Grounded answers
Responses are informed by the policies, knowledge and account context that matter.
Capability / 01
Conversations that move work forward.
Assistants for customers and teams that can understand intent, use the right context, take action in connected systems, and bring people in when judgement is needed.
Built for the real work
Designed around how your team makes decisions.
A useful assistant is more than a chat window. It needs to understand the language your customers use, retrieve the context that changes the answer, and know the limits of what it should do on its own.
We design the conversation, the information it can access and the operational handovers together—so the assistant feels like a considered part of the service, rather than another channel to manage.
Useful action
The assistant can retrieve information, update systems and start the next step rather than simply drafting a reply.
Clear handover
When a person needs to take over, they receive the full conversation and relevant context.
How we approach it
Map the conversation
We identify the repeated questions, decision points and moments where a customer or colleague needs a human response.
Connect the context
Knowledge, account data and approved actions are connected with explicit rules for what the assistant may use.
Evaluate and improve
Real conversations are reviewed against resolution, quality and escalation measures before the system is expanded.
Technology approach
The tools are selected for the work, not the other way around.
Language models
- OpenAI
- Anthropic
- Google Gemini
- Mistral AI
- Kimi
- Qwen
- DeepSeek
- Llama
Channels & systems
- Web chat
- Voice
- Customer support platforms
- CRM and internal tools
Controls
- Conversation evaluation
- Guardrails
- Human escalation
- Observability
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