Use cases / Workflow discovery

Start With the Business Workflow, Not the AI Product.

Find the closest operational outcome, then review the trigger, decision, action, systems, controls and human handoff that make the workflow production-ready.

Assess My Workflow Read the decision guides

Workflow opportunity console METHOD

TRIGGER What starts the work, and how often does it arrive?

DECISION What has to be judged, and against which rule or source?

ACTION What changes in a system when the decision is made?

CONTROL Who reviews, who approves and where does it stop?

PROOF What measurement would convince you it worked?

Patterns are labelled as representative. Quantified results are published only with baseline, period, method and approval.

Four buyer outcomes

Find the closest outcome, then the closest workflow.

Respond

Repeated inbound demand — calls, messages and status questions — answered from approved sources on the channel the customer already chose.

iVaak for customer care Contact centre workflows iCognito across channels

Qualify

Enquiries captured completely and routed to the right team, so the first human conversation starts with context instead of questions.

iVaak for real-estate enquiries iWac commerce journeys Enterprise AI & GenAI services

Resolve

Service work completed against eligibility rules, verified against explicit checks, and closed only when the evidence supports it.

TruFix verified resolution Managed help desk Manufacturing workflows

Decide

Preparation and evidence assembled for the person who has to make the call — reconciliation, exceptions, review and approval.

Governed agentic AI Finance workflows Legal review workflows

Workflow dossiers

Three documented patterns, in full detail.

Each dossier follows the same six sections: context, friction, design, authority, systems and measurement.

VOICE · CUSTOMER CARE Voice AI for a Customer-Care Queue That Never Empties. A high-volume support line where most calls are status questions and the rest need a person with context. Read the dossier VOICE · HEALTHCARE Voice AI for a Healthcare Front Desk. Appointment demand and repeat questions handled without touching clinical judgement. Read the dossier VOICE · REAL ESTATE Voice AI for Real-Estate Enquiry Qualification. Enquiries answered immediately and qualified before a negotiator picks up. Read the dossier