AI Chatbots & Assistants
An assistant that resolves, or hands over cleanly.
Support volume grows faster than headcount, and the same twenty questions account for most of it. We build assistants that live where your customers already are WhatsApp, your site, your internal channels grounded on your real documentation, with hard boundaries on what they may do alone.
You're probably here because of one of these.
If none of them sound familiar, this may not be the right service for you and we would rather say so on the first call.
- The same questions get answered manually, hundreds of times a month.
- Customers wait overnight for an answer that exists in a document.
- Your current bot deflects tickets without resolving anything.
- Handovers to a human start from zero and the customer repeats themselves.
- Nobody can tell you which intents the bot is actually good at.
The four things that make it hold up.
Grounded on your content
Answers come from your documentation, policies, and ticket history not from a model's general impressions of your industry.
Hard action boundaries
We define exactly what the assistant may do unsupervised. It never improvises a price, a refund, or a commitment.
Escalation with context
When it gives up, the human gets the full transcript, what was already tried, and why it escalated.
Per-intent measurement
Resolution tracked intent by intent, so you can see where it earns its keep and where it should not be trying.
How the engagement actually runs.
Five steps, roughly six weeks to production. You see working software in week two, not a status deck.
- 01WEEK 1
Mine the real conversations
We read your actual ticket and chat history to find the intents that carry the volume. The roadmap comes from your data, not a generic list.
- 02WEEK 1–2
Draw the boundaries
We agree in writing what the assistant may do alone, what needs confirmation, and what always goes to a person. This conversation is the whole project.
- 03WEEK 2–4
Build and ground it
Retrieval over your documentation, tool access to the systems it needs, and the escalation path wired end to end.
- 04WEEK 4–5
Evaluate before launch
We run it against held-out real conversations and score it per intent. Anything below the bar ships disabled rather than shipping badly.
- 05ONGOING
Watch and widen
Start narrow on the intents it handles well, then expand as the evidence supports it. Every widening is a measured decision.
Everything, in your environment.
Not a demo account you lose access to. The system runs where you run things, and the documentation is yours.
- Assistant deployed on WhatsApp, web, or your internal channel
- Retrieval index over your own documentation
- Escalation path into your existing helpdesk
- Per-intent evaluation report and quality dashboard
- Full conversation audit trail
What clients ask first.
Most engagements use more than one.
Tell us the workflow that costs you the most.
Thirty minutes, no pitch deck, no discovery fee. You leave knowing whether ai chatbots & assistants is the right call including if it is not.