Remove the manual steps
Processes that run themselves, with people where judgment is needed.
Intake, routing, approvals, document handling and system updates automated end to end, with AI steps where they earn their place.
Who it is for
Operations, finance and HR teams drowning in repetitive work.
Usually built with
- Node.js
- Python
- PostgreSQL
- Anthropic API (Claude)
- REST APIs
Approach
What we have learned building these.
We map the process as it actually runs, remove the steps a system can do, put a review queue where a person adds value, and connect the result to the systems of record. Often the biggest win is the audit trail nobody had before.
What matters
The features that decide whether it works.
Process mapping
The real path, exceptions included.
Workflow engine
Routing, SLAs, escalations, history.
Document AI
Extraction with confidence and review.
System integration
ERP, CRM and HR updates without re-keying.
Services involved
Workflow Automation
Intake, routing, approvals and hand-offs automated end to end, with people where judgment is needed.
AI Development
Assistants, enterprise search, RAG, document processing and workflow agents built on your data and your systems, with evaluation, safety and human approval designed in from the first prototype.
System Integration
REST and SOAP APIs, webhooks, file and SFTP exchanges, event-driven architectures and middleware connecting ERP, CRM, payment, banking and SaaS systems, with monitoring that tells the business what failed.
Enterprise Application Development
Internal applications, employee portals, operations dashboards, approval systems, ERP extensions and reporting tools, built with enterprise security and integration requirements treated as core scope.
Common in
Professional Services
Client portals, time and resourcing tools, knowledge assistants and automation for firms that sell expertise.
Logistics
Tracking portals, driver and warehouse apps, integration with carriers and WMS, and dashboards that reconcile.
Financial Services
Onboarding portals, internal approval tooling, secure integrations and AI-assisted document review with human sign-off.
Building a enterprise automation?
Tell us about the users and the first version. We will suggest the architecture and a path to a working product.