Blog
Insights, guides, and news about AI-powered customer support, voice agents, and contact center intelligence.
The Real Cost of Running a Contact Centre in 2026: A Line-by-Line Decomposition
Everyone quotes £4–£8 per call. Nobody shows the actual maths. Here's every line item, from salary to software to the attrition cycle that bleeds you dry — and what the number looks like when AI handles 70% of the volume.
Aashi Garg 
AI Voice Agents for ISPs: The Complete Guide to Deploying Conversational AI in Telecom Support
Everything an ISP CTO or operations director needs to know about AI voice agents — how they work, what they integrate with, what containment rates are realistic, what they cost, and how to deploy without ripping out your existing infrastructure.
Aashi Garg 
The Death of the SaaS Model: Why the Next Decade Belongs to Owned AI Infrastructure
SaaS made sense when software required vendor-managed infrastructure. AI changes the equation. Compute costs are falling. Deployment complexity is decreasing. Data sovereignty requirements are increasing. The logical endpoint is owned AI infrastructure, not rented SaaS.
Aashi Garg 
The HELIX Manifesto: Why AI-Native Development Is a Discipline, Not a Feature
Most companies use AI to write code faster. We use AI as the second strand of DNA in every system we build. Here's the methodology — open, documented, and free to use — that lets a 3-person team outbuild organisations of 50.
Aashi Garg 
The Missed Call Crisis in UK Law Firms: How Much Revenue Are Solicitors Losing to Voicemail?
A 3-partner practice misses an average of 6 calls per day. 80% of those callers never leave a voicemail. At £2,500–£10,000 per instruction, the annual revenue leak is six figures — and nobody is measuring it.
Aashi Garg 
Why ISP Support Doesn't Scale: The Structural Problem Nobody Talks About
Subscriber growth is linear. Support cost growth is not. Here's why every ISP hits a wall at 10K, 50K, and 100K subscribers — and the only model that breaks the pattern.
Aashi Garg 
How AI Voice Agents Are Transforming ISP Customer Support
Discover how internet service providers are using AI voice agents to cut call handle times by 60%, reduce churn, and deliver 24/7 support without adding headcount.
Aashi Garg 
Before You Deploy a Voice AI Agent: The 6-Point Success Readiness Checklist
A build-ready checklist for intent, outcomes, knowledge, guardrails, integrations, and measurement. TL;DR Lock the top 10–20 intents and define what the agent must not handle. Write business outcomes...
Stop Chasing 100% Occupancy in Support Teams
A GZP Reality Check Humans plateau near 85%. Software can run near 99%. The win comes from designing the handoff. TL;DR • Human agents rarely sustain much above ~85% occupancy without quality loss...
Why Service Level Planning Collapses in a Chat-and-Message World
A GZP Field Guide Traditional queue assumptions hide the true constraint: attention, context switching, and aging backlog. TL;DR Erlang C was built for a single real-time queue where one agent...
The math on seasonal staffing: why paying for idle capacity 8 months a year doesn’t make sense when…
A GZP Operator Playbook The math on seasonal staffing: why paying for idle capacity 8 months a year doesn’t make sense when AI scales to zero When demand swings hard, the cheapest “capacity” is often...
60% First-Contact Resolution Is Not “Okay.” It Is a Cost Multiplier
A GZP Reality Check When four out of ten customers come back, every queue, handoff, and exception gets more expensive. TL;DR 60% FCR means 40% of issues are still open after the first contact, which...
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