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Enterprise AI Workflow Automation

Integrative AI solution

Workflows that research, validate, and prepare the next action.

Integrative AI connects enterprise information and business applications into workflows that research, validate, decide, create, and act, with people approving what matters.

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Governed AI workflowsFrom question to approved action.Evidence, review, and a full record at every step.
The Challenge

A chat window does not finish the work

Many teams start with AI as a chat window. It can answer a question, but real work spans several steps and several systems: finding information, checking it, applying business rules, writing the result, and updating the right application.

Without evidence, review, and a record of what happened, AI output is hard to trust and harder to approve.

How It Works

Operational intelligence, not only conversation

Integrative AI runs focused workflows over the sources you approve. Findings stay linked to their evidence, your own criteria decide what matters, and a person reviews sensitive steps before anything moves on. Your existing applications remain the system of record.

Research across approved public sources, internal knowledge, and connected systems
Validation that separates aligned evidence from conflicts and gaps
Customer-defined criteria applied to every workflow
Human review and approval before sensitive actions
Step by Step

Research. Validate. Decide. Create. Act.

Every workflow follows the same five steps.

  1. 01Research

    Gather information from approved public sources, internal knowledge, and connected business systems.

  2. 02Validate

    Compare important claims across sources and flag conflicts and missing information.

  3. 03Decide

    Apply your qualification, matching, and decision rules to the reviewed findings.

  4. 04Create

    Prepare briefs, draft responses, comparisons, and communications from the reviewed findings.

  5. 05Act

    Send the approved result to the application or person responsible for the next step.

Capabilities

What is included

Multi-source research

Research across approved public sources, internal knowledge, and connected business systems.

Knowledge retrieval

Bring relevant documents, manuals, historical cases, and approved information into the review.

Cross-source validation

Compare important claims across sources and separate aligned evidence from conflicts.

Business criteria

Apply customer-defined qualification, matching, and decision rules to each workflow.

Human review and approval

Keep people responsible for sensitive decisions and the actions that follow.

Business-system handoff

Prepare approved updates for CRM, helpdesk, procurement, email, and API-connected workflows.

Deployment

Integration and governance considerations

Business applications. Approved results can be prepared for CRM, helpdesk, procurement, email, and API-connected workflows. Specific connections are scoped for each project.
Access control. Role-based access controls who can view, review, and act on workflow information.
Sources. You choose which public and private sources can inform a workflow.
Deployment. Cloud, private, on-premises, or hybrid, according to your requirements.
Model providers. Model and provider options are configurable to fit your environment and policy.
What Teams Get

Practical outcomes

Traceable findings. Findings stay linked to their sources, so reviewers can see the basis for a recommendation.
Fewer manual handoffs. Research, review, and the next action sit in one workflow.
People stay in charge. Sensitive decisions and actions need human approval.
A complete record. Inputs, review decisions, outputs, and approved actions are kept.
Use Cases

Where it fits

Account research before sales outreachTechnical support case investigationSupplier validationRFQ and product fit comparisonAny research-heavy process that ends in an approved action
Questions

Frequently asked questions

How is this different from a chatbot?

A chatbot answers questions. Integrative AI runs a multi-step workflow: it researches, validates, applies your criteria, prepares an output, and hands the approved result to the right application or person, with evidence and review along the way.

Does the AI act without approval?

No. People review findings and approve sensitive actions before anything is sent onward.

Can it run in our own environment?

Yes. Integrative AI supports cloud, private, on-premises, and hybrid deployment.

Which systems can it connect to?

Approved results can be prepared for CRM, helpdesk, procurement, email, and API-connected applications. We scope specific connections for each project.

Do we have to replace our existing applications?

No. Your existing CRM, helpdesk, procurement, and business applications remain the system of record.

Related

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AI Technical Support

Cases prepared before the engineer replies.

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AI Supplier Intelligence

Supplier research with the evidence attached.

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Talk to us about your setup.

Tell us what you run today. We will show how this fits and what it would take.

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