Solutions by business

The work around the product, off the engineers.

A small software company runs on people who would rather be building. Sanaf triages support, watches usage for the accounts going quiet, keeps the CRM current after every call, drafts the release notes, and runs the weekly checklist. It hands the hard tickets to a human with the context already gathered.

At work

An illustration of how the conversation reads, not a transcript from a client account.

For a software company, Sanaf takes support triage and first replies, account health and renewal prep, CRM hygiene, release notes and help-doc updates, and the recurring operations checklists. It works in the tools the team already lives in and hands anything technical, contractual or upset to a person.

Sound familiar?

The work that is still there, and what changes

Engineers get pulled into support because nobody triaged the queue.

With Sanaf: It answers the how-do-I tickets from the docs, reproduces the details on the rest, and routes each to the right person.

Churn shows up as a cancellation, not a warning.

With Sanaf: It watches usage and engagement, flags the accounts going quiet, and preps the renewal notes early.

The CRM is a memory of what the CRM used to be.

With Sanaf: It logs every call and thread, keeps the stages honest, and writes the pipeline note before the Monday meeting.

What it takes over

The routine, end to end.

  • Support triage and first replies from the docs
  • Account health, quiet-account flags and renewal prep
  • CRM updates after every conversation
  • Release notes and help-doc drafts from the changelog
  • Weekly operations checklists across the stack
What waits for a person

Always, unless you say otherwise.

  • A bug that needs a fix, or anything a customer is escalating
  • Contract terms, pricing exceptions and renewals themselves
  • Public communication about an outage or a security question

Every rule is per kind of action, and it starts stricter than you will keep it. It drafts before it sends until you promote it. How it works.

Things people paste into the channel

Ask it the way you would ask a colleague

Lines from real jobs, as they are typed in Slack or Teams. It works in the thread and comes back with the work, or with the question it needs answered.

@Sanaf, triage the support queue and tell me which tickets need an engineer.

Which accounts have dropped in usage this month? Prep the renewal notes for the two biggest.

Draft release notes and a help-doc update from the merged changes this week.

Run the Friday ops checklist and post what is outstanding.

The jobs it holds here

4 of the thirty five, ready on day one

Each job comes with a written description you can read and edit. Hand it one, and add the next when the next pile appears; it is the same employee, with the same memory and the same credits.

AI Customer Service Manager

02

Runs a function

Customer support & issue resolution

  • Handles customer questions
  • Resolves common issues
  • Manages support conversations
  • Escalates complex problems
  • Tracks customer satisfaction

Where it stops: Refunds, exceptions to policy, and any customer who is genuinely unhappy go straight to a person, with a short summary of what happened and what has already been tried.

AI Customer Success Manager

01

Owns one lane

Account health, check-ins, renewals

  • Reviews account health and flags the ones going quiet
  • Runs scheduled check-ins and follow-ups
  • Prepares renewal and review notes before the meeting
  • Keeps the customer records current after every conversation
  • Chases the actions a customer is waiting on internally
  • Writes the weekly account summary

Where it stops: When a customer is unhappy, when the conversation turns to price or the terms of a contract, or when keeping an account needs a promise only the owner can make, you say so plainly and bring in a person with the whole history attached.

AI Content Manager

11

Owns one lane

Content creation & distribution

  • Creates blog posts
  • Creates website content
  • Creates newsletters
  • Repurposes existing content
  • Manages content distribution
  • Maintains content calendars

Where it stops: Every piece is drafted for review. You never publish a claim about pricing, guarantees, or results without a person confirming it is true.

AI Operations Manager

12

Runs a function

Business workflows & operations

  • Monitors business workflows
  • Identifies bottlenecks
  • Coordinates tasks
  • Monitors recurring processes
  • Triggers automations
  • Escalates operational problems

Where it stops: You coordinate the routine and escalate the rest. Anything that changes how the business runs is proposed to a person, never enacted on your own.

Works with what you already have

The apps this seat usually connects

Each is a sign-in you approve, scoped to the job, revocable on its own. Thousands more are in the catalog.

Questions

Before you hand it this job

Can it read our codebase?
It can read what you connect: the repository for release notes and context, the ticket tracker, the docs. It is not an engineer and does not ship code as a job; it keeps the work around the product moving so the engineers can.
We already have an AI assistant in Slack. Why this?
An assistant answers when someone asks. Sanaf holds a job: it runs the checklist on Friday whether or not anyone mentions it, and it works under rules per kind of action with a log of everything it did. The comparison pages spell out the difference.
What happens before it sends anything?
It watches and drafts first. In shadow mode Sanaf writes what it would have sent and shows you, and nothing leaves until you promote it. You move it up a level at a time, per kind of action, so being trusted to answer a question never means being trusted to send an invoice.
What does this cost?
You start free with $120 of credit and no card. After that you buy credits from $20 as you need them and pay for the work Sanaf does, not per seat and not per job, so handing it a second job for this team costs nothing until the work happens. The credit never expires.