Technology & Automation

Assistants that resolve real questions and hand over cleanly when they should not try.

What this is

A bot people avoid is worse than no bot.

We build conversational systems across web, messaging and voice: support assistants grounded in your knowledge base, transactional bots that check orders or book appointments, and internal assistants for staff — integrated with the helpdesk and CRM behind them.

The reputational damage from an assistant that loops, misunderstands and refuses to escalate outweighs the deflection it achieves. Knowing what it should not attempt is a design decision, not a limitation.

01

Escalate early and cleanly

Reaching a person with the conversation attached should be easy, not a hidden last resort.

02

Ground every answer

Responses retrieved from your approved knowledge base, with sources, rather than improvised.

03

Transactions need integration

Checking an order or booking a slot means connecting to real systems, not describing how to do it.

Use cases

When businesses come to us for this.

Support handling the same questions all day

Out-of-hours enquiries going unanswered

Order status and appointment requests by phone

Staff searching internal documentation

Qualifying enquiries before they reach sales

What this is

What we actually do here.

01Retrieval-grounded support assistants
02Transactional and booking bots
03WhatsApp and messaging channel bots
04Voice assistants and call handling
05Helpdesk and CRM integration
06Multilingual conversation
07Escalation design and handover
08Conversation analytics and tuning

Technology

AI

  • OpenAI
  • LangChain
  • Vector databases
  • Whisper

Channels

  • Web
  • WhatsApp
  • Messaging APIs
  • Telephony

How it runs

A working rhythm, not a process deck.

01

Scope

The questions it should own — and the ones it must always pass to a person.

02

Ground

Knowledge base ingestion, structuring and refresh so answers stay current.

03

Connect

Helpdesk, CRM and operational integrations, plus a designed escalation path.

04

Tune

Real conversations reviewed weekly to close gaps and adjust boundaries.

What it should achieve

Outcomes worth measuring.

Common questions resolved without a person

Coverage outside working hours

Cleaner handovers with full context attached

Clear data on what customers keep asking

Questions

The things people ask.

Grounding in approved content, citing sources, defined scope boundaries, and testing against a question set before launch. It is configured to escalate rather than guess.