can workAutomate manual processes with purpose-built AI agents and elevate your organization
Our agents hit the ground running thanks to native integrations across popular platforms †
Scope processes upfront, onboard agents, delegate permanently
Our agents interface with your organization like a new junior employee or contractor - no complex data models, csv uploads or lengthy integrations. Instead, you define your workflow, "process manual"-style, connect our agents to the relevant platforms with which they need to interact (i.e. accounting systems, email, Slack), and let them learn. Each agent is unique to your organization, and is extensible to cover edge cases as they arise in order to naturally scale with your organization. As a result, our agents combine the best of outsourced labor (ease of onboarding, cost effectiveness) with full software automation (scalability, full control, clean data exhaust).
* or let us build them for you using our white-glove service
Our agents take on responsibility for their assigned activities, and spring into actions based on external events (new email in the AP inbox, new customer AR ticket) or predictable schedules. This ensures no incoming invoices or tickets are left unattended, and reports are generated when they're needed. Interact with our agents only when you want to (to ask targeted follow up questions about a specific run), or when you want the agent to (escalations to a human team member in edge cases that you have not defined yet, or for high-stakes activities), depending on what works best for your organization.
Every activity executed by our agents is fully traceable and reproducible. Additionally, agents can be configured to self-document their actions in database entries or generate reports based on their activity - consistently and thoroughly. This enables more structured coordination between our agents and your team, allows you to managing entire subledgers autonomously in Lingon Labs, and prepares your organization for more comprehensive dashboarding and easier forecastability over time.
Automatically locate and retrieve invoices from multiple sources including email attachments, SharePoint repositories, Google Drive, Dropbox, vendor portals, etc. Our AI agents can process various formats including PDFs, images, XML, and even handwritten invoices, with intelligent deduplication to prevent processing the same invoice twice.
Don't see your use case? We can build custom agents for your specific needs.
Reconciliation agents fetch exports or API data from ERP, CRM, billing platforms, marketplaces, and tax tools. Where necessary, they log into portals to download the latest reports for a given period.
We leverage AI agents to automate complex business processes that traditional software cannot handle. Unlike rigid software that requires exact data formats, our agents can adapt to variations and make intelligent decisions, providing more flexible and comprehensive automation solutions.
We are a generalist agent platform that can be configured for a wide variety of use cases. That said, we do focus most heavily on the accounting side of the finance function - see our primary solutions. But our agents can also be configured to help with repetitive activities in the FP&A and strategic finance areas, and we are continuing to build out more capabilities in this area. If you would like to consider a design partnership opportunity in these areas, please contact us!
Agents provide intelligent automation that can handle edge cases, adapt to changing conditions, and work with unstructured data - all without requiring complex integrations or rigid data formats that traditional software demands.
Look for repetitive, time-consuming tasks that involve data processing, document handling, or rule-based decisions - we call it activities that follow a "process manual" that would be teachable to a new junior employee. Processes with high volume, clear outcomes, and measurable success criteria are typically excellent candidates for agent automation.
Our agents integrate with most major ERP systems directly via APIs. For less frequently seen options, we support integration via CSV, PowerBI or other types of data management tools, and in select cases, can connect through the browser. We work with your existing infrastructure to minimize disruption while maximizing efficiency.
We have a number of off-the-shelf integrations for key platforms in accounting, FP&A and broader business processes. Additionally, we are constantly expanding the list of available integrations and are open to prioritizing new integrations on requqest. Our agents prefer to work through APIs when available, but we can also automate through their web interfaces directly. This allows us to connect disparate systems and create seamless workflows across your entire software stack even when you use niche tools or internally-built systems that are otherwise hard to connect with.
Our agents can read, write, and manipulate Excel files directly. They can extract data from complex spreadsheets, generate reports, and even work with Excel files that have irregular formats or structures that would break traditional automation tools.
† Lingon Labs is an independent service and is not affiliated with, sponsored by, or endorsed by Intuit, Oracle, Microsoft, Google, Salesforce or any other third-party mentioned on this site. All trademarks are the property of their respective owners.
