AI, automation, and internal tools for ambitious teams

We turn scattered tools and manual work into clean, AI‑powered pipelines.

AI agents, automation, internal tools, and tidy process design — the operational layer your team has been faking with spreadsheets.

Talk to us See what we build

AI agents, automations, internal tools. One crew.

We mix pragmatic automation with applied AI so your operations stay sharp without growing headcount.

pipeline.live CUSTOMER SUPPORT · MULTI-AGENT
INBOX CHAT ESCALATION SUPPORT ORCHESTRATOR PLAN · ROUTE · MONITOR TRIAGE AGENTclassify · prioritizeclaude-haiku KNOWLEDGE AGENTretrieve · synthesizeclaude-sonnet · rag REPLY AGENTdraft · personalizetools · webhooks QA REVIEWERverify · tone · accuracyclaude-opus · gates RAG · KBhelp center · docs CRM · TICKETSzendesk · intercom HISTORYpast tickets · csat RESOLUTION + REPLY ticket · email · csat update SIMPLE AUTOMATION · LINEAR FLOW FORM SUBMISSIONwebsite · landing · linkedin ENRICH + DEDUPEapollo · clearbit · existing leads SCORE LEADclaude-haiku · rule engine ROUTE TO CRMhubspot · salesforce · pipedrive NOTIFY SALES REPslack · email · sequence start LEAD LIVE IN CRM avg 12s · 0 manual touches BRANCHING FACTORY · PARALLEL WORKERS BRIEF + CALENDAR + ASSETStopic · audience · brand DRAFT WRITERlong-form · shortbrand voiceclaude-sonnet TRANSLATORen · am · ru · uatone preservedglossary · style SEO OPTIMIZERkeywords · metainternal linksserp data BRAND REVIEWERtone · policy · final qa CMSwebflow · wp SOCIALli · x · meta · tiktok EMAILmailchimp · custom DISTRIBUTED · LIVE 3 channels · 4 languages DECISION TREE · POLICY-DRIVEN INVOICE / REQUESTemail · upload · form · slack VALIDATE + PARSEextract · normalize · attach POLICY CHECK rules · thresholds · sla claude-sonnet · audit AUTO NEEDS REVIEW REJECT AUTO-BOOKerp · ledger HUMAN APPROVERslack · dashboard · sla NOTIFYsubmitter · log AUDIT LOG · LEDGER who · when · why · receipt FAN-OUT · ONE SOURCE → MANY VARIANTS PRODUCT + BRIEFbrand · audience · channel RENDER ENGINEflux · recraft · gemini · midjourney 16:9desktopads · web 9:16storiesreels · tt 1:1feedig · li 4:5portraitfeed · ads STORY15s · 30svideo BRAND REVIEWERon-brand · safe · final METAfb · ig · ads TIKTOKcreative cdn ADS · CDNgoogle · linkedin

AI & automation

AI agents and automation that earn their keep.

LLMs plus pragmatic automation — your team spends time on judgement, not boilerplate.

AI agents for real work

LLM-powered helpers that actually move tickets, not just chat.

  • Ticket triage, FAQ answers, data summaries, draft responses
  • Tuned to your tone, brand, and policies, not generic chatbot voice
  • Human approval gates wherever the stakes are real

Workflow orchestration

Wire your SaaS stack so data flows end-to-end without copy/paste.

  • n8n, Make.com, Zapier, Workato — and custom code where they fall short
  • Webhooks, APIs, and event bridges between the tools you already pay for
  • Retries, alerts, and logs so silent failures stop being a thing

Knowledge that retrieves

RAG pipelines that answer from your truth, not the model's guess.

  • Vector search over docs, tickets, Slack, product copy, and contracts
  • Source citations on every answer so reviewers can verify
  • Refresh schedules so the index stays in sync with reality

Marketing & creative

Marketing ops and creative pipelines that ship without burning the team.

Automate the busywork from lead capture to launch-day creative; humans stay on strategy.

Lead-to-CRM autopilot

Forms, enrichment, scoring, routing — straight into the system of record.

  • Capture from site, landing pages, ads, and chat in one pipeline
  • Enrichment, deduping, and qualification before sales sees a row
  • Handoff into HubSpot, Salesforce, Pipedrive, or your custom CRM

Content production line

AI drafts, editorial review, localisation, distribution. One flow.

  • AI-assisted drafts in your brand voice with human approval gates
  • Translation and localisation across languages without lost nuance
  • Scheduled cross-channel publishing with morning digests for editors

Creative variant engine

Image, video, and copy variants generated from a brand-safe template.

