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Make Your Business AI-Native

No defined AI use case neededStart with your operation

End-to-end AI delivery

AI Strategy, Made Operational

Drawn from your data, delivered in days

What you get

  • The strategy, built on your data
  • The roadmap, benchmarked
  • The agents, at work
Existing tools feed a live model of your operation, which supports agents, automations and applicationsRelease documentsA bottleneck worth solvingReady for approvalGrounded in your operation

Connect the evidenceReconstruct how work actually happens

The context is already there

Across your systemsBetween your people

  • Outlook
  • Teams
  • SharePoint
  • Zoom
  • Dynamics 365
  • Salesforce
  • SAP
  • Oracle

01Understand

Reconstruct how work actually happens

The ERP records one part of the story – a supplier update changes anotherVarolio connects the evidence into a current view of the work: its owner, stage, blocker and next actionConnect scattered records and updates into one current case: owner, stage, blocker and next action

Explore the operational model
Records from several systems converge into one reconstructed case

The operational footprint

Case intelligence

Purchase order

PO-1847

Reconstructed
Owner
Procurement
Current blocker
Release documents missing
Next step
Collect documents for release review
  1. Record
  2. Update
  3. Current state

Evidence 03

Current blocker

The release checklist is still incompleteProcurement owns the document request before release review

Every state change has a trail back to the evidence

02Prioritize

Find the frictionFollow the value

A late order is a case – repeated release delays are a patternPrioritize improvements by recurring effort, operational impact, evidence and delivery feasibilityTrace repeated waits and reworkPrioritize by impact, evidence and feasibility

Process mining · 412 purchase orders · last 90 days

Stage

Stuck

Release review

371 of 412 purchase orders reached this step

To get here
3.4d · usually 0.9d
Slowest tenth
9d+
Hit an issue here
31%
Went back here
64 times

Waiting for

supplier 78%us 22%

Where they go next

  • ↺ Confirmed27%
  • Ready to move73%

03Deliver

From a discovered bottleneck to a working solution

Varolio builds and deploys the agents, apps and automations your operation needsYour team agrees the action boundaries and success measures; behavior is evaluated before deploymentVarolio builds and deploys the solutionYour team agrees the action boundaries and success measures

The same context, evidence and controls, from discovery into execution

AI delivery workspace

Customer-specific solution

Collect and check release documents

Case contextAgent skillsAction rules
Operational object
Purchase order
Actions
Collect evidence, check requirements, route review
Boundary
Release decisions require the authorized owner
Success measure
Manual touches per release

A defined workflow built on your operational model

Value you can account for

See the opportunityMeasure the improvement

Agree what matters before deliveryThen connect the change in the operation to the evidence behind the resultSet the baselineMeasure the changeVerify the value

Example measure

Manual touches per release

Defined together, before deployment

The measurement agreementEvidence first
  1. 01

    Establish the baseline

    Count the work before the solution is deployed

    Cases, effort and waiting time

  2. 02

    Observe the change

    Compare equivalent cases over an agreed period

    Volume, mix and adoption

  3. 03

    Validate the benefit

    Separate time freed from savings actually realized

    Confirmed operational outcomes

  4. 04

    Account for the cost

    Include delivery and ongoing operating costs

    Net value, with assumptions

Validated benefit−Total cost=Net value

The technology underneath

One operational modelEvery improvement builds on it

From source evidence to deployed solutions, five connected layers keep the work grounded in how your business actually runsFive connected layersOne shared understanding of the operation

Give AI a model of your business

Connect your objects, relationships and operating rulesAn order, its supplier, the shipment and the approval all share the same operational context

Objects · relationships · rules

Context that compounds
Explore the architectureSelect a layer
Five connected layers: source signals, reconstructed events, operational ontology, process intelligence, agents and applications

New evidence keeps the model currentEach deployment builds on it

Built around your operation

Complex operationsPractical starting points

Different industries - Different ways of workingAI shaped to the people, systems and decisions in yours

A few practical questions

Clarity before commitment

Do we need to know what to automate?

No. Start with your operation and business priorities. Varolio reconstructs the work from operational evidence to uncover recurring friction. That broader understanding helps identify a first deployment with clear ownership and a measurable outcome.

What happens in the first conversation?

We discuss how your business runs, what matters to your team and whether Varolio is a fit. If there is a fit, we outline the scope and access needed for operational discovery. You do not need to connect systems for this conversation.

How much work does our team need to do?

Varolio starts from the systems, messages and records your teams already use. Your team helps scope access, validate the reconstructed operation and agree priorities, action boundaries and success measures. You do not need to map every workflow in advance.

Do we need to replace our existing systems?

Varolio builds the operational model around your existing tools. We agree the relevant sources, integrations and delivery surfaces for the deployment. Your core systems remain part of the workflow.

Who builds the solution, and who controls its actions?

Varolio builds and deploys the agents, apps and automations on your operational model. Your team agrees the action boundaries. Routine steps can run automatically where appropriate; sensitive decisions and exceptions can require an authorized person. Behavior is evaluated before deployment and as the operation changes.

How do we know whether the investment is paying off?

Agree a baseline and success measures before deployment. Compare equivalent work over an agreed period, validate the benefit and account for delivery and operating costs. Time freed is tracked separately from cash savings actually realized.

Security & data ownership

Your data stays yoursWe protect it like our own

Your operational data and the knowledge layer built from it belong to youSecurity and control stay at the foundation as your business becomes AI-nativeYour data and operational knowledge stay yoursSecurity and control stay at the foundation

  • GDPRCompliant
  • CCPACompliant
  • Protected in transitProtected at rest

    Messages are encrypted as they move and while storedMessages are encrypted in transit and at rest

  • Access on your terms

    Private workspaces, account permissions, SAML SSO and SCIM provisioningActivity logs keep actions visiblePrivate workspaces, permissions, SAML SSO, SCIM and activity logs

  • A deployment that fits your requirements

    Cloud and on-premise options, with the flexibility to choose your LLM providerCloud or on-premiseYour choice of LLM provider

Your next improvement

Find the right place to start

You don’t need to know what to automate yetLet’s discuss your operation, where Varolio could fit, and what the first step would involveNo defined AI use case neededLet’s discuss your operation and the right first step

No systems need to be connected for the first conversation