Business process automation
Business process automation for work that crosses
systems and teams.
Map a real business process, automate the repeatable steps across connected tools, and keep human approval exactly where judgment or risk requires it.
Or run a workflow live first. No form.
- Multi-step workflows across systems
- Rules, branches and wait logic
- Configurable human approvals
- Runs, failures and execution times monitored
- 01ReceiveInbox & supplier portal
- 02Extract12 fields, matched to PO
- 03CheckTolerances & duplicates
- 04ApproveAbove €5k, sign-off
- 05PostLedger entry & archive
Microsoft Excel 1,240 lines
SAP PO-118 matched
DocuSign 42 sentCompanies already building with Growy
Problem → Solution
Business process automation fails when the process is unclear or too rigid.
Business process automation works best when the workflow is understood before software starts acting. If the process depends on undocumented knowledge, hidden exceptions or judgment calls, a fixed sequence can move the problem faster without solving it. Growy starts with the specific bottleneck, maps the systems and decision points, then decides which steps can run autonomously and which should stay with a person.
Before
Manual or rigid workflows
After
Mapped and controlled automation
What it covers
Business process automation across the operating model.
Start by making the current workflow visible and removing avoidable friction before deciding what should be automated. The functional pages below show how business process automation applies to operating teams that already have live pages in the current site structure.
Business process management, mapping and improvement
BPMUse business process management to define ownership and control, then map systems, knowledge, edge cases and human decisions before automation. Improvement work should stay tied to measurable bottlenecks and production evidence.
Deep dive · live page
HR & recruitment
HROnboarding, rostering, sick cover, permits, probation and leave can all run through HR automation, while named approvers retain the sensitive decisions. Hiring sits either side of that. The half before the offer belongs to recruitment automation: vacancy intake, sourcing and a first-pass screen whose reasoning can be audited. The half after it runs as the onboarding agent, taking documentation, system access and check-ins as one sequence instead of a checklist somebody has to chase.
Deep dive · live page
Finance operations
FinanceInvoices, reconciliation and month-end run through finance automation, posted to the ledger you already use with approvals intact. Seen from the agent's side the same work becomes AI agents for finance, where the question is how much of a close a workflow should be allowed to complete on its own. One of those runs in production as the finance reconciliation agent, matching daily and routing only what does not clear.
Operations reporting
1.3Recurring data collection, cross-system coordination and reporting can all move through a single defined workflow, exceptions handled explicitly, as the operations reporting agent shows.
How it works
How Growy implements business process automation.
Growy's confirmed delivery process has four stages: define the bottleneck, map the workflow, build and test in a sandbox, then deploy with monitoring and human oversight. The production workflow can contain rules, branches, approvals, waits and tool calls across connected systems.
Step 01
Define and map the process.
The first job is to identify the specific workflow that is consuming time or failing under volume. Growy maps the systems it touches, the company knowledge it needs, the edge cases that change the path and the points where a person should remain responsible for the decision. This gives the team a shared process design before live automation begins. It also prevents a vague automation project from turning into a long list of disconnected tasks.
Bottleneck, systems, knowledge, edge cases and human decisions mapped first
- Evaluate the current case and choose a branchCondition
- Call the required connected systemTool
- Pause when a named approver is requiredApproval
- Continue, reject or stop according to policyControlled
Step 02
Build rules, actions and approvals.
Production workflows can combine agent nodes with conditional branches, human approval nodes and waits. Approval nodes can name approvers and require any one person, a specific number of people or everyone in the approval group. A rejection can stop that path immediately. Wait nodes can pause for a period or for an event, with a give-up timeout where needed. Agents can call tools through 3,000+ integrations or custom APIs, and each step is recorded in workflow and node-level logs.
Step 03
Test, deploy and monitor.
Before production, the workflow is tested in a sandbox against real data without taking live actions. After deployment, Growy provides standing views for workflow runs, failures and execution times, plus workflow and node-level logs for traceability. Edge cases that were not anticipated during design can then be folded back into the workflow. Growy does not publish a single platform-wide success rate or latency benchmark, so performance should be measured against the baseline of the process being automated.
