AI Support Automation
& Deflection
Support is the highest-cost, lowest-leverage operation in most SMBs. Your team spends the majority of their day answering the same questions, in different words, from different people. ADIRA deploys intelligent agents that handle resolution — instantly, consistently, at any volume — so your humans focus on the complex cases that actually require them.
Why Support Margins Erode at Scale
Headcount Creep
Every 20% growth in customer base typically requires a proportional increase in support headcount — unless you automate. Most businesses can't afford that ratio.
Repetition Tax
Analysis of SMB support queues shows 60–70% of tickets are variations of the same 15–20 question types. Every hour spent on these is an hour not spent on complex, high-value cases.
Speed Expectations
Customers today expect resolution in minutes, not hours. Manual queues can't compete. Each hour of wait time increases churn probability by up to 22%.
The ADIRA Support Intelligence Layer
Not a chatbot. A resolution engine trained on your knowledge, your tone, your policies.
Knowledge Base Ingestion
We ingest your existing documentation — help articles, FAQs, policy documents, past resolved tickets, product guides — and build a structured knowledge graph that the AI retrieves from accurately. This is what makes our system answer like your best agent, not a generic bot.
Intent Recognition & Scope Assessment
When a customer makes contact, the AI instantly identifies the intent (refund request, account issue, how-to question, billing dispute) and assesses whether it falls within automated resolution scope. Edge cases and sensitive situations are flagged for human handoff immediately.
Autonomous Resolution
For in-scope issues, the AI resolves — fully. This means looking up account data, processing refund requests within policy limits, resetting credentials, sending confirmation emails, and updating the CRM. Not just replying — actually closing the ticket.
Seamless Escalation
When a case exceeds the AI's scope, it hands off to a human with a full summary — customer history, sentiment, what was tried, and a recommended next action. The human never has to ask the customer to repeat themselves.
CSAT & Quality Monitoring
Every AI-handled interaction is scored for quality, accuracy, and customer satisfaction. Low-scoring interaction patterns are flagged for knowledge base updates. The system gets smarter with every ticket it touches.
Deflection vs. Resolution — We Choose Resolution
Traditional Chatbots (Deflection)
- ✗ Push customers to documentation links
- ✗ Fail on anything outside scripted flows
- ✗ Cannot take action — only provide information
- ✗ Generate frustration, not satisfaction
- ✗ High fallback rates to human agents
ADIRA Support AI (Resolution)
- Reads intent from natural language, any format
- Takes real action in connected systems
- Closes tickets — doesn't just redirect
- Maintains your brand tone and policies
- Intelligent escalation with full context
What's Included
Protect Your Support Margins.
We'll analyse your support queue, identify your top 20 ticket types, and model what resolution automation would save you.