One governed platform for every agent, workflow and audit.
One governed platform for every agent, workflow and audit.
One governed platform for every agent, workflow and audit.
Encore brings your agents, knowledge sources, integrations, and workflows onto one platform. Every answer traces to a governed source. Every decision is auditable end-to-end. Resolve real customer interactions with the speed and accuracy that regulated industries depend on.
When your AI tools don't coordinate, your customers notice.
When your AI tools don't coordinate, your customers notice.
When your AI tools don't coordinate, your customers notice.
For your CX operations team
For your compliance team
For your technical team
How Encore's AI Orchestration works.
Encore's AI Orchestration is built on a Knowledge-First architecture: source content ingested and structured into governed knowledge, retrieved deterministically through Programmed Intelligence, and executed across the systems your contact center already runs.
Universal Data Ingestion
Knowledge Structuring
Intelligent Knowledge Management
Integration and Automation
Enterprise Workflow Automation
Knowledge-first. Not model-first.
Knowledge-first. Not model-first.
Knowledge-first. Not model-first.
Most multi-agent and orchestration platforms are LLM-first: every agent generates probabilistically at runtime, so every handoff is a new chance for an error to enter the chain. Errors compound. By the time a multi-step workflow finishes, the answer the customer receives may bear little resemblance to the source of truth — and there is no clean way to trace where the drift started.
Encore is built differently: Knowledge-first, LLM-optional. Every agent in the orchestration draws from the same governed Knowledge Engineering layer. Programmed Intelligence governs how agents coordinate, hand off, and escalate, with every decision traceable to the source content. A multi-step interaction resolves with the same +98% accuracy as a single-step one, because every step is reading from the same verified source.
Encore is also model-agnostic by design. The underlying LLM can change without changing the answer your customer gets, because the answer wasn’t generated by the model — it was retrieved from the governed knowledge layer.
Every orchestration decision is auditable.
Every orchestration decision is auditable.
Every orchestration decision is auditable.
Safe means the AI will not cause harm. Auditable means a regulator, a CISO, or a Chief Risk Officer can examine why the orchestration produced a specific outcome and get a complete answer.
Every agent action, decision path, and data source traces to its governed source in the Knowledge Engineering layer. Role-based access controls separate compliance, CX, and IT scopes. Configurable data residency meets regional regulatory requirements. And each step is governed by Programmed Intelligence. The AI cannot go off-script because it wasn’t scripted in the first place — it was retrieved.
Built on twenty years of governed AI in regulated industries.
Built on twenty years of governed AI in regulated industries.
Built on twenty years of governed AI in regulated industries.
Inbenta has built a two-decade history of running coordinated AI in regulated environments — the same engineering DNA Encore is built on.
See your AI agents, workflows, and data running on one governed platform.
FAQs
FAQs
FAQs
Common questions about AI orchestration.
AI orchestration is the layer of an enterprise AI platform that coordinates multiple AI agents, knowledge sources, models, and systems so they work together as one governed experience. Done well, it produces accurate, auditable, end-to-end resolution.
A workflow builder sequences steps. An LLM chaining tool sequences model calls. Neither one governs what happens between the steps. AI orchestration coordinates governed AI agents, knowledge sources, and integrations as a single architecture, so the answer at step five traces to the same governed source as the answer at step one. Encore is built for that standard. Most orchestration tools are not.
Agentic AI orchestration coordinates autonomous AI agents — each capable of taking action — through one governance layer. In regulated CX, this matters because every agent action becomes a potential compliance event. Encore's Programmed Intelligence governs how agents coordinate, hand off, and escalate. Every decision traces to the governed Knowledge Engineering layer. Agentic capability without the audit trail is a liability.
Yes. Encore connects to 850+ pre-built integrations covering Genesys, Salesforce, IBM, ServiceNow, Zendesk, and the rest of the enterprise stack. The AI does not replace your contact center infrastructure — it coordinates what you already run into a single governed flow. No rip-and-replace.
Encore is knowledge-first, LLM-agnostic. Every agent in the orchestration retrieves from the same governed Knowledge Engineering layer rather than generating answers at runtime. Programmed Intelligence governs each handoff. A multi-step workflow resolves with +98% accuracy because every step reads from the same verified source.
Encore was purpose-built for regulated industries. The architecture maps to CFPB, EU AI Act, SOC1, SOC2, and HIPAA auditability requirements. Every orchestration decision traces to its governed source. Our production deployments include some of the most regulated financial services and healthcare environments in operation today.
Source content is ingested and converted into governed intents in 30 to 60 minutes. Initial deployment runs in days, not months — typically +75% faster than alternatives. The orchestration layer integrates with your existing stack rather than replacing it.
For enterprises shaping customer experience.
