AI AGENTS / KERALA
AI agents for Kerala business teams
Let an agent prepare routine work while staff make decisions. Haben designs AI agents for Kerala support, sales and internal tasks using trusted information, permitted actions and a clear human handover.
EXAMPLE AGENT ROLEAsk · Prepare · Hand over
KERALA / YOUR PROJECT
An agent needs a defined job and a dependable handover.
For Kerala teams handling repeated customer questions, sales requests or internal lookups across branches or remote staff. A useful agent needs approved information, a named person for uncertain cases and a maintained handover route; it should begin with one recurring request.
A request may refer to a service location, a previous conversation or a language preference. The agent needs enough context to help without guessing.
Someone must keep the information current and receive cases the agent cannot resolve.
SOFTWARE SAVINGS
Which repeated request is taking time away from your team?
An agent can retrieve an answer, collect missing details or prepare a system update. First establish whether the information is dependable and whether a simpler form or fixed rule would solve the problem.
Which requests can be answered from maintained information?
Which actions need a person’s approval?
Who receives a request the agent cannot resolve?
How will incorrect answers and unsuccessful handovers be found?
AI AGENT SERVICES
Choose the role before choosing the agent.
Choose one request the team understands before selecting an agent. Support answers need approved help and a human route; sales preparation needs offer facts and record permissions; operations tasks need clear update authority; research needs sources a reviewer can inspect. Test missing context, stale information and an unavailable owner before expanding beyond the first role.
Staff repeatedly look up service details and order status.
Prepare answers from maintained sources and pass uncertain or sensitive questions to the support team.Sales staff receive enquiries with too little context.
Collect the requirement, service location and timing, then prepare a useful summary for the responsible person.Internal tasks require the same information to be checked across systems.
Prepare permitted updates and flag missing or conflicting details before the next step.Staff spend time finding material before they can assess it.
Collect relevant material with its source so a person can check the findings before using them.HOW IT WORKS
Follow a request from first question to resolution.
Support-agent example: a software user asks about a workspace setting that varies by permission. Retrieve approved help, request only missing context and hand account changes to staff. Stale articles cannot override current instructions; test language support on real reviewed examples.
Choose the request
Select a recurring request and describe what a correct response or completed task looks like.
Connect the information
Retain useful current systems and give the agent only the access it needs. If a capability is missing, we assess suitable open-source options first. We explain setup, hosting and usage costs, together with the security, backups and upkeep needed to run it reliably. Your team agrees who keeps each information source current.
Try difficult cases
Check unclear questions, stale information, missing details and failed system actions with the team.
Review resolved work
Compare resolved requests, corrections and handover effort before extending the agent’s role.
WHY HABEN
A useful agent should make the whole task easier.
A quick first reply helps only when the answer is suitable and the request reaches a useful conclusion.
The team can trace important answers to the information used and correct that information when it changes.
The receiving person gets enough context to continue without asking the customer to start again.
Someone reviews unresolved requests, permissions and running costs as the work changes.
SERVICE QUESTIONS
Before adding an agent to your team.
Can an agent answer Malayalam and English enquiries?
We can assess both using examples from your business. A capable language reviewer should check meaning and service terms; uncertain questions need a route to a person.
Can the agent send messages or update our systems?
Only the actions included in its role. We agree permissions and approval points before connecting a system, and check what happens if an action fails.
What happens when it does not know an answer?
It should ask for useful clarification or hand over the request. The receiving person needs the conversation and reason for escalation, with a fallback if nobody is available immediately.
How do we decide whether to expand its role?
Review correctly resolved requests, corrections, handover effort and ongoing cost. A fast answer alone does not show that the customer’s problem was solved.
INTRO MEETING
Bring the question your staff answer every day.
Bring redacted recurring questions, current help material and the staff handover. We will specify one agent role, source ownership, acceptance cases and running costs with a build fee; a simpler rule remains an option.