How Inteople built and operates ReplyFlow — an AI reply and workflow engine that resolves the routine, elevates human agents, and keeps people in control of every automated answer.
Support and sales teams face more messages, across more channels, at all hours — and most are the same handful of questions. Hiring linearly to keep up is unsustainable, yet generic chatbots erode trust with vague, off-brand answers customers don't believe.
ReplyFlow reads each conversation in context, drafts a reply grounded in the organization's own knowledge, and either sends it or routes it to a human — governed by a confidence threshold the team controls. Agents get AI assist; customers get fast, accurate answers.
We built the retrieval layer first — ingesting docs, FAQs and past conversations so every generated reply has a verifiable source.
A routing layer selects the right model per task, balancing quality, latency and cost, with structured outputs and citations.
We added confidence scoring and rules so teams decide what auto-sends and what a human reviews — automation never runs unchecked.
Connectors brought email, chat, social and messaging into one inbox and workflow.
An eval harness with golden datasets gates quality on every change; the platform runs multi-tenant in production under our operation.
Mobile view shown as an interface mock-up.
ReplyFlow shifts the economics of customer communication: AI carries the high-volume, low-complexity load while humans focus on the conversations that need judgment. Service stays fast and on-brand, around the clock, without scaling headcount in lockstep with volume.
Because every reply is grounded and every automation is gated by confidence, quality is measurable and controllable — teams can dial automation up as trust in the system grows.
Metrics are illustrative of typical automation potential; figures vary by deployment and will be replaced with published results.
The goal was never to remove people from support — it was to stop wasting them on the questions a machine should answer, and let them own the ones that matter.
We bring the same grounding, guardrails and evaluation discipline to partner AI builds. Let's scope yours.
Inteople