems. Zero IT changes required to deploy.
Healthcare Operations
4 weeks
From first observation session to a fully autonomous agent running in production. No integration work involved.
Enterprise Back Office
6 FTE eq.
Equivalent capacity running 24/7 on a single workflow type. Same governance, zero additional headcount.
For Pendo

Where this fits in your operations

The workflows that live in your team's heads: too complex, too irregular, and too specific for off-the-shelf AI.

Primary Use Case
Workflow Automation for Product-Led Operations
Your customers know where the friction is. X5 captures how operators work around that friction today and replicates those workarounds as autonomous agents, turning Pendo's behavioral insight into real workflow change.
No API required
SaaS operations
Zero data egress
PLG-compatible
After This Conversation

Here is what a typical path forward looks like

Most customers go from first conversation to a running pilot in under 8 weeks. No integration required to get started.

Week 1
Process selection
We identify one workflow with clear ROI and a willing operator to observe.
Weeks 2 to 4
Observation, synthesis, and fine-tuning
X5 Observer runs silently. We build and review the process map together, then fine-tune the execution model on your operational data inside your environment.
Weeks 5 to 8
Agent goes live
Pilot agent runs in your environment. You measure outcomes and decide on rollout scope.