Complex Support AI - High-Stakes Environments

Stop escalating.
Start knowing.
That's Kiku.

Kiku detects faults from live support conversations, surfaces expert-validated resolution paths in seconds, and captures every fix your team makes automatically. Your junior engineers resolve what used to require escalation. Your senior engineers stop answering the same questions twice.

Kiku Live - Agent ConsoleLive session
Kiku Live agent console showing a detected support fault and guided resolution

AUTO-DETECTED

Fault classified from live conversation with zero engineer input

CONFIDENCE: 95%

Expert-validated resolution path triggered instantly

CONFIGURATION-AWARE

Resolution grounded in this customer's product version and setup

SIMILAR CASES

Matched against validated historical fixes for this fault type

Own your knowledge graph

Take Back Control of
Your Support Knowledge

Kiku is an Agentic Resolution platform built for high-complexity B2B environments such as manufacturing, high technology, and utilities. It ingests documentation, historical cases, product issues, operational signals, and customer context into a governed knowledge graph, then activates that graph through model-agnostic GraphRAG and real-time resolution flows that fit your stack.

Kiku Platform - OverviewGoverned architecture

Content sources

CallsMeetingsDocsAPIs

Kiku Platform

GraphRAG + Dynamic Ontology
Metadata + Governance
Guided Support Workflows

Kiku Core

Governed knowledge graph across every source.

Customer Service

Graph-grounded support flows for internal agents and customers.

Kiku Live

Real-time guidance with closed-loop outcome learning.

AI expert for customer support

Not a chatbot.
Not a search tool.
Support AI.

Kiku works like an AI expert beside every support agent. It listens live, detects the issue before the agent searches, surfaces the right answer path, and validates whether the fix worked. For known repeat issues, Kiku can move from assisted guidance to one-click supervised action and eventually autonomous execution on your terms.

AI Operating ModesHuman-controlled automation

Issue context

Live speechTicket historyProduct stateCustomer profile

Agentic control

Assisted
Supervised
Autonomous

Assisted

Kiku surfaces ranked options; the agent decides and acts.

Supervised

Kiku proposes the action; the agent approves with one click.

Autonomous

Kiku executes high-confidence repeat fixes with full audit trail.

Additive intelligence layer

Keep your stack.
Make it resolve.

Kiku does not replace Salesforce, ServiceNow, Zendesk, Jira, or your CTI platform. It adds the missing live intelligence layer on top: real-time issue detection, graph-grounded guidance, and outcome write-back that keeps your support intelligence current across every system.

Kiku Additive LayerNo rip and replace

Existing systems

SalesforceServiceNowZendeskJira

Kiku Intelligence Platform

Live listening
GraphRAG
Outcome learning

Ticketing systems

Keep the workflow of record.

CTI + chat

Add live detection and real-time guidance.

Knowledge sources

Connect docs, cases, product issues, and customer context.

100%Interactions captured automatically·0Human authoring sessions required·50+Technical content types indexed·60%SME load reduced·30dTo first measurable improvement·95%Resolution confidence scoring·24+Language editions supported·5Autonomous agents running continuously·

The problem every enterprise has

Support context disappears
every single day.

High-complexity B2B support does not fit in a static article. When a product issue intersects with a customer's configuration, open cases, entitlement, and known defects, agents need an answer path that connects all of it in real time.

Agents search 4+ tools during live calls

Documentation, case history, product issues, email, and tribal memory while the customer waits.

+8 min AHT

22% of tickets escalate needlessly

L1 agents cannot find an answer path because static content does not model the relationship between product, case, and customer context.

+250% cost

Static content decays faster than teams maintain it

New product issues, case patterns, and customer context rarely make it back into the systems agents rely on.

0% captured

SMEs answer the same questions on repeat

40% of expert time goes to reconstructing answer paths that should already live in the graph.

40% wasted

Agentic AI with expert governance

Not a chatbot. Not a search tool.
Agentic support AI - with expert governance built in.

