
Agentic AI, deployed inside engineering and construction. A digital workforce working alongside the FSA team — automating delivery in a domain the typical SaaS playbook has never reached.
FSA is an engineering and construction software business, serving capital-intensive industries with forensic schedule analytics, SAP and Oracle integration, Autodesk-aligned BIM, and claims and EoT — domains where the typical SaaS playbook has never reached. 440Hz Labs partnered with FSA to optimise the flow from Design to Delivery with Applied Inference — collapsing a fragmented stack into a single experience, deployed through multi-agent workflows that work alongside the FSA team.
FSA operates in a business-critical domain where the underlying technology is changing faster than the work itself. Employees were navigating a growing constellation of systems — SAP, Oracle, Autodesk, Neo4j, and a widening field of AI tools — while clients demanded more innovation with every brief.
The signal was clear: 14 years of domain excellence, genuine integration depth, a real place in the market. But the operating reality had become too noisy. Context-switching between tools. Opaque AI spend. A Lead-to-Cash flow that had quietly stretched from a sprint to a slog.
440Hz Labs consolidated FSA's operating experience into a single surface, powered by autonomous multi-agent workflows and anchored on three principles: One Inference across all systems, one end-to-end workflow from lead to cash, and an observable pipeline where every model call, hand-off, and cost centre is visible in real time.
Each principle is realised by autonomous agents — ideating, designing, building, and testing on behalf of the team. Not tools FSA operates. Agents that operate on FSA's behalf.

PLACEHOLDER I've spent fourteen years turning engineering and construction complexity into signal. What 440Hz delivered wasn't another tool — it was leverage on that expertise. Our agents now work across the business, and I'm free to orchestrate rather than operate. PLACEHOLDER
David Pritchard· Managing Director & Founder · FSA
Three solutions, delivered by an autonomous workforce, orchestrated by the founding team.
Agents deployed and configured a ubiquitous identity layer across every surface FSA touches. One login. Every tool. Enterprise-grade from day one.
A modern front-end, shipped on Vercel. Agents handled scaffold, component system, and deploy pipeline — the team reviewed, signed off, went live.
Website copy, launch assets, campaign creative, sales collateral — produced by agents running Claude Cowork alongside the founders. Minutes, not months.
Five outcomes. One compounding result — an Applied Inference stack that keeps paying back.
Enhancing the Vision-to-Value flow — reducing the distance and complexity from a founder's brainstorm to the customer's hands. Fewer tools, fewer hand-offs, fewer silences between them.
A more efficient cost model, achieved by removing the silos of AI. Interconnected systems share knowledge across the stack — dramatically reducing the re-prompting tax that fragments most AI deployments.
Cutting the time it takes data to move from source to destination — SAP to Primavera to Autodesk to the agent layer. The gap between decision and execution is now measured in seconds, not sessions.
Real-time visibility into performance — measuring the output of each agent against its resource constraints. Token burn, latency, accuracy, spend. Nothing unmeasured. Nothing unaccounted for.
A system that is trusted and secure by design. Auth0-backed identity, role-based access, governed model routing. Enterprise-grade resilience without enterprise-grade friction.
The stack deployed for FSA — enterprise integrations, graph data, identity, and the Applied Inference layer that ties it all together.