Automation that earns its keep—not another unused chatbot.
We design and ship AI-assisted workflows that take repetitive tasks off your team’s plate: clear ownership, measurable outcomes, and guardrails so the system stays trustworthy as it scales.
What this service involves
Workflow automation
Map the manual grind, then automate the steps that actually move work forward.
AI assistants & agents
LLM-powered helpers grounded in your data and tools—not generic chat bolted on.
Integrations
CRM, email, sheets, Slack, and internal APIs wired so automation lives where people already work.
Human-in-the-loop
Approvals and review points where risk is high—full auto where it is safe.
Observability
Logs, failure alerts, and simple metrics so you know what ran and what broke.
Ownership transfer
Docs, runbooks, and credentials under your accounts from day one.
Workflows that run without you babysitting them.
We ship the first production path with metrics and guardrails—then expand what proved its value.
- Human-in-the-loop where risk is high
- Grounded AI over freeform chat
- Ownership in your accounts and tooling
What good looks like in AI automation.
Outcome before model
We start from the hours saved or errors avoided—not from a shiny model demo.
Grounded by default
Retrieval, tools, and permissions beat hallucinated answers in production.
Fail visibly
Broken runs surface early with clear retries—not silent wrong outputs.
You own the system
Prompts, pipelines, and data stay in your tooling so the automation survives handoff.
From manual mess to reliable automation.
Audit the work
Shadow real operators, quantify volume and failure cost, and pick the first workflow worth automating.
Design the path
Triggers, tools, guardrails, and where a human stays in the loop.
Ship a slice
One production workflow with metrics—prove value before expanding.
Harden & hand off
Monitoring, docs, and a backlog so your team can extend without us.
Tools we use when they fit.
Chosen for reliability and the team that will maintain them.
OpenAI / Anthropic
Python
HubSpot / CRM APIs
LangChain
Node.js
AWS / GCPn8n
PostgreSQLAutomation and AI delivery end to end.
Strategy through implementation—so the bot is not a side project that dies after the pilot.
- Process discovery & prioritization
- LLM app and agent design
- RAG over internal knowledge
- n8n / Make / custom pipelines
- CRM and SaaS integrations
- Evaluation & safety checks
- Ops dashboards & alerts
- Training and handoff
Automations that pay for themselves.
Lead ops
Enrich, score, and route inbound leads without spreadsheet babysitting.
Support deflection
Grounded answers from your docs with escalation when confidence is low.
Back-office ops
Invoice matching, data entry, and status sync across tools.
Internal copilots
Assistants that draft, search, and summarize inside your SOPs.