AI employees that ship work,
not chatbots that answer questions.
Agents that read your email, write to your CRM/ERP, file your invoices, schedule your meetings, and run your sales outreach — wired into the systems you already use.
AI Agent Development means building LLM-powered systems that take real-world actions on your team's behalf. Not chatbots. Not RPA. Real agents that reason, plan, call APIs, write to databases, and escalate to humans only when they need to.
Every agent we ship has: integration to your existing system software stack, a vector knowledge base of your SOPs and historical data, human-in-the-loop checkpoints on irreversible actions, full audit logging, and a kill switch.
Accounting firms
4-15 person firms where invoice entry, bank reconciliation, and tier-1 client questions eat 50%+ of junior time. Typical ROI: 1.5-2 FTE of routine work absorbed, juniors re-tasked to advisory.
E-commerce, 5-50 staff
Online stores drowning in customer service tickets, abandoned-cart recovery, supplier order management, and product description updates.
Manufacturing & B2B SaaS
Mid-market manufacturers (50-200 staff) needing supplier RFQ automation, QC report generation, predictive maintenance signals; or B2B SaaS scaling support and customer success without doubling headcount.
Process discovery and mapping (5-8 stakeholder interviews)
System integrations (whatever stack you run)
Human-in-the-loop checkpoints on financial entries, customer messages, and regulated actions
Evaluation harness with 50-200 frozen golden examples — we measure regression on every prompt change
Custom system prompts and agent skills tuned to your domain
Vector knowledge base of your SOPs, contracts, historical data
Full audit logging in Postgres
30-day care + Loom training videos + runbook handover
Discovery & mapping
5-8 interviews with the team. Time-cost mapping of every repeatable task. Pick ONE agent (not multi-agent) to start.
Scaffold and integrate
n8n self-hosted on Hetzner. Claude Code sub-agents. MCP servers for your systems. Vector ingest of SOPs.
Ship to production
Eval harness, golden examples, human-in-the-loop, audit logging. Deploy to 5-10 internal users first.
Measure & hand over
Baseline vs. agent KPI measurement. Fix top-3 failure modes. Loom walkthroughs. Runbook handover. 30-day retainer kicks in.
Custom-scoped pricing
Pricing depends on the specificity and complexity of the use case. Contact sales to scope your project and receive a fixed-price proposal.
Pick one task.
Ship an agent in 14 days.
Book the free 30-minute call. We'll pick the single agent with the highest ROI in your business, scope it on the call, and have you a fixed-price proposal within 48 hours.