ElevenLabs v4 vs v3 vs Flash v2.5: Which Model Should You Use in 2026?
20 Oct 2026 · 10 min read
ReadWe build and implement AI powered workflows automating support and service operations end to end.
Setup, automation rules, SLAs and AI-powered triage, configured around how your support team already works.
Freshdesk — agent workspace

The workflow changes by sector, the implementation discipline does not. We start where the manual work is heaviest.
Our customers were hanging up on a voice that sounded robotic. The team rebuilt our ElevenLabs setup and delivered a warm, natural voice that callers actually trust. Engagement improved almost immediately, and we couldn't be happier.
John Smith
Product Manager, a leading US insurance provider
We needed a voice that sounded both human and trustworthy for sensitive financial conversations. Their ElevenLabs implementation was smooth and fast, and the result feels like talking to a real advisor. Our users noticed right away.
Michael Carter
Head of Customer Experience, a fast-growing US fintech company
Their team integrated ElevenLabs into our customer support flow in just a few weeks. The voice is friendly, natural, and perfectly on-brand. Shoppers get quick answers, and our support team finally has room to breathe.
Daniel Reyes
Director of Digital Operations, a national retail brand
Traditional
We audit your current setup, configure workflows, automation rules and SLAs around your team, and layer in AI-powered triage and copilot features — then test everything before rollout.
We scope the voice use case, build and train the agent on your content, connect it to Freshdesk or Freshservice where it needs to act, and handle testing and rollout end to end.
No. AI agents take the repetitive, high-volume work so your team can spend its time on the cases that genuinely need a person.
Most implementations move from kickoff to a working pilot in a few weeks, depending on workflow complexity and how many systems we integrate with.
Yes. We integrate with the stack you already run, or help you stand it up from scratch — we do not ask you to replace what already works.
We follow your data residency and compliance requirements and design the voice workflow around them from day one, rather than retrofitting controls afterwards.
A 30 minute scoping call. We map your current workflows, identify what can be automated first, and tell you honestly what a pilot would take.