APPLIED AI · CONVERSATION

Reasoning that answers,
not auto-replies that frustrate.

A grounded conversational layer that answers, qualifies, and routes — across web, WhatsApp, Slack, and Teams — using your knowledge as the source of truth.

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Conversation Bot
All channels Last 24h

Dashboard

Operations summary across every conversation bot module deployed in your tenant — last 24 hours.

Overview
MODULES LIVE
6
conversation bot stack
EVENTS · 24H
2.8K
99.7% first-pass
CONTAINMENT
87%
in-band
AUDIT TRAIL
100%
replayable
OPERATIONS · LAST 24H HANDLED ESCALATED
2,814 events handled
00:0004:0008:0012:0016:0020:00
MODULES · HEALTH 6 live · tap a row to inspect
Live conversations 128 Live
Channels 8 Live
Knowledge sources 14 Watch
Intents & tags 142 Live
Live-agent handoffs 24 Live
Eval suites 12 Live
RECENT ACTIVITY Live feed · updated 1m ago
14:45
Live conversations RESOLVING CONV-12388 · web — "How do I update my plan?"
14:38
Channels LIVE Web widget — agaro.ai/help
13:31
Knowledge sources SYNCED Confluence — agaro · product
13:24
Intents & tags LIVE rx_refill_intent — pharmacy queue
12:17
Live-agent handoffs PENDING PICKUP CONV-12386 · slack — "SSO reset · 3 attempts"
12:10
Eval suites PASS support-faq.v18 — 420/420 · 0 regressions
OPERATIONS · LIVE CONVERSATIONS

Live conversations

Active sessions across web, WhatsApp, Slack, Teams, SMS — same brain, every surface.

Overview
Active sessions
128
+24 vs avg
First-contact resolve
74%
+3 pts
Avg turns
3.1
on target
CSAT (30d)
4.6
/ 5
U
CONV-12388 · web 1m
"How do I update my plan?"
Resolving ↳ 2 turns
A
Agaro 2m
"Refund for order #4421"
Cited ↳ 3 turns
U
CONV-12386 · slack 3m
"Reset my SSO"
Live agent ↳ transferred
A
Agaro 4m
"Hours of operation?"
Resolved ↳ 1 turn
OPERATIONS · CHANNELS

Channels

Per-channel response styling and escalation policy. Same brain underneath, surface-tuned per channel.

Overview
Channels live
8
all healthy
Daily volume
4,128
across surfaces
Latency p95
480ms
first token
Cross-channel
36%
sessions resumed
U
Web widget 1m
agaro.ai/help
Live ↳ 2,108 sessions
A
Agaro 2m
+1 ··· 2841
Live ↳ 614 sessions
U
Slack 3m
agaro-support
Live ↳ 482 sessions
A
Agaro 4m
agaro · ops
Live ↳ 402 sessions
KNOWLEDGE · KNOWLEDGE SOURCES

Knowledge sources

Indexed documents, ticket histories, and product specs — RAG with citations users can click.

Overview
Sources
14
connected
Documents
8,402
indexed
Avg citations
2.4
per answer
Drift detected
2
rerank queued
U
Confluence 1m
agaro · product
Synced ↳ 1,402 docs
A
Agaro 2m
tickets · resolved
Synced ↳ 4,128 tickets
U
SharePoint 3m
engineering wiki
Synced ↳ 812 pages
A
Agaro 4m
ops runbooks
Drift ↳ 94 pages
KNOWLEDGE · INTENTS & TAGS

Intents & tags

Production intents and tags learned from conversations. Drift-aware, with one-click re-cluster.

Overview
Intents
142
+3 wow
Tagged sessions
94%
+1.2 pts
New intents · 7d
4
review
Confidence avg
0.91
p95 0.78
U
rx_refill_intent 1m
pharmacy queue
Live ↳ 482/wk
A
Agaro 2m
nurse line · triage
Live ↳ 128/wk
U
billing_intent 3m
auth + dispute
Live ↳ 94/wk
A
Agaro 4m
live agent · 1.2s
Live ↳ 12/wk
OPERATIONS · LIVE-AGENT HANDOFFS

Live-agent handoffs

Smooth transfers with one-paragraph summary, draft reply, and the model's recommended next steps.

