Workflow Automation

Not every workflow deserves an AI agent. Some deserve a script. Others deserve to stay manual. Our job is to arbitrate — then deliver something that holds up over time.

What we ship

Replacement of repetitive manual operations with reliable automations: email triage, product catalog updates, document processing, lead qualification, report generation, tool-to-tool sync.

When AI is the right tool, we use it — with business guardrails and human-in-the-loop where it matters. When it isn’t, we pick the simplest solution that solves the problem: a cron job, a webhook, a well-written script.

What it covers

• Process audit — what’s actually worth automating, what isn’t, and why
• Tool-use agents — interactions with your internal systems (CRM, ERP, databases, partner APIs)
• Human-in-the-loop — human validation checkpoints when the cost of an error justifies them
• Cost control — per-run cost model, overrun alerts, continuous optimization
• Business observability — who did what, when, and why — end-to-end auditability

Where we make a difference

Our default is anti-automation. Many projects other providers would happily take, we’ll show you why they aren’t worth the build — and steer you toward the 80/20 version that ships next week.

Typical engagement formats

• Identification workshop (2 days) — mapping of candidate workflows, prioritization by real ROI
• Build engagement (4–8 weeks) — delivery of an automated workflow in production, with handover to your team
• Continuous iteration — adding workflows incrementally once the foundation is in place