AI & Automation
AI & AVA
Make AI useful, governed and operational through strategy, agents, workflow automation, knowledge assistants and AVA concierge experiences.
Problems we solve
Where we add value
AI strategy
There are many ideas but no prioritised roadmap
Rank opportunities by value, feasibility, data readiness, risk and organisational capability.
Automation
People spend too much time on repetitive knowledge work
Redesign workflows and introduce bounded automation or agents where value is measurable.
Governance
AI is being used without consistent controls
Define acceptable use, approvals, data rules, oversight, logging and incident processes.
Capability
What we do
- AI strategy and readiness
- AI opportunity discovery
- AI governance
- Agent and workflow design
- Knowledge assistants
- AVA concierge experiences
- AI-enabled customer journeys
- Integration with CRM and business systems
- Human-in-the-loop controls
- Managed AI optimisation
Outcomes
What good looks like
Priority
A manageable portfolio of AI use cases rather than disconnected experimentation.
Control
Clear rules for data, approvals, access, human oversight and monitoring.
Productivity
Automation directed at real work, with value measured after implementation.
Control 21 delivery model
Discover → Diagnose → Design → Deliver → Operate → Optimise
Discover
Clarify the problem, desired outcomes, stakeholders and constraints.
Diagnose
Assess current capability, evidence, risks, dependencies and opportunities.
Design
Define the target state, roadmap, governance and commercial approach.
Deliver
Implement the agreed change, technology or operating capability.
Operate
Support, monitor and manage the solution where ongoing operation adds value.
Optimise
Measure performance, realise benefits and continuously improve.
Representative engagement patterns
How the capability can be applied
Example
AVA customer concierge
Structure intake, recommend service pathways, support scheduling and hand off approved transactions to ecommerce or CRM.
Example
Internal knowledge assistant
Provide governed access to policy, procedure and operating knowledge with source-aware responses.
Example
Workflow agent
Automate a bounded administrative process with permissions, logging and human approval for material actions.
Examples are illustrative engagement patterns and are not presented as client testimonials or claims.
Connected capability
Bring in what the outcome requires
FAQ
Common questions
Does AVA replace staff?
AVA is designed to augment service and coordination, with human oversight and escalation where judgement or accountability is required.
Can AI connect to our existing systems?
Often yes, subject to security, permissions, data quality and available integrations.
How do you manage AI risk?
Use-case classification, least-privilege access, approved data sources, logging, human approval and ongoing review are built into the design.
Next step
What should your organisation do next?
Describe the problem to AVA or speak directly with Control 21 about a scoped engagement.