Deflect tickets. Speed up support. Stay available 24/7
Deploy a multilingual AI support agent connected to your knowledge base to answer repetitive questions instantly, triage requests by intent and urgency, and help teams find the right procedures in seconds.
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MVP development services UK
Our Clients
Why choose Sigli?

Support teams waste time on repetitive “how-to” questions and internal teams lack reliable self-service — causing slow response times and growing operational cost.

We build AI agents that actually work in real organisations: connected to your knowledge base, able to search documentation in natural language, and able to triage tickets based on intent and urgency.

You get measurable outcomes fast: up to 40% ticket deflection, 24/7 multilingual coverage, and ~30% faster resolution time with intent-based triage and automatic article retrieval.

What We Do
Multilingual AI chatbot (customer or internal)

Answers repetitive questions instantly — across languages and teams.

AI search across documentation (NLP)

Natural language search over policies, manuals, product docs, and internal procedures.

Knowledge-base linking (internal + external)

Connects to existing content sources and retrieves the best answer with citations/links.

Smart ticket triage & automation

Detect intent and urgency, route to the right queue, and automate repetitive ticket steps.

Self-learning knowledge base

Interactions are re-indexed to improve accuracy and reduce content maintenance effort over time.

Channel rollout (web + internal tools)

Activate additional channels (web, Slack, Teams, WhatsApp) in days — not months.

Reduce support load without adding headcount
Deflect repetitive tickets, provide multilingual 24/7 coverage, and speed up resolution with intent-based triage and AI search across your knowledge base.
The Benefits of PoC & MVP Development With Sigli
Up to 40% ticket deflection
Repetitive “how-to” questions are solved instantly, reducing live-agent workload.
24/7 multilingual coverage
Serve customers globally without adding staff — improving satisfaction and loyalty.
Faster resolution times (~-30% AHT)
Intent-based triage + auto-retrieval of the right article speeds up responses.
Self-learning knowledge base
Every interaction improves indexing and answer accuracy over time.
Lower onboarding costs
New agents ramp faster using the same AI search to find procedures and policies.
Elastic scaling
Add languages or channels (web, Slack, Teams, WhatsApp) in days, not months.
Who we help
AI‑Driven Digital Transformation.
SaaS and product companies
AI‑Driven Digital Transformation.
Industrial services and equipment leasing
AI‑Driven Digital Transformation.
Global organisations
AI‑Driven Digital Transformation.
Companies with high internal complexity

SaaS and product companies

AI‑Driven Digital Transformation.
SaaS and product companies with high ticket volume and repetitive questions.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.

Industrial services and equipment leasing

AI‑Driven Digital Transformation.
Industrial services and equipment leasing with complex processes and dispersed knowledge across teams.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.

Global organisations

AI‑Driven Digital Transformation.
Global organisations supporting multiple languages and regions.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.

Companies with high internal complexity

AI‑Driven Digital Transformation.
Companies with high internal complexity where employees need fast self-service (HR, IT, operations, field teams).
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
How it works
Define the target outcomes
Ticket deflection, AHT reduction, CSAT targets, coverage languages/channels.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
Connect knowledge sources
Link internal/external documentation and define what the agent can answer vs escalate.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
Design intents and triage
Set up intent detection, urgency rules, routing, and automation steps.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
Launch with guardrails
Start with high-frequency questions and clear escalation paths to humans.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
Improve continuously
Re-index interactions, add content where gaps appear, and expand languages/channels as value is proven.
AI‑Driven Digital Transformation.
AI‑Driven Digital Transformation.
Case studies
Our solutions in action: client success stories
Implementing AI on One of the UK’s Most Popular Property Data Tools
Real Estate
Optimising
a No-Code Website Builder
E-commerce
SaaS Software Development
Reimagining Project Management With a Comprehensive Internal Solution
Custom Software
SaaS Software Development
Product/Discovery lead
Defines success metrics, user journeys, escalation rules, and rollout scope.
AI/LLM engineer
Builds retrieval, prompting, guardrails, and continuous improvement loop.
Data / integration engineer
Connects knowledge sources, ticketing systems, and channels.
QA / testing
Validates accuracy, safety, and escalation behaviour before scaling usage.
Support ops / enablement (as needed)
Improves KB structure and trains teams to use the agent effectively.
Under the hood: Examples of our tech
A robust tech stack powering every project we build.
Python
Natural
Language
Processing
Large
Language
Models
Classical
DataScience
Computer
Vision
BigData
Data Analysis
Backend
Database
JAVA
PHP
Node.js
.Net
Frontend
QA Technologies
Manual
Functional
Testing
Automation
Testing
UI/UX
Testing
Web & Mobile
Testing
API
TESTING
Infrastructure
Delivery process
Agile
Scrum
Discovery
Phase
CI/CD
Microservices
FAQ

What can the agent handle vs what should go to humans?

We start with repetitive “how-to” questions and structured requests, and escalate anything sensitive, unclear, or high-risk to a human.

Can it work in multiple languages?

Yes. Multilingual coverage is core — ideal for global teams and customers.

Will it improve over time?

Yes. Interactions can be re-indexed to improve answer accuracy and reduce content maintenance effort.

Can we add new channels later (Slack/Teams/WhatsApp)?

Yes. Additional channels and languages can be activated quickly once the core agent is working well.

Let’s get in touch
Fill out the form, and we’ll handle everything from there.
What happens next?
01
We’ll review your business needs and contact you.
02
We’ll review your business needs and contact you.
03
We’ll review your business needs and contact you.
04
We’ll review your business needs and contact you.
Contact us
Share your needs,and we’ll provide expert guidance.
At Sigli, we design and build software solutions that align with your business goals. Our process ensures a seamless journey from idea to delivery, helping you solve key challenges, streamline operations, and create real value.
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