The improvement loop is based on measured production runs and real edge cases, not on a generic platform benchmark.
Interactive demo
See business process automation
A sick-cover workflow from the published retail customer case shows what end-to-end automation can look like: identify eligible staff, contact them in priority order, confirm the swap and update the rota, with a human approving matches that require judgment.
- QueuedIdentify the coverage needUse the trigger and current rota context
- QueuedFind eligible staffApply availability and company rules
- QueuedApprove the match if neededPause where human judgment is required
- QueuedConfirm and update the rotaContinue through the connected systems
Seen enough? Bring us one process to map.
Case study
51% to 64% lower cost per operation.
A 100+ store grocery retail franchise measured Growy at the process level over a 24-month engagement, rather than relying on generic automation benchmarks.
“Across every process touched, cost per operation fell by 51% to 64%, with the equivalent of about 20.1 full-time roles of manual work released.”
Challenge
The organisation had more than 1,000 employees and several high-volume workflows still depended on manual coordination. Store managers built rotas by hand, sick-cover required phone chains, competitor prices were transcribed every working day, and employee questions were handled one message at a time. These were complete operating processes, not isolated tasks.
Solution
Growy automated multi-step workflows across the customer's existing systems and company knowledge. HR transactional processes including rostering, sick cover, permits, probation and leave reached 70% autonomous operation and reduced cost per operation by 59%. A daily competitor price-intelligence sweep reduced cost by 64%. Employee self-service deflection also increased from 72% to 87%.
Results
51% to 64%
lower cost per operation across processes touched
~20.1 FTE
equivalent manual capacity released
Those figures are engagement-specific. Growy does not present them as a standard promise for every deployment, and any new project should be assessed against its own workload, error profile, escalation rate and cost baseline.
More about process automation
What is business process automation?
Business process automation, often shortened to BPA, uses software to execute and coordinate recurring business processes with less manual intervention. A process can span people, data, rules and several systems, as in onboarding, purchasing, customer service, rostering or operational reporting. Simple workflows may follow fixed rules, while more complex business process automation needs context, branching, exceptions and human approval. Growy focuses on multi-step, cross-system processes where an agent can use company knowledge, evaluate the case at runtime and choose the next permitted action. The workflow is still designed and tested before production, so the objective is controlled autonomy. AI is most useful where classification, interpretation or contextual decisions go beyond what fixed rules can handle.
How BPA differs from BPM, RPA and workflow automation
Business process automation is the execution layer, while business process management, or BPM, covers the wider discipline of understanding, governing and improving processes. Before either of them there is the drawing. The current workflow becomes visible through business process mapping, exceptions nobody wrote down included, so a team can decide which steps are worth automating and which should simply stop. Robotic process automation, or RPA, is better suited to predefined repetitive actions, while integration tools work well when data simply needs to move between applications. Growy is aimed at processes that also require company knowledge and judgment. An agent can read approved procedures from the knowledge management system, query current system data, evaluate a condition and call the next tool. Human approval can be added for sensitive decisions. The right approach depends on how much context, decision-making and exception handling the process requires.
Types of business process automation
Business process automation ranges from simple task automation to workflows with partly unstructured inputs. Rule-based automation works when the next step follows a clear condition. Workflow automation coordinates several steps or systems, while RPA handles repetitive actions in a predefined sequence. Intelligent automation adds AI capabilities such as classification or contextual decisions. Agentic workflows let an AI agent choose an action or path from runtime context while staying inside a defined workflow and permission model. In Growy, low-risk decisions can be autonomous, such as classifying data, selecting a tool or choosing a branch. Higher-risk decisions can pause at a human approval node. This extends automation without treating every business decision as a software decision. The clearest test of that split is customer service automation. Routine requests resolve themselves against approved answers, while anything touching a commercial concession or a safety issue stops and waits for a named person.
