Encore AI

Encore AI

Encore AI is an enterprise agentic platform that deploys AI agents built to generate revenue from customer interactions across voice, chat, IVR, and form-fill. Its patented Interaction Mining technology studies an organization's top performers, extracts the behaviors that drive results, and deploys them as AI agents. Encore AI agents run in Autopilot for autonomous end-to-end journeys or Wingman for real-time coaching alongside human reps, operating across channels and languages to qualify leads, convert prospects, onboard, upsell, and recover balances. It is positioned explicitly against deflection-oriented support bots and aimed at regulated enterprises, most of them financial institutions. Its canonical domain is gainencore.ai; the company was formerly branded Insait IO.

Production credibility: Encore AI was founded in 2022 by CEO Dr. Dvir Ginzburg, who holds a PhD in geometric deep learning and previously researched recommendation systems at Microsoft. It raised a $30M Series A led by Team8, with Planven and The Garage, announced July 29, 2026, alongside commercial banks and insurers that were customers first. The company states more than 40 enterprise customers, mostly financial institutions, with ARR up more than fivefold since seed; those figures are its own. Its distinguishing IP is Interaction Mining, which models top-performer behavior for revenue-generating interactions.

Key Features

• Patented Interaction Mining that models top-performer behavior
• Autopilot mode for fully autonomous customer journeys
• Wingman mode for real-time coaching of live human agents
• Omnichannel coverage across voice, chat, IVR, email, and live form-fill
• Multi-language support
• Compliance orientation for regulated financial-services environments
• Self-testing and auto-optimization of agents
• A focus on revenue per interaction rather than call deflection

Ideal Use Case

Encore AI fits banks, lenders, and insurers that want AI agents to lift conversion, upsell, and balance recovery rather than merely deflect calls. It suits regulated contact-center operations needing compliance and human-in-the-loop coaching. It is a weaker fit for a company that only wants a deflection-focused support bot, since Encore AI is built around revenue generation.

How Encore AI differentiates

Unlike deflection-first customer-experience vendors, Encore AI is explicitly built to increase revenue per interaction, and its Interaction Mining IP focuses on replicating top human performers. Regulated-industry compliance and dual autonomous and coaching modes are its core differentiators, and it should not be confused with the unrelated encore.ai domain.

FAQ

Q: What is Encore AI? A: Encore AI is an enterprise platform whose AI agents generate revenue from customer interactions across voice, chat, IVR, and form-fill, using patented Interaction Mining to model top-performer behavior.

Q: What is its correct domain? A: gainencore.ai. Encore AI was formerly branded Insait IO, and it is unrelated to the separate encore.ai domain.

Q: How is it different from a support bot? A: Deflection-first bots aim to reduce calls; Encore AI is built to increase revenue per interaction, qualifying, converting, upselling, and recovering balances rather than only deflecting.

Q: What are Autopilot and Wingman? A: Autopilot runs fully autonomous customer journeys, while Wingman provides real-time coaching alongside live human agents.

Q: Who funds Encore AI? A: It raised a $30M Series A led by Team8, with Planven and The Garage, announced in July 2026. It was founded in 2022 by Dr. Dvir Ginzburg.

tl;dr

Encore AI is an enterprise platform whose AI agents generate revenue from customer interactions across voice, chat, IVR, and form-fill, using patented Interaction Mining to model top performers, in Autopilot or human-coaching Wingman modes. It raised a $30M Series A led by Team8, serving mostly financial institutions. Best for banks and insurers wanting revenue-focused agents; its domain is gainencore.ai (formerly Insait IO).