A construction company scales growth with 18 AI agents, not new headcount.
Manifest delivered 18 AI agents in 24 weeks, across pre-construction, construction, financials and insights, on one integrated platform.
SectorConstruction
Agents18 AI agents
Delivered in24 weeks
18AI agents, delivered in 24 weeks
Headline resultOne integrated platform
12 months became 50
18AI agents
24 weeksto deliver all 18
$2.4Mheadcount savings over 5 years, 3 FTEs
$4.0Mavoided IT build costs over 5 years
01 · CHALLENGE
Double-digit growth, without growing headcount.
The CEO set an ambitious five-year growth agenda with double-digit targets and a clear intent to become a market leader. That meant supporting rapid growth without adding headcount, including much faster quotation turnaround, with the aim of tripling the number of tenders the business could respond to.
The existing platform, a bespoke in-house system built after SaaS options proved costly and incomplete, could no longer support that scale or pace. Building an AI platform in-house would have been slower, riskier and far more expensive.
triple the tenders, same team
02 · APPROACH
18 agents on one platform.
Manifest was selected to deliver 18 AI agents in 24 weeks, with a dedicated local consulting and delivery presence in Australia and deep AI engineering. The platform was assessed as enterprise-grade and superior to the alternatives, and traditional Big 4 offerings were significantly more expensive without the value the CEO wanted.
TEAMLocal and globalDedicated delivery presence in Australia.
PLATFORMEnterprise-gradeAssessed as superior to alternatives.
COMMERCIALSBetter valueBig 4 offerings cost significantly more.
03 · OUTCOME
Growth without adding headcount.
Faster quotations and much higher tender capacity, without expanding FTEs. Workflows are automated on one integrated platform across data, documents and applications, avoiding the cost and risk of an in-house build.
The CEO put recruitment on hold when the deal was done, and the initial 12-month engagement was extended to a 50-month commitment.
Key agents, from tender to site.
6 of 18 agents
AGENT 01Opportunity Scanner
Captures tenders across portals and scores them by fit, value and region.
AGENT 02Quote Builder
Builds an itemised bill of quantities from scope, pulling historic rates and supplier pricing.
AGENT 03Bid Response Agent
Auto-checks compliance matrices, reuses past wins and flags gaps.
AGENT 05Contract Management
Manages customer and supplier contracts, tracking terms, expiries and compliance.
AGENT 15Compliance & Reconciliation
Two-way matches AP, audits rates and anomalies before invoicing, and queues exceptions for review.
AGENT 11Incident & OHS Registers
Tracks safety actions and risks to support site-level compliance.
In their wordsCustomer voice
“Every day, I am approached by AI providers offering me individual agents. Manifest AI is the only organisation that has come to me showing how agents and data come together as an integrated story on one platform for enterprise.”
Chief Executive Officer· Leading Australian construction company
Ready to move from pilot to production?
Pick one high-value use case. We run a proof of value with no disruption, measurable results and a clear path to scale, in under two months.