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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Services

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
StackLangGraphCrewAIAutoGenAnthropic SDKOpenAI SDK

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
StackMCP SDKTypeScriptOAuth 2.0Anthropic SDKOpenAI SDK

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
StackSlack Bolt SDKLangChainLangGraphVercel AI SDKCron triggers

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
StackLangChainAnthropic SDKOpenAI SDKpgvectorPostgres

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
StackLangChainLlamaIndexpgvectorVercel AI SDKAnthropic SDK

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.

01

Conversation

30-min discovery call

A conversation to establish whether this is a problem worth building.
02

Blueprint

Two-week strategy + architecture

You leave with a document you can hand to any team, including one that isn't Agrade Prestasi.
03

Build

8–12 weeks · weekly demos

Code is yours from contract day one. Friday demo, Monday plan, repeat.
04

Operate

Optional retainer · CTO support

Agrade Prestasi can stay on as your fractional CTO until your in-house team is ready.

Engagement model

Engagements are scoped and priced per project after a discovery conversation.

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

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