Architecture How it works Book a call →

Agentic support infrastructure
to resolve.

Five AI agents plugged into your existing stack — not a chatbot, but a system that improves your product every single day.

78%
Auto-Resolved
<12s
First Response
5
AI Agents
See it in action
Architecture
Salesforce
Salesforce
Zendesk
Zendesk
Intercom
Intercom
Freshdesk
Freshdesk
CAS-2291 · P1 · Churn Risk
"We're evaluating cancelling our enterprise contract. Our team hasn't seen the ROI we expected."
A1
Triage Agent
A2
First Response
A3
Deep Diagnosis
A4
Feedback Loop
A5
Doc Updater
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How it works

Five agents. One system. Every ticket makes your product smarter.

01
Plugs into your existing stack

Connect to Salesforce, Zendesk, Intercom, or Freshdesk in under an hour. No migration, no rip-and-replace. Your team keeps their existing tools — we sit on top and add a full intelligence layer that starts learning from your ticket history on day one.

02
A1 classifies every ticket in 200ms

Before any human sees a ticket, A1 has already assigned priority (P1–P4), categorised the issue, scored its complexity, and applied your orchestration rules — VIP account bypass, billing dispute routing, churn signal escalation. All of this happens in under 200 milliseconds, on every single ticket, around the clock.

03
78% resolved with zero human touch

A2 pulls the right knowledge base article, matches your user's account context, and sends a complete personalised answer — not a link dump. It only fires at 95%+ confidence. Anything below that goes to A3 with full diagnostic context already loaded, so no time is wasted rebuilding the picture.

04
Complex cases: AI drafts, human approves

A3 handles billing disputes, technical escalations, and anything sensitive. It pulls account history, billing records, and changelog data, then drafts a complete reply with supporting evidence. Your engineer or support lead reviews it in one click — typically under four minutes from ticket creation to customer reply.

05
Every ticket improves the product

A4 and A5 run in parallel to the whole pipeline, continuously. The Feedback Loop flags bug patterns and CSAT drops to engineering before they become crises. The Doc Updater keeps your knowledge base current so A2's auto-resolve rate keeps climbing week over week. Support becomes a product intelligence engine.

Resolve tickets
before humans wake up.

78% of incoming tickets are resolved autonomously in under 12 seconds. A2 searches your knowledge base, matches account context, and sends a complete personalised answer — only at 95%+ confidence.

1.0  Resolve →
💬 Zendesk·TKT-4401P3 · Onboarding
"Can you help me set up SSO with Okta? I've followed the docs but the SAML response keeps failing."
A1
Triage Agent
Onboarding · medium complexity · Business plan · routes to A2
Routes to A2
A2
First Response
Okta SAML guide matched · Business plan SSO confirmed · confidence 96%
Auto-resolved
Ticket closed
Full SAML setup guide + video walkthrough sent. Resolved in 11 seconds.
11s

Complex cases get
a human in 4 minutes.

When confidence drops below threshold, A3 pulls full account history, billing records, and changelogs — then drafts a complete reply for one-click approval. Your team reviews, not researches.

2.0  Escalate →
📧 Salesforce·CAS-2291P1 · Billing
"I was charged twice for my annual plan. My card shows two transactions of $299 from this morning."
A1
Triage Agent
Billing dispute · P1 · over $200 threshold → skip A2, route to A3
Escalated
A3
Deep Diagnosis
Duplicate charge $299 confirmed · Stripe webhook duplication · draft ready
Draft ready
HR
Human review
Billing lead confirms refund · approves reply · sends in Stripe
Sent in 3 min

Every ticket makes
your product smarter.

A4 surfaces patterns — bug clusters, CSAT drops, volume spikes — to engineering before they escalate. A5 rewrites stale KB articles so A2's auto-resolve rate keeps climbing week over week.

3.0  Learn & Improve →
A4 · Feedback Loop
Pattern detected
12× API migration errors in 48h
A4
A4 · Feedback Loop#engineering2:14 PM
🚨 12× API migration errors detected in 48h — spike above threshold. Ticket cluster flagged for eng review.
Onboarding friction
10 users · 'Connect your data source' step · +340% above avg
A4
A4 · Feedback Loop#product2:15 PM
⚠️ 10 users complained about 'Connect your data source' in the last 7 days — +340% above threshold. Step may need copy or UX review.
A5 · Doc Updater
Article rewritten
v1→v2 migration guide updated
✓ Published
FAQ drafted
"Why was I charged twice?" — new entry
✓ Approved & live
Screenshots flagged
Okta SSO guide — 8 outdated images
→ Content lead review
Ticket volume · last 7 days
tickets today
spike detected
auto-resolved
live
Go live

Plug in, train,
and go.

Your team keeps their existing tools — we sit on top and start resolving from day one.

Connect
1 day
Plug into Salesforce, Zendesk, Intercom or Freshdesk via OAuth. No migration required.
Configure
2–3 days
Define routing rules, escalation thresholds, and VIP bypass conditions.
Train
3–4 days
Agents learn from your ticket history, knowledge base, and account data.
Test
4–5 days
Shadow mode — agents run in parallel with your team, you review every decision.
Deploy
1 day
Go live. Tickets start resolving automatically from hour one.
"

These guys saved us extensive time and effort handling customer support for our AI startup. Issues are solved more quickly and with lower costs. We can focus on shipping while also receiving categorized feedback from clients.

Alan Kashkash
Alan Kashkash
Chief AI Officer, AIrecruit Inc.

Resolve issues fast.|

We've done this for 35+ startups. Let's make yours the next one.

Book a call →