AI implementation for established businesses
Viste.ai finds the right operational problems, builds controlled AI systems and integrates them into the way your people already work.
INPUT
Customer requests arrive across 4 disconnected channelsOUTPUT
One accountable operating systemWhere we help
A paid discovery engagement that identifies where AI can create measurable operational value before major implementation begins.
Explore service →Turn corporate conversations into an accountable workflow with ownership, response visibility and controlled AI assistance.
Explore service →Help employees find grounded answers in approved information with sources, permissions and feedback loops.
Explore service →Reduce repetitive administration with extraction, validation, routing and exception handling built around the real process.
Explore service →Improve lead handling and follow-through while keeping commercial ownership with the sales team.
Explore service →Turn fragmented operational data into governed metrics, clear management views and useful exception signals.
Explore service →Not sure where to start
Describe where work gets stuck and receive an initial view of what to improve, what to measure and what should not be automated yet.
A conversation becomes a controlled workflow
A useful WhatsApp system understands the request, checks the right operational sources and prepares a safe next action. A person remains responsible for exceptions and approval.
Voice notes and messages become one structured request.
Availability, the CRM record and rate rules are consulted.
Nothing changes or reaches the customer until an owner reviews it.
Illustrative scenario · no client data
A family paid for four nights in Málaga, but their flight moved. They now need Seville tomorrow, Málaga two days later, connecting rooms, the same agreed rate and an invoice split between business and personal costs. Can you check availability, protect the rate, update both bookings and tell me what needs approval?
Availability exists at both properties. Connecting rooms in Seville require an upgrade, and the original rate cannot be carried over automatically. I have prepared two booking changes, a rate-exception request and an invoice split for review. Nothing has been sent or changed yet.
A system, not a gimmick
Every connection is scoped, permissioned and measured.
Solution Blueprints
Concrete examples of what we can design—not invented case studies.
Know who answered, how long it took and which customer is still waiting.
02Help support teams classify, investigate and answer with approved knowledge and human ownership.
03Answers grounded in approved documents, with citations and permission-aware access.
04Receive, classify, extract, validate and route documents with an auditable exception path.
A disciplined path
We make the operating case, controls and success measures explicit before technology spreads.
See how we work →Field notes
A practical filter for finding a useful, feasible and measurable first AI implementation.
3 min readThe operational visibility a corporate WhatsApp workflow can provide—and the boundaries it must respect.
3 min readWhy citations, access controls and content ownership matter more than a polished chat interface.
Start with the work
Bring us the workflow, the constraint and the outcome. We will tell you candidly what a sensible first step looks like.