Reformat Labs

    AI agents that handle the work, so your team doesn't have to.

    02AI 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.

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    Key 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

    Anthropic
    OpenAI
    Microsoft
    Google
    Meta
    Mistral AI
    Our platform approach

    Our process

    How we deliver AI Agent Deployments

    01

    Use Case Definition

    We work with you to identify the highest-value workflows to automate, mapping inputs, outputs, and edge cases.

    02

    Architecture & Tooling

    We design the agent architecture - tool selection, memory strategy, orchestration, and integration points.

    03

    Build & Evaluate

    We build the agent with comprehensive eval frameworks to measure accuracy, reliability, and latency in real conditions.

    04

    Deploy & Monitor

    We deploy to production with full observability dashboards, alerting, and an agreed maintenance and improvement cadence.

    What you'll achieve

    Automated workflows liveProduction-grade agents handling real workloads from day one - not demos, not prototypes.
    Quantified time savingsMeasurable throughput gains, error-rate reductions, and hours reclaimed - reported from week one.
    Full observabilityDashboards, alerting, and audit logs that give you complete visibility of every agent action and decision.
    Ownership transferThe code, documentation, and operating knowledge - fully transferred so your team can own and evolve it.

    Why Reformat Labs

    What sets us apart

    Work with us

    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.

    FAQs

    Questions about AI Agent Deployments

    Can't find what you're looking for? We're happy to discuss your specific situation directly.

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    Our work

    See what we've built for businesses like yours

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    Interested in our services?
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    Speak with one of our advisers today - no jargon, no obligation. We'll be direct about whether we're the right fit.

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