RFQ and document intake
Classify emails and attachments, extract data, compare master data and prepare a complete case.
AI implementation for real business processes
AI pilots are easy. Operations are the work.
We automate concrete knowledge-work and back-office processes, connect data and existing systems, and stay until the accountable teams use the solution reliably.
Concrete workflow firstHuman approvalsIntegration and operations
InputPOPDFCRM
KonnexAIunderstands · checks · acts
Outcome✓ Approval↗ ERP◷ SLA
Human in the loop
Where we start
Workflows with heavy reading, transfer and coordination.
The best first deployment has recurring volume, measurable friction and an outcome that domain experts can review.
Order and data entry
Review unstructured input, flag missing information and transfer approved data into operational systems.
Complaints and service
Triage requests, bring together system and knowledge context, and prepare complete handoffs.
Knowledge and coordination
Bring approved knowledge into cases, track status and involve accountable people for exceptions.
From problem to operation
More than advice. Implementation together.
Understand workflow and baseline
Map volume, variants, time, quality, decisions and handoffs with the domain team.
Build a bounded deployment
Implement a clear workflow slice with real data, safe boundaries and measurable acceptance.
Integrate into systems
Connect identity, knowledge, Konnex software and existing applications with explicit permissions.
Operationalize
Enable users, handle exceptions, measure quality and evolve the solution under control.
The right operating model
The workflow determines the technology.
We choose the simplest architecture that supports value, safety and maintainability together.
AI process automation
Connect documents, knowledge, decisions and system actions in a controlled flow.
Learn moreHuman–Agent Co-work
Organize shared cases, tasks, knowledge and approvals for domain teams and agents.
Learn moreManaged agents
Operate bounded agents with isolated runtime, explicit permissions, updates and monitoring.
Learn moreNew operational software
When the workflow needs a better core system, Konnex Platforms rebuilds the right application.
Learn moreOperational readiness
Autonomy only inside clear boundaries.
Data access
Sources, tenants, roles and allowed fields are bounded explicitly for each workflow.
Approvals
Critical, financial or irreversible actions require human confirmation.
Evaluation
Quality, failures, cost and business value are measured with fixed cases.
Operations
Updates, backups, observability, support and incident paths are part of the system.
Connected through Konnex
When the workflow already has software—or needs something new.
Konnex Audits provides a complete audit and corrective-action workflow. Konnex Platforms replaces unsuitable operational legacy systems. Activate connects these applications and your current systems with knowledge, automation and the company operating model.
- Audit workflows through Konnex Audits
- New operational software through Konnex Platforms
- Controlled integration with existing third-party systems
- One accountable delivery team
Technology partnership
Konnex remains accountable for customer delivery.
Konnex leads workflow design, integration, rollout and operations. For suitable complex agent systems, we can use platform capabilities from our technology partner Avatam in Nepal. Architecture remains driven by requirements, data location and exit strategy.
Explore the partnership- Konnex: workflow, integration and operations
- Avatam: optional platform capabilities
- Together: evaluation and evolution
- Vendor-neutral decision for each deployment
AI process assessment
Find the process where AI can create real value.
We assess volume, decision logic, data, risk and success measures, then recommend a bounded first deployment.