Workflow Automation Solution Area
Workflow Automation: Agents that coordinate work and financial processes across your systems.
Most business friction happens in the gaps between systems. Invoices arrive in email and require manual validation against purchase orders before entry into the ERP. A form is filled, but the CRM isn't updated. A ticket is closed, but billing isn't notified. We build agents that coordinate across systems, handling document-driven workflows, financial reconciliation, and cross-API automation with strict business controls.
Workflows Built in Workflow Automation
Common friction points and processes we automate across your systems.
Flagship Implementation: Finance Operations Agent
An AI-assisted invoice-processing workflow combining structured document extraction, deterministic business-rule validation, exception handling, and controlled accounting-system submission.
Key Architectural Capabilities
Workflow Pipeline Preview
9 coordinated stagesReview complete technical specifications, component logic, and security guardrails
Execution Loop: Workflow Automation
How our agents coordinate actions across your systems step-by-step.
Trigger
Event occurs in System A (e.g., invoice received, ticket closed)
Understand
Parses the payload and identifies required downstream actions
Retrieve
Gathers necessary context from Systems B and C
Decide
Evaluates business logic to determine routing and transformation
ACT
Updates System D and triggers a notification in the messaging channel
Verify
Confirms all APIs returned success responses
Escalate if needed
Alerts the operations team if an API fails or data is missing
What it can do autonomously
- Document extraction, invoice parsing, and PO cross-referencing
- Cross-system data transformation and synchronization
- Monitoring for state changes across disconnected platforms
- Executing multi-step conditional logic and approval triggers
Where humans stay in control
- Defining the core business rules and logic boundaries
- Intervening when system anomalies or API failures occur
- Approving high-stakes state changes and financial postings before execution
Relevant Scenarios in Workflow Automation
Concrete operational instances demonstrating this execution model in production.
Inbound reply triage that routes the right leads at the right moment
Staffing agency, 50-person team, running ongoing outbound to client companies
The team was sending outreach at scale but managing replies manually. A large share of replies — out-of-office messages, "not the right person" redirects, timing-based deferrals — were consuming as much time as genuinely interested responses, making it hard for the team to prioritise.
Tier-1 queries resolved automatically — complex cases escalated with context
Managed services provider, B2B, structured support tiers with SLA requirements
Tier-1 support was a bottleneck. A large share of inbound tickets — password resets, connectivity checks, standard configurations — were going through the same queue and triage process as genuinely complex issues. SLA timers started running from first ticket receipt regardless of complexity, which put pressure on the team for tickets that shouldn't require their time at all.
Ready to map your workflow?
Tell us where work currently moves between people and systems. We'll help determine whether an AI agent can execute it reliably.