MosAIc: The AI Built Into Attriqs CRM
MosAIc is the AI CRM assistant built into Attriqs CRM, woven through the pipeline, inbox, automation, and reporting. It works two ways: alongside you, setting your CRM up, drafting and summarizing email, and surfacing the next best action on each deal; and on its own, as a set of MosAIc agents that run on a schedule, watch for stalled deals, unrouted leads, and customers slipping away, and bring each one to you as a proposal. Agents propose, people decide: nothing is written to your CRM and no customer is contacted until you approve it, and every proposal cites the records it came from and can be undone in one click.
Your next best move, right on your Home
MosAIc meets you the moment you sign in. Your Home shows a MosAIc insight card and a clear pipeline overview, so you see your daily brief and the single most useful thing to do next before you go hunting. The same assistant rides along on every deal, recommending the next move with the reasoning behind it.
- A MosAIc insight card on Home gives you a daily brief and what to act on first
- See your pipeline overview and where deals stand at a glance
- On every deal, MosAIc surfaces the next best action with a short reason
- Each recommendation is logged, so there is an audit trail of what to do and why

Drafts and summaries, with you in control
MosAIc works right in the composer: draft a fresh email from a record, suggest a reply, or tighten and shorten what you have written. It can turn a long thread into a few clear sentences so anyone can pick up the conversation. You review and confirm before anything sends, and MosAIc never auto-sends, which is what makes it [assistive AI rather than the autonomous kind that acts on its own](/blog/assistive-vs-autonomous-ai-crm/).
Agents that work your pipeline while you are busy
Assistive AI waits to be asked. MosAIc agents do not. Each agent runs on a schedule you set, looks for the things that quietly cost you revenue, and brings what it finds to one approval inbox as a proposal you can accept, edit, or dismiss. Every proposal shows its working: the records it read, why it is raising this now, and exactly what will happen if you accept.
Agents propose, people decide
The reason most AI agent rollouts fail is that they were trusted to act alone. MosAIc agents are built the other way around. An agent can read everything it needs, but it cannot write to your CRM, assign a lead, or contact a customer on its own. It proposes, you approve, and if you change your mind the change reverses cleanly.
Know which channels bring customers worth keeping
Most CRMs can tell you where a lead came from. Attriqs CRM tells you what those leads went on to become. MosAIc reports on the customer value sitting behind each acquisition source, so you can put your team on the leads and your budget on the channels that produce customers who stay, not just the ones that produce the most sign-ups.
Set up, kept current, and included in every plan
MosAIc shapes your [pipeline](/crm/features/deals-pipelines) around how you sell during onboarding, fills custom AI fields from the context already on a record, and answers plain-English questions about your data. It is woven through your [inbox](/crm/features/unified-inbox), [automation](/crm/features/automation-journeys), and [reporting](/crm/features/reporting-dashboards), and it is included in every plan, not a paid add-on.
Want the playbook on the concept itself? Read our guide to what a CRM is.
Frequently asked questions
What does MosAIc do across Attriqs CRM?
MosAIc is the AI CRM assistant in Attriqs CRM. It sets your CRM up around how you sell, keeps records current with AI attributes, surfaces the next best action on each deal, drafts and refines email and summarizes threads, and answers questions about your data. The same assistant works across the pipeline, inbox, automation, and reporting.
Does MosAIc send messages on its own?
No. MosAIc drafts emails, suggests replies, and recommends next steps, but you review, edit, and confirm before anything is sent. MosAIc never auto-sends. Nothing goes out without your click.
What are MosAIc agents?
MosAIc agents are the part of Attriqs CRM that works without being asked. Each agent runs on a schedule you control, watches one specific thing, and proposes what it thinks should happen next. Today that covers pipeline hygiene, lead triage, account briefings before meetings, churn win-back, and duplicate detection. Every proposal arrives in a single approval inbox with the records it is based on, so you can check the reasoning before you accept.
What is the difference between assistive AI and autonomous AI agents in a CRM?
Assistive AI waits for you to ask: you open a draft, request a summary, or click for a recommendation. Autonomous agents run on their own schedule and bring work to you. Attriqs CRM does both, but draws a hard line at action: an agent can read anything it needs and decide something is worth raising, yet it cannot write to your CRM, assign a lead, or contact a customer until a person approves it. That approval step is what separates a useful agent from an expensive mistake.
Can MosAIc agents change my CRM data without me?
No. Agents propose, people decide. Nothing is written to your records and no customer is contacted until someone on your team clicks accept. Anything you do accept can be undone in one click, and the undo deliberately refuses to overwrite a change a person made afterwards. You can also switch any agent off instantly.
How do I know an agent is not making things up?
Every proposal has to cite the records it came from, and the citations are clickable, so you can open the deal, contact, or call it is based on and check for yourself. An agent that cannot ground a suggestion in your data does not make one. You can also see how often each agent is accepted versus dismissed, so an agent that is not earning its place is easy to spot and turn off.
Which channels bring the most valuable customers?
That is the question MosAIc's customer-value reporting answers. Rather than counting leads by source, Attriqs CRM looks at what those leads went on to be worth, so you can see which acquisition channels produce customers who stay. Paired with Attriqs Attribution, it closes the loop from first click through to repeat revenue, which is something a CRM on its own and a marketing analytics tool on its own both struggle to do.
How does MosAIc decide the next best action on a deal?
MosAIc looks at where each active deal stands, recommends the next best action to keep it moving, and writes the recommendation, with a short reason, to the deal and your inbox. You decide whether to act on it, and there is an audit trail on every recommendation.
What are AI attributes?
AI attributes are custom fields MosAIc fills in from the information already on a record, on a trigger like record created, field changed, or manual refresh. The result is cached and only recomputed when the underlying context changes, so your data stays current without manual entry.
Is MosAIc included, or is it a paid add-on?
MosAIc is included in every Attriqs CRM plan. It is built into the product and woven through the pipeline, inbox, automation, and reporting, not a separate paid add-on or a higher AI tier you have to buy on top. The MosAIc agents, which work your pipeline on a schedule rather than alongside you, come with your plan rather than as a paid extra. The pricing page shows what each plan includes.
How do I get started with MosAIc?
Attriqs CRM is in early access. Request access on the CRM page and we will set you up, bring your data across, and let MosAIc shape your CRM and start surfacing next best actions.
See it on your own data
Attriqs CRM is in early access. Request access or book a quick walkthrough, and MosAIc will help you get set up.