Software, AI & Automation

Workflow automation that handles the exceptions too

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Business process automation connects triggers, decisions and actions to reduce repeated manual handling. Discuss the current process with DeshTech, including the exceptions and approvals that make the work more than a simple sequence.

Discuss Your Project

01 / Service fit

Where this service fits

Automation is not automatically AI. Structured forms, rules and API calls may be more predictable for routine tasks. Use AI only where interpreting unstructured information adds value, with a review step suited to the consequences of an error.

02 / Scope

What to plan in the scope

Process mapping

Record who does each step, the information used and how work moves between people or systems. Identify duplicate entry, waiting points and exceptions before choosing tools.

Rules and approvals

Define triggers, required fields, decision rules and the actions requiring approval. Keep a way to stop or correct a run and identify the person responsible for exceptions.

Monitoring and handover

Agree logs, notifications, failed-run handling and ownership of external-service accounts. A workflow needs an operator and a documented response when a dependency changes.

03 / Decisions

Choose the approach before the tools

Automate a stable process before expanding it. Identify which steps are rules, which require a person and which depend on another provider. A visible exception queue and a manual fallback often matter more than adding another automatic step.

04 / Delivery

Follow one workflow, including the exception route

Map the current manual task, decision rules and handoffs first. Approve a trigger and validation step, test the normal path and failures with safe sample data, then enable the workflow with an operator and manual fallback. Measure current effort before estimating savings.

Illustrative flow: a purchase request

Process sample, not a delivered automation.
Request received → required fields validated → manager approval → approved record created → reference reconciled.
Missing amount or supplier returns to the requester. Rejection ends the request without an order. A repeated event checks the request reference before creating anything. A timed-out destination leaves the request awaiting reconciliation rather than silently repeating the action.

Exception queue and operator handover

A sample exception record contains: request reference DEMO-001, failed step “create record”, status “awaiting review”, last attempt and assigned operator. These are illustrative fields, not a screenshot of a real system. The operator checks whether the destination already accepted the action before retrying, records the resolution and can pause the workflow. Handover should include rules, credentials ownership, alert route and recovery steps.

05 / Budget and responsibilities

What affects the project estimate

Scope depends on the process branches, systems, data quality and exception handling. Record the current manual effort before making a savings claim. Usage limits, subscriptions and ongoing monitoring can affect operating costs.

Agree tools, execution limits, usage fees and the person responsible for failed runs in the proposal. A workflow without exception ownership is incomplete. Changes to business rules, vendor APIs and approval roles need their own review; no saved-hours figure is implied by this sample.

06 / Get ready

What to bring to the first discussion

Bring one process from start to finish: trigger, forms, decision rules, approver, destination, volumes and common exceptions. Identify the current tools and subscription owners. Discuss available APIs and permitted access before selecting an automation platform.

Questions / Answers