Everything your people need to know — one question away.
AIRIS · KNOWLEDGE, CONNECTED
Every answer,
with its receipts.
Ask AIRIS in plain language. It retrieves across your entire knowledge graph and answers with the exact sources attached — so every response is traceable and trusted.
AIRIS Assistant
live
Unlock knowledge
Surface what your company already knows.
Reduce search time
Answers in seconds, not hours of digging.
Boost productivity
Focus on work, not on lookup.
THE PROBLEM
Why teams can't find what they know.
We solve the frustrating problems every organization runs into — using the organization's own intelligence.
01
Less time wasted
“Employees spend an average of 5.3 hours a week — 28% of all working time — looking for the information they need, because they don't know where to look or who to ask.”
Employees ask AIRIS directly and reach the data their permissions allow, with sources attached — no time spent searching.
02
Knowledge stops walking out
“Every time someone resigns or retires, the information leaves with them. Knowledge sits with the employee, not with the organization.”
AIRIS connects organizational data automatically, with nobody having to maintain it, so the knowledge stays put.
03
No made-up answers
“Employees use AI tools outside the organization that aren't connected to the real data, so they get wrong information — and the damage shows up when they act on it.”
AIRIS is fully connected to your data. Every answer carries its source inside the organization, and nothing is guessed.
04
Control who sees what
“Employees use external AI tools and copy company data out to ask questions — a real risk of leaking data.”
AIRIS has no internet connection and works with your AD, so access can be set person by person.
05
No monthly fee
“Bringing AI into the organization is expensive and billed monthly, until it can't be paid for any more.”
AIRIS is charged once, with no monthly cost, and can be installed on a server the organization provides.
CAPABILITIES
Everything the engine can do.
Semantic search
Semantic search
Find files by meaning — not filenames — across OneDrive, SharePoint and on-prem servers.
Q&A with citations
Q&A with citations
Ask in plain language and get a grounded answer with the source files attached.
Login with AD
Login with AD
Connect directly to your company Active Directory via SSO. No new users to create.
User & role control
User & role control
Folder-level access per employee keeps sensitive data exactly where it belongs.
Integrated with IMS
Integrated with IMS
Works alongside IMS so people can search anywhere, anytime, at their fingertips.
HOW IT WORKS
Retrieval-augmented, end to end.
Ingest & embed
AIRIS indexes every document and converts its content into semantic vectors stored in a vector database.
Semantic retrieve
Your question is embedded and matched to the most relevant passages across the entire corpus.
Answer & cite
A grounded answer is generated with links back to every source document for verification.
DEPLOYMENT
Deploy it your way.
On-premise
RAG / Elastic · 16-core CPU · 64 GB RAM
GPU (optional) 1× NVIDIA T4 / L4 / A10
500 GB SSD · web server 4-core / 16 GB
AI Cloud
Managed, globally available
No infrastructure to maintain
Scales with your document volume
INTEGRATIONS
Connects to everything.
OneDrive
SharePoint
File Server
REST / SOAP
SQL & Oracle
IMS
Active Directory
And more
AIRIS supports many kinds of data source, so you can bring data from anywhere together in one place.
Share Drive
Online Share Drive
Share Drive
Online Share Drive
Connect files and folders from Google Drive and Shared Drive directly.
REST API
Any REST endpoint
REST API
Any REST endpoint
Anything with a REST API can be connected — ERP, CRM or a custom API.
Onedrive
Microsoft OneDrive
Onedrive
Microsoft OneDrive
Connects to your organization's OneDrive and SharePoint.
SQL Database
PostgreSQL, MySQL, MariaDB
SQL Database
PostgreSQL, MySQL, MariaDB
Connects to SQL databases inside the organization.
THE SYSTEM
This is the product, as shipped.
Two screens do the whole job: find the file, or ask the question. Both run on the same index, both respect the same permissions.
Hybrid search — semantic meaning plus keyword.
AIRIS runs semantic and keyword retrieval together, so results match intent as well as exact terms. Thai-language documents are fully supported.
Semantic + keyword, ranked together
Full Thai language support
Filter by type, owner and date
Search Files
Search files, documents…
User_Manual_v3.1_final_release.pdf
root · 3/25/2026
User_Manual_v3.0_changelog_update.pdf
root · 3/25/2026
User_Manual_v2.9_patch_note.pdf
root · 3/25/2026
Collection & filters
COLLECTION
User Manual
FILTERS
AIRIS Chat
COLLECTION
User Manual
FILTERS
Type
Search Files
Find documents, presentations, and files across the enterprise.
Search files, documents, images…
RESULTS (30)
hybrid · semantic + keyword
User_Manual_v3.1_final_release.pdf
/fileserver/Documents/user_manual/…
root
3/25/2026
User_Manual_v3.0_changelog_update.pdf
/fileserver/Documents/user_manual/…
root
3/25/2026
User_Manual_v2.9_patch_note.pdf
/fileserver/Documents/user_manual/…
root
3/25/2026
SOP คู่มือ การตลาด กิจกรรม บริษัท DOC
/fileserver/Documents/user_manual/…
root
3/12/2026
SOP คู่มือ แนวทาง บริหาร ทรัพยากรบุคคล
/fileserver/Documents/user_manual/…
root
3/12/2026
Answers on the spot, with the source attached.
AIRIS retrieves from inside your organization and summarizes an answer you can act on, with a link to the originating document so it can always be verified.
