Gurugram, December 2025 — SquadStack has launched Arya — its humanoid AI agent platform for enterprise customer support — claiming 85% First Contact Resolution (FCR) on complex Tier 2/3 queries that typically require human escalation.
Unlike chatbots limited to scripted flows, Arya combines voice synthesis, computer vision, long-term memory, and tool-calling to handle multi-turn conversations across phone, WhatsApp, and web. Early pilots with telcos and ecommerce brands show 3x faster resolution at 60% lower cost.
Why Humanoid AI > Traditional IVR
Legacy contact centers suffer three structural problems:
- Tiered escalation wastes 70% of agent time on Tier 1
- Context loss across channels (phone → email → chat)
- Peak capacity constraints during surges
Arya attacks all three through persistent memory — the agent remembers prior interactions, customer preferences, and resolution history across 30+ days. Vision integration lets it analyze screenshots, IDs, and invoices during calls.
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Technical stack:
text- Llama 3.2 (405B) fine-tuned on 10M support conversations
- RAG over enterprise KB + ticketing history
- Real-time speech-to-speech (no STT lag)
- Multi-modal tool calling (CRM, billing, inventory APIs)Enterprise Use Cases That Win
Telco churn prevention: Arya detects frustration signals in voice tone, offers retention offers proactively (saved 18% churn for pilot customer)
Ecommerce RTO optimization: Analyzes return photos + order history → approves/refuses with policy explanation (40% reduction in manual review)
BFSI KYC: Guides customers through document upload + verification via WhatsApp vision (3x faster than branch visits)
The SquadStack Evolution
Founded in 2021 as a contact center API layer, SquadStack pivoted to agentic AI after ChatGPT’s 2023 impact. Arya 1.0 handles 65% of Tier 2 queries autonomously, escalating only edge cases to humans.
Traction metrics:
text- 120 enterprise customers
- 500 agents deployed
- 98% CSAT (vs industry 82%)
- $8 ARR (doubling q/q)Why 2026 Is Humanoid AI’s Breakout Year
Three converging trends:
- LLM maturity enables true multi-turn reasoning
- Multimodal models unlock voice + vision workflows
- Cost pressure forces enterprises to re-platform contact centers
SquadStack wins by being vertical-first — telco, ecommerce, BFSI — rather than horizontal chatbot play. Integration with Zendesk, Freshdesk, Salesforce makes migration seamless.
Competitive Moat
vs Global players (Gong.io, Replicant.ai): India-centric pricing + local data sovereignty
vs Indian startups (Yellow.ai, Haptik): Deeper agentic capabilities + vision/memory
Signal for founders: Humanoid AI = voice + vision + memory + tools. Text-only agents lose.
Next milestone: 1,000 deployed agents by Q2 2026. Contact centers just got their first real AI upgrade.
