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[ 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.

01

n8n Automation Services

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

Includes: Workflow map

WorkflowsNodesWebhooks
02

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
03

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.

[ Selected work ]

Reference builds from ai & automation.

One documented project per platform, each carried against the metric it was built to move.

Representative example

AI & Automation / n8n Automation Services

An estate agency responds to every portal lead in under two minutes, automatically

9 hrs <2 minMedian first-response time to portal leads, first full month

Representative example

AI & Automation / AI Chatbots & Assistants

A legal-aid clinic screens intake questions around the clock without lawyer hours

2 hrs 24/7Screening availability, with 63% of eligible matters booked to callback without staff contact in the first month

Representative example

AI & Automation / AI API Integrations

A retailer enriched 8,000 product records from supplier PDFs — with humans at the gate

38% 91%Products with complete specification data, over the 8-week enrichment run

[ Next step ]

Bring us the bottleneck. We'll scope the way out.

Book a discovery callExplore services
contact@nexsumlabs.com — we reply within one business day

Next category

CRM Integrations