SOFTWARE SERVICES / SCRAPEGG
AI agent & generative AI development
We turn language models into useful product capabilities: research agents, document workflows, information extraction and assisted decision-making with clear human controls.
Discuss your projectAI agent & generative AI development
- Task-specific agents
- Human review
- Model integration
- Evaluation & operation
THE APPROACH
Made for the way
your business works.
We start with a specific task and an evaluation set. The agent needs the right tools, relevant information and boundaries on what it can do. Structured outputs, validation and review steps help the application distinguish a usable result from a response that needs attention.
Production AI also needs operational engineering. We design background execution, retries, cancellation, streamed progress and usage tracking around long-running tasks. Provider integration and observability make it possible to understand latency, cost and failure patterns after launch, then improve the workflow using evidence.
WHAT WE CAN BUILD
From requirement
to working capability.
Task-specific agents
Research, extraction and analysis workflows with tool calling and structured responses.
Human review
Approval steps, editable results and audit records where the workflow needs oversight.
Model integration
Multiple model providers, schema validation and usage-aware orchestration.
Evaluation & operation
Task-based evaluation, traces, failure handling and feedback-driven improvements.
PRACTICAL EXPERIENCE
Built on work
we’ve actually done.
Judicio uses research agents, evidence synthesis and document workflows. Factso combined multimodal verification with human review.
Read the Judicio engineering case studyGOOD QUESTIONS
Before we begin.
Can an agent use our own tools and data?
Yes. We connect approved APIs and information sources, with access boundaries and review steps suited to the task.
How do you evaluate AI quality?
We define representative tasks and expected behavior, evaluate outputs and failure cases, and use the results to improve prompts, retrieval and validation.
Can you automate an entire process?
Sometimes. We identify the steps suitable for automation and retain human decisions where judgment, permissions or risk require them.
HAVE SOMETHING IN MIND?
Let’s make
it happen.
A new product. A better workflow.
A problem worth solving.