AI Customer Support
AI Customer Support AgentsSupport agents that resolve — not just deflect.
Macsons builds L1/L2 support agents that actually finish tickets — reading your knowledge base, taking action on your systems, and handing off to humans only when it matters.
The problem we solve
First-generation support bots deflect tickets by frustrating customers. Modern support agents read policy, take action and know when to escalate — with the audit trail your ops leaders demand.
Capabilities
What we deliver
Every capability is production-grade — designed to run in your environment, under your controls, against your KPIs.
Knowledge-grounded answers
Retrieval over your KB, product docs and past tickets — with confidence scoring and citations.
Action-taking agents
Order status, refunds, address changes, plan swaps — executed under scoped permissions.
Multi-channel
Web chat, WhatsApp, email, in-app and voice — one brain, one memory.
Escalation & handoff
Human handoff with full context, transcript and next-best action pre-populated.
Quality analytics
Automated QA on every conversation, with weekly ops reviews and improvement backlog.
How We Work
The Macsons delivery method
A disciplined delivery model — value first, risk-managed, measured against outcomes you signed up for.
01
Baseline
Analyse volumes, intents and containment vs. cost.
02
Build
Retrieval, tools, guardrails, evaluation harness.
03
Pilot
Contained rollout with shadow, then live under supervision.
04
Scale
Expand intents, channels and autonomy under measured quality.
Use Cases & Outcomes
Where this pays off
- E-commerce order, refund and returns support
- Telecom balance, plan and troubleshooting support
- SaaS product and billing support
- Bank card, statement and dispute support
- 30–70% ticket deflection on target intents
- Faster first-response and resolution times
- Higher CSAT and lower cost-to-serve
- Cleaner escalations for your human team
Outcomes are indicative across comparable Macsons engagements. Every deployment is scoped to your baseline and validated with your data.
FAQ
Common questions from enterprise buyers
Do you replace our ticketing system?
No. We integrate with Zendesk, Freshdesk, Salesforce Service Cloud, Intercom and custom stacks.
How is quality controlled?
Every conversation is scored against rubrics; failures feed a weekly improvement cycle. You see the dashboard.
Related Capabilities
Services we combine on this engagement
Where we deploy this
Industries served
Talk to a Macsons AI architect
Book a free 30-minute session. We'll map the highest-ROI application of this capability in your operation — and tell you honestly if AI is the wrong answer.