keelz for enterprises
Enterprise-grade AI
safe, auditable, connected to what you have
For organisations with sensitive data and systems already in place. We design the data path before any work starts, pilot one unit at a time, measure in numbers, and keep every step reversible.
Security & Governance
Security is designed first then the system follows
The questions IT, legal and the board will ask — answered as structure, not as marketing.
A person always approves what matters
Anything touching money, customers or sensitive data passes a human every time. AI prepares the work; people make the decision.
Auditable log
Every job records who drafted it, who approved it, when, and on what data — ready for internal audit to walk back through.
Data paths designed to PDPA
Before any work begins we define which data AI may see and which must never leave the organisation, and we will sign an NDA/DPA on your legal team's terms.
The model matches the data's confidentiality
General data can use a commercial API; confidential data uses an open-source model on your own servers. One model does not get forced onto every job.
Pilots you can roll back
Start with one unit and low-risk work; any system can be switched off and returned to the old way immediately. Nothing is bet on the whole organisation.
Your data never trains a model
Your data answers your work and nothing else — never used for training, never shared with another client.
Private LLM & permission-aware RAG
The language model lives in your house Nothing crosses the line
Staff can question contracts, policies and internal manuals, draft work, and connect agents — all of it inside your own network boundary.
- Installed on your own servers (on-premise) or a private cloud you control
- RAG within each user's permissions — people can only ask about documents they are allowed to see
- Open-source model or API, chosen per confidentiality tier
- Cost, performance and model updates looked after after handover
Your organisation's network boundary — data does not cross this line
Users
Individual staff
Permissions
Identity + document rights
In-house LLM
A model on your servers
Internal documents
Contracts, policies, manuals, databases
Answers always cite the source document, and every one is written to the audit log
Connects to your systems
The systems you already use none of them have to change
AI works through connectors and APIs into the systems your team already runs. No data migration, and nobody has to learn new software.
Enterprise cases
Real enterprise work 100–300+ people
Figures from real projects, with client details adjusted for privacy
Enterprise / legal · Enterprise · 300+ people
An in-house LLM that answers from your documents, with nothing leaving the company
-60%
Time spent finding documents
0
Data leaving the company
-45%
Repeat questions to legal
Factory & manufacturing · Mid-sized · 120 people
Purchase orders from email and LINE, into the ERP automatically
-25 hrs/week
Data-entry hours
close to zero
Keying errors
immediately
Production figures
Multi-branch retail · Mid-sized · 200 people
A leadership report at 07:00 every morning, with nobody writing it
0 hrs
Time spent on the report
07:00
Leadership sees numbers
same day
Branch problems surface
People & HR · Mid-sized · 150 people
Applications screened, interviews booked, everyone answered — inside a day
under 24 hrs
Time to reply to applicants
-12 hrs/week
Screening hours
-50%
Good candidates lost
How we work with enterprises
Start small, measure properly then scale with a system
One unit piloted, in 30 days
Pick low-risk work that is easy to measure, build it for real, connect it to the real systems, and let the front line use it first.
Measured in numbers
Hours and baht saved, accuracy, and what the people using it say — reported to leadership every month.
Write the governance playbook
Access rights, approval thresholds, data paths and the practice for the next unit — as your organisation's own document.
Scale one unit at a time, with internal champions
We train your team to run it, check it and extend it before moving to the next unit.
It starts with a conversation
Book a technical call 30 minutes
Bring your IT team or engineers — we are happy to talk architecture, data paths and integration directly. No charge, no commitment.