Great demo, never reaches production
AI prototypes run on one laptop — no tests, no pipeline, nobody willing to sign off.
AXIOM · AI DELIVERY PLATFORM
From AI Prototypeto Systems That Ship
AI writes code fast, but enterprise systems need more than speed — they must be correct, secure, auditable and maintainable. AXIOM is how Extics delivers real systems with AI.
AXIOM
- AAgentic
- XeXecution
- IIntegration
- OOversight
- MMonitoring
SOUND FAMILIAR?
What organisations hit when they start building with AI
The AI doesn’t know your system
Generated code ignores your standards, business rules and core-system integrations.
No way to audit what the AI did
No audit trail, no test results — it can’t pass compliance or PDPA review.
WHAT ARE THE GAPS
4 gaps between “AI can write it” and “the business can run it”
Context Gap
AI must know your architecture, domain and standards — not guess them.
Guardrail Gap
Every agent action follows rules: check before tagging, verify at the far end before saying “done”.
Verification Gap
End-to-end tests in a real browser, with screenshots and reports you can hand to the client.
Delivery Gap
Tag-based releases to Kubernetes across environments — cloud or on-premise.
AXIOM closes all four gaps in one process
WHAT IS AXIOM
AXIOM isn’t an AI coder — it’s what makes AI deliver production-grade work
AI Coding Agents
- Claude Code
- ChatGPT / Codex
- Gemini
- Any LLM per your policy
Your team picks the AI tools your policy allows
AXIOM
Agentic · eXecution · Integration · Oversight · Monitoring
Production Systems
- Tested, with results
- Every change auditable
- Deployable to any environment
Auditable systems, ready for real use
WHAT'S INCLUDED
Every step, from context to production
Business & Domain Mapping
Map the real business flow and integrations before the first line of code.
- Application flow diagrams
- API contracts & core-team questions
- Compliance / PDPA checklist
Context Pack
Build the project’s “brain” that every AI agent reads before it works.
- Agent project guide
- Codebase knowledge graph
- Persistent agent memory
Parallel Agent Build
Multiple agents work in parallel on isolated worktrees, owned by an accountable engineer.
- Any LLM — no lock-in
- Custom skills for team standards
- Human review on every merge
AI-Driven E2E Testing
Agents drive a real browser on desktop and mobile through every scenario.
- Screenshot results for every scenario
- Test reports in DOCX / PDF
- API collections synced with Swagger
Governed Release
Releases with guardrails — nothing is “done” until it’s verified.
- Tag-based CI/CD
- Dev · SIT · UAT · Prod
- Auto change log on every deploy
Monitor & Evolve
Run the system after go-live with full observability and audit.
- Structured logging & tracing
- Append-only audit trail
- Handoff & runbooks
PROVEN CAPABILITIES
Every system ships with enterprise-grade capabilities
Building blocks we have already delivered in production — ready to extend into your business.
AI e-KYC
ID-card OCR, face match, liveness and government-registry checks.
e-Signature + OTP
Legally-sound e-signing with consent capture and OTP.
Payment Gateway
Multi-channel payments with automatic receipts.
Core System Integration
Connect core / legacy systems via an integration layer with timeouts, correlation and audit.
Document AI
Read, summarise and extract from documents; encrypted, versioned storage.
LLM & RAG
Chatbots and search over your own data with Vertex AI, Claude and Gemini.
PDPA & Audit
Append-only audit trail, RBAC and privacy by design.
Cloud / On-prem K8s
Helm, Kubernetes, Docker — runs in the cloud or your own data centre.
Multi-tenant SaaS
Schema-level tenant isolation, plans, permissions and 2FA for SaaS businesses.
Mobile Apps
iOS / Android with Flutter, plus PWAs — same codebase discipline and guardrails as web.
Realtime & Notifications
Realtime chat and sockets, notifications via email, SMS, LINE and push.
Device Integration
Connect on-site hardware such as QR / barcode label printers.
CASE STUDY 01
Digital insurance sales platform — delivered with AXIOM
An end-to-end life & accident insurance sales system: quotation → e-KYC → e-signature → payment → submission to the insurer’s core system. Built with AI agents under guardrails at every step.
200+
Auditable change records
10+
Agent worktrees in parallel
6
Payment channels
4
Environments: Dev · SIT · UAT · Prod
CASE STUDY 02
Currency-exchange booking platform — a small team, amplified by AI
Lock a rate online → pay by QR or bank transfer with slip verification → e-KYC / AML → collect at a branch. Plus a back-office CMS, realtime support chat and multi-channel notifications. Built in 4 months by AI agents working from a large Context Pack under a “docs before code” rule.
86%
of commits co-authored with AI agents
856
commits in 4 months
20
apps + shared packages in one monorepo
1,900+
automated test cases
DEPLOYMENT OPTIONS
Choose where your AI runs — even fully offline
Sensitive data? AXIOM runs on your own servers with open-weight LLMs on modest hardware, and keeps receiving new know-how from Extics.
Cloud
Fastest path, with frontier LLMs via API under your policy.
- Claude / Gemini / GPT
- Start immediately
- Best for complex work
On-prem / Offline
LLMs run on your own machines — no internet required.
- Open-weight LLMs on standard hardware
- Fully air-gapped capable
- Updates via signed AXIOM Packs
Hybrid
Routine work runs locally; heavy tasks go to the cloud where allowed.
- Routing by data classification
- Control token spend
- Same guardrails everywhere
HOW WE WORK WITH AI
AI-Accelerated Delivery. Human Accountability.
Expertise Before Automation
Engineers with 14+ years of experience design the system — AI accelerates, it doesn’t replace.
AI Proposes, We Decide
Every change goes through human review and tests before it merges.
Evidence, Not Claims
Nothing is “done” without results — tests, screenshots, logs at the far end.
FAQ
Frequently asked questions about AXIOM
How is AXIOM different from letting our team code with ChatGPT or Claude?
AXIOM is Extics’ method and tooling for AI agents that work on your system’s real context, under guardrails. Every change passes tests, human review and an auditable release — unlike ad-hoc AI coding, which usually produces prototypes that never reach production.
How good and secure is AI-assisted code?
Every change is reviewed by an accountable engineer, passes automated tests and guardrails before merge, and leaves an audit trail you can trace later.
Will our data leave our organisation?
Your choice: cloud, hybrid, or on-prem / offline with open-weight LLMs running on your own servers, so data never leaves your organisation.
Which LLM provider do we need?
No lock-in — Claude, ChatGPT / Codex, Gemini or open-weight models, according to your policy.
What kind of work is AXIOM best for?
Enterprise systems that integrate with core / legacy, compliance-heavy systems such as e-KYC, PDPA and payments, multi-tenant SaaS, mobile apps, and AI work such as RAG and chatbots.
How do we get started?
Talk to the Extics team to assess your use cases, then start with discovery and a small pilot before scaling up.
Ready to take your organisation into the AI era — with confidence?
Talk to the Extics team to assess your use cases and plan real AI adoption.
Contact us