Every answer carries its citation
Recent queries kept per user
No guessing — no source, no answer
AIRIS Chat
More examples & recent queries
RECENT QUERIES
AIRIS Chat
AIRIS
AIRIS
AIRIS
AIRIS
RECENT QUERIES
WHITE LABEL IN PRODUCTION
Three customers. Three brands. One engine.
Each company runs the same AIRIS build under its own logo, colour palette and product name. The retrieval layer, permissions and integrations underneath are identical.
What gets re-skinned
Logo, product name, colour palette, typography, icons and light/dark themes map to the client's corporate identity, so the assistant reads as an in-house tool rather than a third-party add-on. The engine, integrations and data layer stay identical — only the skin changes.
SIAM KITCHEN
248 branches
KRUA AI
Laptop · docked in Excel
THANAKORN GROUP
4,200 staff
TG Console
File Access Control
Somchai Wattana
Finance Manager · Finance
Financial Reports
Legal Contracts
HR Records
Audit log · every retrieval recorded
Tablet · admin console
MOTORWORKS
36 centres
WORKS AI
MOTORWORKS
Phone · field app
Swipe to see each customer
What gets re-skinned
Logo, product name, colour palette, typography, icons and light/dark themes map to the client's corporate identity, so the assistant reads as an in-house tool rather than a third-party add-on. The engine, integrations and data layer stay identical — only the skin changes.
SIAM KITCHEN
248 branches
KRUA AI
Ask KRUA AI…
Laptop · docked in Excel
THANAKORN GROUP
4,200 staff
TG Console
File Access Control
What TG Console may retrieve per role
Somchai Wattana
Finance Manager · Finance
Financial Reports
Legal Contracts
HR Records
Audit log · every retrieval recorded
Tablet · admin console
MOTORWORKS
36 centres
9:41
5G
WORKS AI
MOTORWORKS
Phone · field app
WHY AIRIS IS DIFFERENT
Built for the organization, not the individual.
General AI tools are made for personal use and are not connected to real organizational data. Enterprise AI such as Microsoft Copilot or ChatGPT Enterprise stays bound to its own environment, and cannot connect to every kind of data an organization already holds.
AIRIS
Connects broadly — OneDrive, local drive, SQL, APIs
ChatGPT Ent. · Claude Co-work
Local files only
MS Copilot
Microsoft 365 only
AIRIS
Data stays inside the organization, no internet connection
ChatGPT Ent. · Claude Co-work
Data stored outside the company
MS Copilot
Data stored outside the company (Microsoft Cloud)
AIRIS
No monthly fee (self-hosted / private)
ChatGPT Ent.
$20–30 / user / month
MS Copilot
$30 / user / month (M365 add-on)
Claude Co-work
$25 / user / month
AIRIS
Built to capture and manage organizational knowledge
ChatGPT Ent. · Claude Co-work
Focused on personal use
MS Copilot
Tied to the Microsoft stack
Connectivity
Connects broadly — OneDrive, local drive, SQL, APIs
Local files only
Microsoft 365 only
Local files only
Privacy
Data stays inside the organization, no internet connection
Data stored outside the company
Data stored outside the company (Microsoft Cloud)
Data stored outside the company
Price
No monthly fee (self-hosted / private)
$20–30 / user / month
$30 / user / month (M365 add-on)
$25 / user / month
Use in the organization
Built to capture and manage organizational knowledge
Focused on personal use
Tied to the Microsoft stack
Focused on personal use
ACCESS CONTROL
Smart Access Control
Control access intelligently — from the user level all the way down to the knowledge level.
Login with AD
Login with AD
Employees sign in through the company Active Directory. No new accounts to create.
Knowledge Management
Knowledge Management
Data sources are grouped together into Knowledge, and access rights can be set per group.
Meta Data
Meta Data
Every file carries metadata that can be customised to fit how your organization works.
GOVERNANCE
A system designed for oversight and audit.
Not just usable — every action inside AIRIS has to be verifiable.
Always names its source
Always names its source
Every AIRIS answer attaches a link to the data it answered from, so you can be certain the answer came from inside the organization.
Fully auditable
Fully auditable
Every search and every question can be reviewed after the fact. Administrators can pull records per person to check accuracy or inspect how the system behaved.
Know your own data better
Know your own data better
AIRIS shows the most frequently asked questions and the most frequently retrieved documents, so you can analyse and plan around the knowledge your organization is missing.
SECURITY
Security to international standards.
AIRIS is built to international security standards to keep company data from leaking outside, and has already passed security review alongside leading organizations.
Data never leaves the organization
Deploy the system on your own server if you choose to.
GDPR & SOC2
Monitoring and retrospective inspection built in.
RBAC Controls
Connects to AD and controls what each employee can see.
Audit Logs
Check how the AI behaved and how employees accessed data.
GUARANTEE
Guaranteed by leading companies in Thailand.
“More than a system — a partner that understands your organization.”
Every organization has its own problems and its own goals. We work beside you and support you at every step, with more than 15 years of experience building enterprise solutions.
15+
years of experience
30+
organizations trust us
>100
projects delivered
Point AIRIS at your data.
See a live scan of your own document set in a 30-minute demo.
Try AIRIS first, and decide whether we're any good only after you've used it. We are specialists in connecting organizational data to AI systematically — turning scattered data into a real-time source of intelligence so your people can work at full potential.
we always work closely — since 2013
ADDRESS
C(Green) Building, Room C205, 2nd floor, Block 28, Wang Mai, Pathum Wan, Bangkok 10330
CONTACT US
083-610-6112
krittamuk@thecodefactoryteam.com
© 2026 The Code Factory Co., Ltd.
{ made with positive thinking }