Enterprise · Agrade Prestasi Sdn Bhd
AI adoption and agentic systems for companies.
Agentic workflows, custom MCP servers, document intelligence, and RAG knowledge systems — designed, shipped, and operated from Cyberjaya. MDEC-recognised technology company.
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What Agrade Prestasi builds
Five areas of work, each listed with typical use cases and the stack it is built on.
Agentic Workflow Engineering
Multi-agent systems that run end-to-end business processes.
Agrade Prestasi designs and ships multi-agent workflows that handle messy, multi-step processes without a human in the loop on every step — research, triage, drafting, review, escalation. Built with explicit state, observability, and rollback paths so the agents are accountable, not magical.
Use cases
- Sales-research agents that qualify leads overnight
- Compliance pipelines that pre-screen contracts and surface red flags
- Background ops agents that watch dashboards and act on thresholds
Custom MCP Integrations
Bespoke Model Context Protocol servers wired into your stack.
MCP is the cleanest way to give Claude (and other LLMs) typed, auditable access to your internal systems. Agrade Prestasi builds custom MCP servers that expose your APIs, databases, and tools to AI assistants without leaking surface area you don't want exposed.
Use cases
- Wire an internal product catalogue into Claude for support workflows
- Give a sales team Claude access to CRM, calendars, and quoting
- Connect engineering tools (Jira, GitHub, Sentry) under one MCP layer
Conversational Ops & Slack Automation
On-call routing, channel summaries, alert intelligence, standup digests.
Slack is where most teams already live, so it becomes the surface for AI-driven ops. Smart triage of alerts, daily standup summaries, channel-level briefings, and on-call escalation that actually understands context.
Use cases
- Auto-summarise busy channels into a morning digest
- Route inbound support tickets to the right on-call engineer
- Run weekly metrics retros without anyone writing them by hand
Document Intelligence & NLP Bookkeeping
Invoice OCR, expense categorisation, ledger drafting, contract review.
LLMs are exceptional at structured extraction when paired with a typed schema and a reviewer. Agrade Prestasi builds document pipelines that read your PDFs, classify line items, draft ledger entries, and flag anomalies before they hit your accounts.
Use cases
- Auto-process supplier invoices into your accounting system
- Extract clauses and obligations from a contract corpus
- Reconcile expense receipts against credit-card statements
RAG & Knowledge Systems
Searchable corporate knowledge powered by retrieval-augmented generation.
Your wiki, your tickets, your specs, your call transcripts — turned into a knowledge surface your team and your AI assistants can actually query. Retrieval, ranking, and citation done properly so answers come with receipts.
Use cases
- Internal Q&A over engineering docs and runbooks
- Customer-support copilots grounded in your knowledge base
- Onboarding assistants that know your codebase and conventions
How engagements work
Four steps from call to handover
No surprises, no scope creep, no reasoning yourself into 'one more month'. Each phase has a fixed shape and a clear exit — you always know where you are.
Conversation
30-min discovery call
Blueprint
Two-week strategy + architecture
Build
8–12 weeks · weekly demos
Operate
Optional retainer · CTO support
Engagement model
Recognition · Location
Built in Cyberjaya
Recognised by
MDEC
Malaysia Digital Economy Corporation — Technology Company status
Headquartered in
Cyberjaya
Galleria Cyberjaya, Selangor — Malaysia's tech corridor
Established
2024
Registered entity · Agrade Prestasi Sdn Bhd
Start a conversation.
Describe the workflow or system you have in mind. The first call is a discovery conversation, not a pitch.