Most businesses have the same 20 tasks done manually every week by someone who shouldn't be doing them. We build AI-powered workflow pipelines that watch for triggers — a new email, a form submission, a Slack message, a database change — and run the end-to-end response automatically, with human-in-the-loop approval where it matters.
What we automate
Document workflows
Invoice processing, contract review, KYC verification, claims triage. Extract → classify → route → approve → file.
Customer operations
Ticket triage, sentiment routing, automated first-response drafts, escalation rules, post-resolution summary generation.
Sales & marketing
Lead enrichment, proposal generation from templates, CRM hygiene, competitor monitoring, content production pipelines.
Internal ops
HR onboarding flows, purchase requisitions, approval routing, compliance reports, executive dashboards pulled from raw logs.
Our orchestration stack
We build on n8n for visual workflow orchestration (self-hosted so your data never leaves your infra), LangGraph and CrewAI for multi-agent systems, and Temporal for long-running durable workflows. Triggers come from webhooks, email, Slack, your CRM, your ERP, or any event source. Actions write back to the same systems — closing the loop, not creating a parallel shadow system.
Why this isn't just Zapier
- AI-native decision points — LLMs classify, summarize, route, and draft at each step, not just shuffle data
- Runs on your infrastructure — self-hosted n8n, self-hosted LLMs, no per-task SaaS fees, no data exfiltration
- Audited end to end — every decision logged, every input and output traceable for compliance
- Human-in-the-loop by default — automations surface exceptions for human review instead of silently failing
- Scales without headcount — one pipeline handles 10 or 10,000 events with the same architecture
Typical results
Teams we've worked with typically see 60–90% reduction in manual processing time for routine document and customer workflows within the first quarter. ROI usually lands inside 3 months for workflows processing more than 500 events per week.