AI agents that handle the work, so your team doesn't have to.
02 — AI Agent Deployments
We design, build, and deploy production-grade AI agents that automate your most time-consuming workflows - integrated with your existing systems and built to compound in value over time.
Overview
What AI Agent Deployments means in practice
Our Agent Deployments practice moves beyond chatbots and demos. We build multi-step, tool-using AI agents that integrate with your existing systems, handle complex decisions, and escalate to humans when they should. Everything we build is fully monitored, tested, and ownership-transferred. Platform-flexible - we select the right model for each use case, not the one we're incentivised to sell.
Start the conversationKey benefits
Production-ready from day one
Our agents are built with observability, error handling, and escalation paths from the start - not prototypes dressed as products.
Deep system integration
We connect your agents to your existing tools, APIs, and data sources - so they operate within your real environment.
Human-in-the-loop by design
Every agent has clear handoff triggers. Automation handles the routine; humans handle the exceptions.
Powered by leading AI platforms - we're model-agnostic
Our process
How we deliver AI Agent Deployments
Use Case Definition
We work with you to identify the highest-value workflows to automate, mapping inputs, outputs, and edge cases.
Architecture & Tooling
We design the agent architecture - tool selection, memory strategy, orchestration, and integration points.
Build & Evaluate
We build the agent with comprehensive eval frameworks to measure accuracy, reliability, and latency in real conditions.
Deploy & Monitor
We deploy to production with full observability dashboards, alerting, and an agreed maintenance and improvement cadence.
What you'll achieve
Why Reformat Labs
What sets us apart
Evals-first development
We don't ship an agent until it passes a rigorous evaluation framework covering accuracy, edge cases, and failure modes.
Platform-flexible
We select the right model (Claude, GPT-4, Gemini, open-source) for each use case - based on performance, cost, and privacy - not commercial incentive.
Outcome accountability
We tie our engagement to measurable outcomes - time saved, error rates, throughput - not just deployment milestones.
Also from Reformat Labs
Explore our other services
FAQs
Questions about AI Agent Deployments
Can't find what you're looking for? We're happy to discuss your specific situation directly.
Get in touchOur work
See what we've built for businesses like yours
View all workReal Estate / Agent Deployments
22% more viewings handled - without adding headcount
Consumer Services / Agent Deployments
From 4-hour response times to under 90 seconds
Retail / Agent Deployments
Triple the campaign output - same team, no extra budget
Legal / Agent Deployments
First-pass contract review down from 90 minutes to 11
Financial Services / Agent Deployments
Client review prep time cut by two-thirds
Healthcare / Managed Services
Zero patient-facing outages in 12 months for a four-site physio group
PropTech / Application Development
A full platform rebuild delivered in 14 weeks
Dental Practices / AI Workshops
A practical AI workshop that led to a funded implementation plan
Trades / Agent Deployments
Quotes in 20 minutes instead of half a day
Legal / AI Consultancy
A clear AI roadmap for a 25-person law firm - in six weeks
Start the conversation
Interested in our services?
Get in touch.
Speak with one of our advisers today - no jargon, no obligation. We'll be direct about whether we're the right fit.
