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Bumblebee

Solution

AI Agent Development Services

Custom AI agent development for document processing, knowledge search, and multistep workflows, with tools, permissions, and human review built around your business.

AI that works through a defined business task.

Some workflows need more than a fixed sequence of rules. They involve interpreting documents, finding context, and using several tools before there is a useful result.

01

Find & interpret information

Retrieve relevant business information and prepare it for a specific decision or output. Start with sources your team can verify and a clearly defined question.

02

Work across multiple steps

Combine AI reasoning with business tools and structured processing. Build around bounded tasks such as document processing, invoice analysis, or alert triage.

03

Keep the result reviewable

Define what a good result looks like, which actions need approval, and how exceptions return to a person. Test against real cases before expanding the scope.

From a published customer build

Invoice auditing built around BullerTech’s SOP.

We translated BullerTech’s invoice-audit SOP into a workflow that collects billing data, applies business rules, and flags discrepancies for technicians to review. Monthly audit time fell from five days to one and a half, while uncovering more than $800 a month in missed revenue.

Integrations & automation · Customer story

BullerTech

Find the billing discrepancies that manual audits miss.

BullerTech reconciles billing data across systems, reducing monthly audit work and recovering missed revenue.

5 → 1.5 daysMonthly invoice audit time
$800+/monthRevenue recovered
Read the customer story →

Built to be operated

The application is only part of the work.

We define the data, controls, support, and improvements that make it useful over time.

  • Data volume and consistency assessed early
  • Outputs that a person can check
  • Permissions and approval points matched to the task
  • Monitoring, evaluation, and changes reviewed over time

From idea to application.

  1. 01

    Understand & scope

    We work through your process, users, data, and constraints. Together, we define a useful first release and how we will judge it.

    Agreed scope, success criteria, and delivery plan
  2. 02

    Build & validate

    We engineer the application and its integrations. Your team reviews working software with real scenarios, including the exceptions.

    A tested application, ready for your team’s acceptance
  3. 03

    Operate & improve

    We host, monitor, patch, and maintain the application. Feedback becomes tested improvements, with support responsibilities agreed before launch.

    Ongoing application care and a clear path for improvements

Start a conversation

What work should be easier?

Bring your use case. We’ll explore the scope and fit together.