Work is already coming in
Your team already handles the enquiries, quotations, records, reports, or documents often enough for the repeated work to be visible.
Best for businesses that already handle a steady flow of enquiries, quotations, records, or routine documents and can name the delay, repeated effort, or missed hand-off worth fixing.
Representative workflow
Sarbaa is a good fit when the work already happens often, the business cost is clear, someone owns the process, and the result can be checked. Automation is not a substitute for missing demand or an unclear operation.
We qualify every AI project against the same conditions before recommending a build. You do not need perfect systems, but the work, owner, information, and useful result must be identifiable.
Your team already handles the enquiries, quotations, records, reports, or documents often enough for the repeated work to be visible.
Slow replies, missed follow-up, repeated entry, or preparation work consumes staff time, delays revenue, or creates avoidable rework.
The input, expected output, business rules, exceptions, and point of human hand-off can be described.
The team can compare a useful measure such as handling time, response delay, completion rate, or corrections before and after the change.
One responsible employee can approve the rules, review exceptions, give feedback, and remain accountable after launch.
Approved source material and practical access to the relevant WhatsApp provider, CRM, spreadsheet, templates, or API can be provided.
AI is expected to create demand even though the business does not yet receive enough enquiries or repeated work.
The request is simply to add AI, with no defined job or person responsible for the result.
The system is expected to make sensitive, financial, legal, medical, employment, or commercial decisions without a person checking them.
Prices, policies, templates, access, or other required inputs are unavailable or cannot be approved.
Send the task, how often it happens, and what delay or repeated work it creates. Sarbaa will tell you whether it suits AI automation, another type of software, or no build yet.
The examples below show system patterns only. They do not represent a customer, a guaranteed outcome, or a fixed product package.
Representative demo
This illustrates a workflow pattern. It is not a customer conversation or performance claim.The assistant reads an incoming question, uses approved service information, asks for missing details, and sends exceptions to a person.
The workflow extracts agreed details, checks required fields, writes a record, and alerts the person responsible for follow-up.
AI can interpret the request and fill a template. Approved data and deterministic code handle prices, taxes, totals, and validation.
These are representative workflow patterns. The final system depends on your tools, data, and review requirements.
Use approved business information to draft replies, collect missing details, and hand a conversation to a person when needed.
Extract useful fields from forms or messages, place them in the right record, and alert the responsible person.
Turn approved inputs into a draft quotation, summary, or report while deterministic code handles totals and fixed rules.
Delivery timing is confirmed after Sarbaa understands the workflow, provider access, data quality, and review requirements.
We define the input, expected output, responsible person, and the value of improving the task.
Approved information, fixed calculations, exceptions, and human review points are made explicit.
The automation is connected to the required tools and tested with normal and difficult examples.
The team checks outputs, reports exceptions, and agrees any tuning or support needed after launch.
Sarbaa will identify the providers, data, safeguards, and human responsibilities required before confirming cost or schedule.
Provider access, language support, delivery time, cost, and review requirements are confirmed for the specific workflow.
Good starting points are repeated tasks with clear inputs, a useful output, and a person who can review exceptions. Examples include enquiry drafts, lead data extraction, and document preparation.
That depends on the workflow. Sarbaa prefers to connect familiar tools such as WhatsApp, forms, spreadsheets, or an existing CRM when that is practical, but the final interface is chosen during scoping.
Provider accounts, usage charges, and billing responsibilities are identified in the written scope. Where practical, your business can hold the provider account directly.
Language support depends on the chosen provider and the examples available for testing. We test the phrases and spelling patterns that matter to the workflow before release.
We limit the source information, keep fixed calculations in deterministic code, add review points, and send exceptions to a person. The exact safeguards depend on the risk of the task.
Tell us what comes in, what your team does with it, and what a useful output looks like. Sarbaa will reply on WhatsApp with the next questions.
Useful automation keeps the business rules and the responsible person visible.Sarbani Associates · Bagdogra, Siliguri