We automate the workflows eating your team's week — invoicing, onboarding, lead routing, reports and support triage — with AI where it earns its keep and deterministic code elsewhere. Human-in-the-loop, monitoring on every job, kill switch included. Typically 30+ hrs/wk saved in 90 days.
What is AI automation? AI automation is the engineering of workflows that connect language models, APIs and human approvers to handle repetitive business tasks, including lead routing, document processing, ticket triage and reporting, with audit logs. ClickTake delivers AI automation for UK SMEs, integrating Slack, HubSpot, Notion and internal APIs behind one observable orchestration layer.
Every engagement ships with these deliverables baked in — not bolted on later.
Multi-step workflows across your tools — Slack, HubSpot, Notion, Gmail, Stripe — orchestrated with retries, idempotency and audit logs.
LLMs used for extraction, classification and drafting — not bolted onto every step where a deterministic rule works better.
Judgement-heavy steps routed to a human approver with full context — automation handles the 90%, humans the 10% that matter.
Every job logs duration, success, cost and output — you see a dashboard, not a 'is it still running?' Slack ping.
Every automation has a one-click pause and a manual fallback — when it misbehaves, you stop it in seconds, not in a war room.
We track hours saved per workflow, weekly — automation either pays for itself or we pause and rethink. No vanity automations.
The production stack we ship for ai automation.
Senior engineers (8+ yrs avg) own every engagement. CI/CD from day one, observability baked in, and a p99 120ms performance budget enforced in CI.
A tailored 4-step process for ai automation.
We map your team's manual workflows, score each by hours/week and automation feasibility, and prioritise the highest-ROI candidates first.
We build the orchestration with retries, idempotency and audit logs, integrating your existing tools — no rip-and-replace.
We add human approval steps where judgement matters, guardrails on AI steps, and a kill switch on every automation.
We monitor hours saved, error rate and cost weekly, iterate on edge cases, and expand to the next workflow once ROI is proven.
Common questions — answered the way you'd ask them out loud.
These are the spoken questions this page answers for Siri, Google Assistant and Alexa:
Expertise · Authoritativeness · Trustworthiness
Other ai & automation services that pair well with AI Automation.
Book a free 30-minute consultation. A senior engineer reviews your brief within 4 hours and brings a draft architecture — fixed-scope PoC in 6 weeks.