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Home/Case Studies/Professional Services
Integra Advisory Group

How a 35-Person KL Advisory Firm Reclaimed 65% of Partner Time with AI

Integra Advisory Group modernised their client operations with an AI-powered CRM, automated document processing, and an intelligent proposal generator — reducing onboarding from 14 days to 3 and adding RM320K in incremental revenue without a single new hire.

-65%

Partner Admin Time Reduction

3 Days

Client Onboarding (down from 14)

+40%

Proposal Win Rate Increase

RM320K

Incremental Revenue in Year 1

The Challenge

Integra Advisory Group is a Kuala Lumpur-based accounting and business advisory firm serving mid-market Malaysian companies. Despite strong client retention and a reputation for personalised service, the 35-person practice was hitting a growth ceiling caused entirely by internal operational drag. Partners and senior managers were spending an estimated 60% of their billable hours on administrative tasks: manually chasing client documents, reformatting financial data into engagement templates, and drafting proposals from scratch for each new prospect. New client onboarding — from signed engagement letter to first deliverable — took an average of two weeks, a timeline that was causing friction with corporates used to faster service. The firm's leadership recognised that without unlocking capacity, they could not add headcount fast enough to grow revenue, and any delay risked losing mid-market clients to the Big 4 firms offering digital portals.

Our Solution

  • Deployed a purpose-built AI-powered CRM configured for professional services workflows, replacing fragmented spreadsheets and email threads with a single source of truth for client relationships, engagement status, and document version control.

  • Implemented an automated document processing pipeline using OCR and LLM-based extraction to ingest client-submitted financials, identify missing items, and auto-populate engagement workpapers — reducing manual data entry by over 70%.

  • Built an AI proposal generator trained on Integra's historical winning proposals, capable of producing a fully structured, client-specific engagement proposal in under 20 minutes versus the previous 3-hour manual process.

  • Integrated a client sentiment analysis layer that monitors email response patterns and flags at-risk relationships for proactive partner outreach before issues escalate.

  • Delivered a 6-week internal adoption programme, including workflow redesign workshops, to ensure the technology embedded into daily practice without disrupting the firm's high-touch client relationships.

The Impact

The engagement was structured as a TechShift consulting retainer co-supported by the SME Digitalisation Grant under MDEC, which offset 50% of the implementation cost and made board approval straightforward. Within 90 days of full deployment, Integra's partners reported reclaiming meaningful hours each week — time that was redirected into high-value advisory mandates rather than administrative overhead. Client feedback on the new onboarding experience was uniformly positive, with several long-standing clients noting that the faster, more organised intake process actually increased their confidence in the firm's capabilities. The RM320K revenue uplift in the first year came primarily from two sources: the capacity freed allowed partners to take on four additional mid-market clients without adding headcount, and the improved proposal process increased the win rate on competitive pitches by 40%, validating that speed and quality of response directly influences procurement decisions in professional services.

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