  • Bulk creative for product, social, and ads without losing tone
  • Approval workflows so marketing and brand stay aligned
  • Auto-resize, format, and publish to each channel’s spec

Campaign reporting

Ad spend, attribution, and pipeline metrics in one live dashboard.

  • Pull from Meta, Google, LinkedIn, TikTok, and GA4 into one source of truth
  • Channel-level ROAS and pipeline contribution at a glance
  • Weekly auto-digests so leadership sees the same numbers

Internal tools

Internal tools your team will actually open.

Admin panels, dashboards, and workflow apps — replacing the spreadsheets and Slack threads.

Admin panels

Focused UIs for the people doing the work.

  • Replace the spreadsheet of doom and the “just ping me on Slack” workflow
  • Role-based access so ops, finance, and support each see their slice
  • Audit trails so you know who changed what and when

Workflow apps

Bespoke ops, finance, and HR apps wired to your real systems.

  • Reconciliation, onboarding, refund queues, vendor reviews
  • Built on Retool, Internal.io, or custom Next.js where complexity demands it
  • Webhooks and API hooks so data stays in one place

Founder & exec dashboards

Live revenue, churn risk, support load, hiring funnel — in one place.

  • Auto-refreshed, no analyst on call
  • Drill-down from headline metric to the underlying transactions
  • Weekly snapshots delivered to inbox or Slack

Process & support

Tidy the operation. Then automate what is left.

We audit before we build — then ship the smallest fix that compounds.

Process audit & redesign

Map workflows end-to-end and surface what to fix first.

  • Interview the people doing the work, not just the org chart
  • Heatmap the friction: where work stalls, gets re-done, or goes missing
  • Prioritised roadmap separating quick wins from structural fixes

Customer support build

Launch or rescue Zendesk, Intercom, or Gorgias without drowning in settings.

  • Routing, macros, SLAs, and knowledge bases tuned to your real volume
  • AI-assisted triage and draft replies wired in from day one
  • Starter dashboards founders actually want to open

Team enablement

SOPs, training, and AI playbooks so humans and bots work together.

  • Clear handoff rules between AI, agent, and engineering escalation
  • Onboarding kits so the next hire ramps in days, not months
  • Post-incident reviews that turn into improvement sprints

Methodology & stack

How we work and what we use.

Audit, agree on the smallest move that compounds, then ship — with the best tool for the job.

Our protocol

Zero-BS execution plan.

  • 1: Decrypt — Deep dive into your messy workflows to find friction.
  • 2: Compile — Draft the architecture and integration logic to close the gap.
  • 3: Deploy — Configure platforms, ship to staging, dial in routing.
  • 4: Monitor — Measure impact, tweak prompts, evolve with the business.

Our stack

The tools we reach for, picked per job.

  • AI: OpenAI, Anthropic Claude, open-source LLMs, vector DBs (Pinecone, pgvector), custom RAG pipelines
  • Automation: n8n, Make.com, Zapier, Workato, custom webhooks and APIs
  • Internal tools: Retool, Internal.io, Next.js, Supabase, Postgres
  • Support & CRM: Zendesk, Intercom, Gorgias, HubSpot, Salesforce, Freshdesk
  • Languages: Python, TypeScript, SQL

FAQ

Questions we hear a lot.

Short answers to what teams ask before the first call.

What kinds of AI agents do you build?
We build LLM-powered agents that triage tickets, answer FAQs, summarize data, and draft responses — trained on your tone and gated by humans where it matters. We use OpenAI, Anthropic Claude, and open-source models depending on the task.
What automation platforms do you work with?
We use n8n, Make.com, Zapier, and Workato for low-code workflows, and we ship custom Python or TypeScript when the off-the-shelf tools fall short. We integrate with CRMs, support platforms, finance tools, and any system with an API.
Do you build custom internal tools?
Yes. Admin panels, founder dashboards, workflow apps, and ops runbooks — built on Retool, Internal.io, or custom Next.js depending on the complexity. The goal is to replace your spreadsheet-and-Slack-thread workflows with something focused.
Can you set up customer support from scratch?
We launch or rescue Zendesk, Intercom, and Gorgias deployments with routing, macros, SLAs, knowledge bases, and dashboards. Support is still a core service — we just embed it inside a broader AI and automation practice now.
Do you automate marketing and creative pipelines?
Yes. Lead capture and enrichment, CRM hygiene, content production with AI drafts, creative variant engines for image and video, scheduled distribution across channels, and unified campaign reporting.

Contact

Tell us what you are building. We will help build the operational layer around it.

Tell us your stack and the workflows that keep tripping you up. We reply within one business day.

contact@deployhelp.com Mention “discovery call” or “automation sketch” in the subject for a 45-min audit.

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