Bots that know
when to stop
Retrieval-grounded agents that cite their sources, refuse anything they cannot ground, and escalate below a confidence threshold you set.
Most AI demos work because someone typed the happy path. Then a real customer asks something off-script and the bot invents a refund policy that does not exist.
Retrieval-grounded agents that cite their sources, refuse anything they cannot ground, and escalate below a confidence threshold you set.
What you get
- FAQ responder to action agent
- Trained on your live docs
- Source citation on every reply
- Confidence-based escalation
- Tool calling into your APIs
- Cost ceilings per conversation
- Full audit log
- Runs in your cloud account
| Starting from | $2,400 – $14,000 |
| Typical timeline | 2–8 weeks |
| Discipline | Automate |
| Markets served | 8 countries |
| Ownership | 100% yours on payment |
| Support after launch | 30 days included |
Written response within 24 hours. No card required.
See it working
Not a screenshot — a live build you can click through right now, in your
own browser, before you pay us anything.
AI Chatbots — questions answered
How do you stop it hallucinating?
Grounding plus refusal. The agent can only answer from retrieved context, and below a confidence threshold it stops and escalates. Better to say ‘I do not know’ than to be confidently wrong.
What does it cost to run?
Model usage is billed to your own provider account at cost — we never mark up tokens. A typical support agent runs $30 to $200 a month depending on volume.
Which model providers?
OpenAI, Anthropic and Gemini, chosen per task. Most production systems route cheap tasks to a small model and only escalate to a frontier model when needed.
What happens when a model deprecates?
Every build abstracts the provider behind an interface, so swapping is a config change and an eval run rather than a rewrite. We have migrated clients across three model generations without downtime.
Can it take actions?
A tier-3 agent can — book, refund, update records — inside permission gates you define, with a value threshold above which it hands to a human.
