Workflow automation
Automate internal operations with LLM workflows, structured outputs, approvals, notifications, and auditable API services.
- Prompt and retrieval design
- Human-in-the-loop validation
- FastAPI workflow services
AI solutions for business operations
We build practical AI systems that save teams time.
LogicFolds helps businesses automate manual workflows, extract messy web and document data, and launch production-ready AI backends with clear ownership from discovery to deployment.
AI workflow cockpit
Selected solution
AI automation for business operations
Convert repeatable internal work into AI-assisted workflows with prompts, structured outputs, APIs, and human review.
30% throughput gains
3+ years AI delivery
LLM APIs
RAG pipelines
AgentQL
FastAPI
PostgreSQL
Docker
GCP
Model monitoring
LLM APIs
RAG pipelines
AgentQL
FastAPI
What we build
AI products that fit real business workflows.
Not demos. Not loose prototypes. We scope the business problem, build the service layer, and deliver software that teams can use.
Data extraction systems
Turn unstructured web pages, menus, documents, and public sources into clean JSON and database-ready business data.
- AgentQL and Playwright agents
- Semantic classification
- Error recovery pipelines
AI-ready platforms
Build backend infrastructure for model inference, long-running AI jobs, file processing, access control, and performance tracking.
- Async APIs and WebSockets
- Dockerized deployments
- Monitoring and iteration loops
Selected work
Business problems solved with production AI engineering.
FASTQ
API
Jobs
Insights
Sales
Ops
Reports
SQL
Why businesses work with us
Engineering depth with business-first delivery.
We sit close to your workflow, translate operational pain into product requirements, and build the AI layer with maintainable code, not fragile one-off scripts.
30%throughput and response-time gains
24/7production support mindset
18mopromoted through delivery impact
Process
From business workflow to deployed AI system.
Analyze
Map the workflow, data sources, edge cases, value points, and success metrics.
Design
Define the AI workflow, prompts, retrieval, validation, API contract, and operating model.
Build
Develop the backend, integrations, jobs, dashboards, auth, and deployment pipeline.
Launch and iterate
Monitor quality, improve prompts and data loops, and keep the system useful after launch.
FAQ
Straight answers for business buyers.
Let's talk
Ready to turn a manual workflow into an AI system?
Share the workflow, the data, and the result your business needs.