AI BOTS & BUSINESS AUTOMATION
We start by understanding your process, tools and expected result. Troofox then designs and builds custom AI bots and robotic process automation (RPA) to carry out that work, with agreed approvals and exception handling.
We understand your process, build your bot and test the workflow with you.
START WITH THE RIGHT TASK
A useful starting point is a repeatable process with accessible inputs, clear rules and a result your team can check. The examples below describe potential workflows, rather than customer case studies.
Extract invoice fields, compare them with purchase records and prepare an accounting update. Route missing references, mismatches and unusual amounts to a reviewer.
Start with: a representative set of invoices, your validation rules and the destination system.
Capture a lead from an approved source, check required details, prepare a CRM record and queue the next follow-up. Keep duplicate detection and communication approvals explicit.
Start with: the lead source, CRM fields, qualification rules and an agreed follow-up policy.
Move structured information between tools, prepare scheduled reports or classify incoming documents. Flag incomplete inputs and reconciliation differences for a person to resolve.
Start with: a sample input, the expected output and the conditions that should stop the workflow.
AN ILLUSTRATIVE WORKFLOW
Consider an invoice arriving in a shared inbox. The aim is a reliable draft for review, with clear handling of the invoices that need attention.
Read an approved attachment and extract supplier, invoice number, date, line items and totals.
Apply required-field checks, duplicate rules and purchase-record matching where data is available.
Create a draft record. Send mismatches or uncertain fields to a person with the source document.
Commit the approved update using agreed permissions and capture the result for reconciliation.
A missing purchase order, possible duplicate or unrecognized supplier should follow an agreed exception path. Payment approval and other consequential decisions stay with the people authorized to make them.
See how NewsRill helps journalists draft articles and enhance images, alongside AI workflows for event freshness and SEO/AEO. Explore the workflows .
BEFORE IMPLEMENTATION
A pilot should test a defined process against examples your team recognizes.
Document the input formats, expected output, acceptance examples and cases requiring review. Separate deterministic checks from steps that need AI interpretation.
Identify the systems, available APIs, access restrictions and permissions. Where an API is unavailable, assess whether UI automation is appropriate and how interface changes will be handled.
Compare time per task, correction rate, exception rate and successful completion against the current process. Include model usage, integration and review costs when evaluating value.
Agree who monitors runs, handles failures and approves changes. Deployment, access and ongoing support requirements are scoped with the workflow.
AI AUTOMATION QUESTIONS
Need an application as well as automation? Explore our custom software development services.
RPA automates repeatable interactions and rule-based steps. AI can help interpret less structured inputs, such as text in a document. A business workflow can combine both, with validation and human review around uncertain results.
Often, but feasibility depends on the application, its integration options and your access permissions. We assess these before committing to an implementation. An available, supported API is usually a more stable integration path than automating a changing screen.
Oversight depends on the task and its consequences. We define approval steps and exception handling with you. High-impact actions should have explicit authorization, and uncertain outputs should go to a reviewer.
Describe the task, how often it runs, the tools involved and the result you want. Representative examples and known failure cases help with scoping. Avoid sending passwords or confidential production data through the public contact form.
Input variability, system access, integrations, data volume, review requirements and deployment needs determine the scope. Troofox provides a project-specific proposal after reviewing the workflow; there is no standard price or guaranteed delivery period published here.
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Tell us where the repetitive work begins and what a good result looks like.