[ Practice area ]

AI & Automation, engineered end to end.

AI-enabled workflows, integrations, assistants, and operational systems that remove repetitive work without disconnecting your existing stack.

SCOPE 3 platforms & servicesBASELINE 4 delivery pillarsHANDOVER Documented, owned by you

[ Platforms & services ]

3 ways we build in ai & automation.

n8n Automation Services

Self-hosted and cloud n8n workflows using nodes, webhooks, credentials, retries, and integrations for dependable operations.

Includes: Workflow map

WorkflowsNodesWebhooks

AI Chatbots & Assistants

Customer and team assistants grounded in your knowledge base, with lead qualification and clear human handoff rules.

Includes: Conversation map

Knowledge baseHandoffLeads

AI API Integrations

AI API and data pipeline integrations that connect models, business systems, webhooks, and operational workflows, with fine-tuning considered only where the provider and account support it.

Includes: Integration architecture

LLM APIsDataWebhooks

[ What every engagement covers ]

4 pillars. No exceptions.

A workflow discovery map showing where time is spent and which steps are safe to automate first.
API and webhook integrations documented end to end — triggers, payloads, retries, and failure paths.
Human-in-the-loop controls, so judgment stays with your team on every decision that deserves it.
Monitoring and iteration built in, with alerts and a review rhythm instead of silent breakdowns.

[ How we deliver ]

Four phases, one accountable team.

Discover: We map the current state — tools, content, workflows, constraints — and agree on the smallest scope that removes the biggest bottleneck.
Architect: You receive a written plan: the stack, the integrations, the delivery milestones, and the metrics the work is accountable to.
Build & integrate: We ship in reviewable increments, wiring the new work into your existing systems instead of asking you to abandon them.
Launch & hand over: After go-live we verify against the agreed checklist, document everything, and hand your team a system it can operate without us.

[ Industry examples ]