Live in production · Enterprise AI

The Work Model
for the Enterprise.

Not another AI copilot. A digital twin of your best operators. We observe exactly how your top people work at the OS level, then replicate that expertise as workflows running autonomously inside your security perimeter.

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Deployment
On-premise / Private VPC
Data Egress
Zero
Integration Required
None
Models
Model-agnostic
Status
In production today
Built for
Financial Services
Healthcare
Insurance
Medical Devices
Professional Services
Fintech
Enterprise Operations
Live.
In production today
4-8wk
Observation to live agent
0
APIs or integrations needed
0
Developers required
0
Data leaves your environment
80% of enterprise work is not code. It lives in the muscle memory of your best people, navigating systems that will never get APIs, running processes that no off-the-shelf AI can touch.
The X5 thesis
The Problem

The work that matters most is the hardest to automate

AI has conquered code. But the operations that drive enterprise value live in expert muscle memory, not systems with clean APIs. No chatbot or off-the-shelf agent can touch it.

Why it has stayed 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, requires 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.

Financial Services
240 hrs/mo
Recovered from manual compliance reporting across 6 legacy systems. Zero IT changes required to deploy.
Healthcare Operations
4 wks
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.
Where We Operate

Built for regulated, complex, high-stakes operations

X5 is purpose-built for environments where data cannot leave, workflows cannot break, and the work cannot be handed to a generic AI tool.

Financial Services
Compliance, audit, and back-office workflows
Regulatory workflows spanning legacy core systems, requiring exact sequencing and exception handling that lives only in your senior analysts' heads.
Bank-grade governance
Private VPC
Full audit trail
Healthcare
Revenue cycle, prior auth, and clinical ops
The EHR workflows and prior authorization processes that span multiple systems and require clinical judgment at every exception point.
HIPAA-ready
No EHR API required
Zero data egress
Insurance and Risk
Underwriting, claims, and risk assessment
Senior underwriters navigating 4 to 6 systems per case. That expertise lives in muscle memory and nowhere else. X5 captures and runs it at scale.
Insurance compliance
Legacy system support
Sovereign deployment
Enterprise Operations
Any complex, multi-system operational workflow
If your best operators are navigating fragmented systems to get work done and that work cannot be automated any other way, X5 is built for it.
Model-agnostic
On-premise
No IT changes required
Getting Started

From first conversation to live agent in under 8 weeks

No integration required to get started. Most customers run their first pilot on a process they identify in the initial conversation.

Week 1
Process selection
We identify one workflow with clear ROI and a willing operator to observe. No procurement, no IT involvement required at this stage.
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. Most customers expand to a second workflow within 30 days.