How to implement business process automation
A strong business process automation implementation starts with one measurable bottleneck. Define the workflow that is consuming time, creating errors or failing under volume. Map the systems it touches, the knowledge employees use, the expected path, the edge cases and where human judgment should remain. Then build the triggers, agent steps, conditions, tool calls, waits and approvals around that process. Growy tests workflows against real data in a sandbox before live actions are enabled. The team validates what the agent can decide, where it pauses and what happens when a branch is rejected or times out. After launch, production runs reveal exceptions that were easy to miss during design. Measure the baseline, automate a focused process and revise from evidence. A sourcing desk is a common first choice for exactly that reason: procurement automation has a clear trigger, a cycle time somebody is already measuring, and an obvious point where a person has to commit.
What to look for in business process automation tools
When comparing business process automation tools, look beyond the visual workflow builder. The platform needs suitable triggers, integrations, conditional logic, approvals, exception handling and logs that make runs traceable. For AI-led processes, also check how the agent receives company context, which decisions it can make, how permissions are enforced and whether the workflow can be tested before production. Growy supports manual, chat, schedule, integration-event, webhook and workflow-completion triggers, and several can drive the same workflow. It provides 3,000+ integrations plus custom API tools. Conditional nodes, approval policies and wait nodes are confirmed production capabilities, while monitoring covers runs, failures and execution times. The node builder and Plan Mode support workflow design, although Growy still typically works with clients on implementation today.
Business process automation benefits and ROI
The main benefits of business process automation are lower manual effort, shorter cycle times, more consistent execution and better visibility into where work fails or waits. Those gains should be measured against the existing process using baselines such as manual hours, cost per operation, execution time, failures, escalations and autonomous completion. Growy does not publish a universal success rate, error rate or latency figure. In a 100+ store grocery retail case, cost per operation fell by 51% to 64%, around 20.1 FTE of manual capacity was released and HR transactional workflows reached 70% autonomous operation. The reported return on annual run cost was 3.9x. Results still depend on process volume and the amount of manual work in the baseline. Reading those numbers is where process improvement methodologies earn their place. They give a repeatable way to decide which step should be removed outright rather than automated in the shape it happens to have today.
Challenges and the future of business process automation
The hardest part of business process automation is often the process itself. Poorly documented rules, unclear ownership, inconsistent data and hidden exceptions can limit strong automation software. Teams need to define which actions are low risk, which require approval, who can access each system and how failed paths should end. The direction of BPA is toward combining workflow management with AI agents that can interpret context inside controlled boundaries. Growy's model follows that approach. Workflows are mapped and tested before launch, selected runtime decisions can be autonomous and human checkpoints remain explicit. Plan Mode can generate the workflow graph during design, while production execution stays defined and testable. This adds flexibility without making each run unpredictable.
FAQ
Questions, answered.
Practical questions about implementing, controlling and evaluating business process automation with Growy.
What is the difference between business process automation and an AI agent?
Can clients build and change workflows themselves?
Which systems can Growy automate?
How do approvals, exceptions and retries work?
How does pricing for business process automation work?
Reviews
Measured outcomes from three real deployments.
Three customers, three different operations. Each figure is theirs, measured on their own baseline, and is shown as customer-specific evidence rather than a universal platform benchmark.
Accounting load
80–85% of accounting operations run automatically
A five-person team handled bank reconciliation, vouchers, bookkeeping and payment chasing by hand for a high-volume daily retail business. Discrepancies now route themselves to a named owner.
Quote turnaround
Quotes went from 48 hours to minutes
Sixty-plus quotation requests a day against a team that could not keep up, and no additional resource to be found. The business stopped losing clients to the wait.
Onboarding load
56+ onboarding steps rebuilt as six workflows
Hiring someone opened a separate and heavier process: contracts, documents and the same information entered again and again. Collection and triage now run across departments on their own.
Get started
Map one business process before you automate it.
Bring the workflow that costs the most time. Growy can map the systems, decisions and exceptions, then show where automation and human approval should sit.
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