Overview
Handoffs · 24h
24
12% of sessions
Context attached
100%
every transfer
Avg time-to-pickup
38s
−12s w/w
Re-asked basics
0%
never
U
CONV-12386 · slack 1m
"SSO reset · 3 attempts"
Pending pickup ↳ 00:18
A
Agaro 2m
"Billing dispute · escalate"
Picked up ↳ AE Marsh
U
CONV-12366 · sms 3m
"Cancel my plan"
Picked up ↳ Retention
A
Agaro 4m
"Out of coverage area"
Pending pickup ↳ 00:42
QUALITY · EVAL SUITES

Eval suites

Continuous evaluation against historical conversations. Regressions surface before they ship.

Overview
Suites
12
in CI
Pass rate
98.2%
+0.4 pts
Cases
4,128
curated
Regressions · 14d
0
clean
U
support-faq.v18 1m
420/420 · 0 regressions
Pass ↳ 4m 12s
A
Agaro 2m
94/94 · 0 regressions
Pass ↳ 1m 48s
U
red-flag-handoff.v6 3m
36/36 · 0 regressions
Pass ↳ 0m 38s
A
Agaro 4m
1,402/1,402 · 0 leaks
Pass ↳ 6m 18s
Channels · Acme Bank 8 surfaces · 1 brain
Draft Deploy agent
Live channels · 6 in production · 2 in pilot
M. Derek Editing…
Capabilities

What this module actually does in production.

01

Grounded in your knowledge

Retrieval over your documents, ticket history, and product specs — with citations the user can click through to verify the source.

02

Multi-channel parity

Same brain, every surface. The conversation that started on the website continues seamlessly in WhatsApp three days later.

03

Intent clarification

When a request is ambiguous, the agent asks one targeted clarifying question rather than guessing and apologizing later.

04

Live-agent handoff

Smooth transfer to a human with a one-paragraph context summary, draft reply, and the model's recommended next steps.

05

Refusal that's appropriate

Out-of-scope requests are declined with a routing recommendation, not a generic 'I can't help with that.'

06

Continuous evaluation

An evaluation harness runs against historical conversations after every model update — regressions surface before they ship.

Specifications

Engineered to a standard, not a slogan.

Channels
Web, WhatsApp, Slack, Teams, SMS, IG, FB, Email
Per-channel response styling and escalation policies, sharing one underlying brain.
Knowledge
RAG with citations
Indexes Confluence, SharePoint, Google Drive, Notion, Zendesk help center, and PDF/HTML uploads.
Languages
27 production-grade
Same coverage as Voice Agent. Auto-detection per session.
Latency
First token under 600ms
Streaming responses with progressive rendering for long answers.
Audit
Reasoning-trace replay
Every retrieval and every reasoning step logged and replayable.
Pricing
Per-conversation or per-seat
Volume tiers from 10K to 1M+ conversations per month.
Frequently Asked Questions · Conversation Bot

What buyers ask about conversation bot
— before they sign.

An enterprise conversation bot is a reasoning-grade AI agent that answers, qualifies, and routes across web, WhatsApp, Slack, Teams, and SMS — grounded in your knowledge base with citations, with smooth live-agent handoff when human judgment is required.
Yes. Every reply is grounded in your knowledge base with citations — built on retrieval-augmented generation (RAG) with continuous freshness pipelines.
Web, WhatsApp, Slack, Teams, SMS, and any custom channel via REST or SDK. Standard cloud or dedicated single-tenant deployment, depending on your data sensitivity.
Self-serve resolution rate (typically 60-78% on launch), CSAT, escalation accuracy, and revenue lift on commerce flows. We publish the dashboard from week one.

Deploy conversation bot
in one engagement.

A 30-day pilot will show you the integration shape, the operator experience, and the audit trail your accreditor will ask about — delivered by a senior engineering team that ships AI to production.

Begin Pilot