Define the right use case.
Align on users, source information and the outcome you want. Identify where an agent can assist and where human judgement stays essential.
DISCOVERY & SCOPINGPURPOSE-BUILT FOR FINANCIAL SERVICES
Intelligence,
put to work.
Bring the power of leading LLMs into the work that matters. AI agents for financial institutions, backed by fast access and hands-on technical expertise.
Start a conversation Explore our solutionsHONG KONG BASED. SOUTHEAST ASIA FOCUSED.Built around the way banks work
01 / PERFORMANCE
Less waiting.
More momentum.
<10ms
Access latency target
Network, location and workload dependent. Excludes model inference; validated during onboarding.02 / PARTNERSHIP
Leading models.
Human expertise.
From the first use case to day-to-day operations, work with a technical partner who understands your goals.
01 — PRACTICAL INTELLIGENCE
Designed for the work
behind every decision.
Make advanced language models useful in a financial context. We help you shape agents around your people, your information and your workflows.
RESEARCH & ANALYSISFrom information
From information
to a clearer perspective.
Explore how agents can help teams navigate lengthy reports, compare source material and prepare structured research briefs for human review.
- Summarise financial and market documents
- Compare themes across selected sources
- Prepare first drafts of internal research
ILLUSTRATIVE WORKFLOW● ● ●
Selected source material
A
Research agentOrganise · Compare · Summarise
✧✓
Structured research briefReady for your team's review
An example of a potential implementation, not a live product demo.
DOCUMENT INTELLIGENCEMake complex documents
Make complex documents
easier to work with.
Shape a document workflow that helps your team find relevant information, extract key details and assemble material for a qualified reviewer.
- Extract information from approved documents
- Compare wording and highlight differences
- Prepare review notes with source references
ILLUSTRATIVE WORKFLOW● ● ●
Approved documents
A
Document agentExtract · Compare · Organise
✧✓
Review-ready informationYour specialists make the final decision
An example of a potential implementation, not a live product demo.
CLIENT OPERATIONSGive your teams
Give your teams
a better starting point.
Explore agent-assisted internal workflows that help staff navigate knowledge, prepare responses and spend more time on the customer relationship.
- Find answers in approved knowledge sources
- Draft responses for staff to review
- Summarise interactions and next steps
ILLUSTRATIVE WORKFLOW● ● ●
Approved knowledge sources
A
Operations agentRetrieve · Draft · Summarise
✧✓
Assisted service workflowStaff review before customer delivery
An example of a potential implementation, not a live product demo.
02 — FROM POSSIBILITY TO PRACTICE
More than model access.
A technical partnership.
Start with a real business need. We work with your teams to define how agents fit, how people use them and how the implementation is supported.
Build the way you work.
Agree on the model, access method and integration approach. Evaluate performance and workflow fit with your technical and business teams.
ACCESS & INTEGRATIONMove forward with support.
Get practical guidance on using your agents, troubleshooting and refining workflows as your institution's needs evolve.
ENABLEMENT & TECHNICAL SUPPORT03 — A REGIONAL PERSPECTIVE
Rooted in Hong Kong.
Connected to
Southeast Asia.
AKURA TECHNOLOGY(HK) LIMITED is a Hong Kong company focused on bringing LLM agents to financial institutions.
Our primary customer focus is banks in Malaysia and Indonesia. We combine access to leading language models with the technical expertise to help teams put them to practical use.
Meet your next technology partnerA FEW THINGS TO KNOW
Clarity,
from the start.
How can our institution use your agents?
We start with your use case and agree on the appropriate access and integration approach with your team. Contact us to discuss your workflow, technical environment and user requirements. We also provide practical guidance on how to use the resulting agents.
Which language models do you work with?
Our offering centres on mainstream LLMs. The specific model family and configuration are agreed during scoping, based on your task, performance requirements and deployment constraints. Contact us for the options available for your project.
What does the less-than-10ms target mean?
It is an access latency target, not the time an LLM takes to generate a complete response. Actual latency depends on network conditions, location and workload. The applicable measurement method and performance are validated during onboarding; model inference time is excluded.
How do you approach banking requirements?
We discuss data handling, access, review responsibilities and integration constraints with your institution before implementation. Required controls and applicable obligations need to be evaluated for each project. Agents support your teams; outputs should be reviewed before use in consequential decisions.
What technical support is available?
We provide technical support for access, integration and agent usage. Support scope, availability and response expectations are agreed for your engagement. Start a conversation at Support@fc386.com.
LET'S BUILD WHAT COMES NEXT
Your next chapter
starts with a conversation.
Tell us what your team wants to achieve.
We'll help you explore the right path forward.