Kiku works like the most experienced engineer in your organisation, available on every call. Five agents work continuously - detecting faults, surfacing validated resolutions, capturing every fix, and improving the knowledge graph after every interaction. The agents do the work. Your SMEs own the knowledge.

A1

Resolution Agent

Detects the fault from live conversation. Surfaces the expert-validated resolution path instantly. Zero engineer search effort. Real time.

Real-time - Synchronous

A2

Knowledge Maintenance Agent

After every resolved interaction, generates a structured draft article automatically. Routes to the correct SME. Nothing publishes without expert review.

Post-interaction - Async

A3

Outcome Validation Agent

Tracks whether the resolution worked. Updates confidence scores automatically. The graph gets more accurate after every interaction without human management.

Post-outcome - Self-improving

A4

Capture Agent

Ingests technical docs, service bulletins, audio, video, meetings, and field reports. Extracts entities and relationships. Connects new knowledge to the graph automatically.

Continuous ingestion

A5

Gap Detection Agent

Tracks every failed search, every escalation, every fault type with no resolution path. Builds a prioritised content gap queue ranked by frequency and cost of not knowing.

Proactive - Background

Real deployments. Real numbers.

Not projections. Measured outcomes.

35%

Average AHT reduction across enterprise deployments

CONTACT CENTER · N=47

40%

Reduction in L2/L3 escalations, driving more first-call resolutions

ITSM + CC · N=31

$550K+

Annual ROI for a 20-agent team before upselling revenue

20-AGENT BASELINE MODEL

90d

Average time to first measurable ROI milestone

ALL VERTICALS · N=62

How Kiku is different

What no other platform has.

Generic AI stores what was said. Kiku knows what worked - validated by your experts, connected to your customer's specific configuration, improving with every interaction.

CapabilityFive9 / CTISalesforce AIMicrosoft CopilotKiku
Fault detection from live speechTranscription onlyPost-call summaryLimitedZero-click, real-time
Configuration-aware resolutionxxxAdapts to product model, firmware, customer setup
Expert-validated SME governancexxxSME review enforced, full audit trail
Outcome-validated confidence scoringxxxScores update when fix confirmed to work
Self-improving knowledge graphxPartialxImproves after every resolved interaction
Deployable in regulated environmentsNo governance layerLimitedLimitedRBAC, audit trail, SME approval workflow
Model-agnostic, stack-agnosticCTI onlySalesforce stack onlyMicrosoft stack onlyWorks across any stack

ROI Calculator

See your savings before you buy.

Every enterprise is different. Adjust the sliders to see what Kiku can deliver for your team size, current handle time, and escalation load.

Shared support graph

One governed knowledge graph across every source.

Documentation, historical cases, product issues, recordings, and customer context feed one continuously improving GraphRAG layer instead of fragmenting intelligence across disconnected tools.

Governed everywhere

Policy-aware retrieval wherever teams work.

RBAC, metadata, and policy-aware graph retrieval travel with the content whether it appears in live support, ticket workflows, search, or self-service.

Closed-loop learning

Every outcome makes the platform stronger.

Kiku combines dynamic ontology, GraphRAG, and outcome write-back so each resolved issue strengthens the graph and improves the next flow automatically.

Estimate your annual ROI

Number of agents25
5200
Avg. handle time (minutes)12 min
4 min30 min
Avg. agent cost ($/hour)$38/hr
$18/hr$80/hr

Estimated annual savings

$1.3M

Based on 30% AHT reduction · 40% escalation reduction

Book a demo and discuss

Book a personalized demo

See Kiku resolve your real support scenarios.

Instead of a canned walkthrough, we run a proof session around two or three of your actual support scenarios. You will see Kiku Live detect the issue, traverse your knowledge graph, guide the flow, and show how outcomes write back.

What to expect

30-minute proof session
Two or three of your ticket types
ROI model around your team

No slides. No stock examples. We tailor the session to your environment, your ticket types, and the outcomes your team actually needs to prove.

Book a demoROI report