Services – A&M Flow

Twelve AI engagements you can scope today: chatbots, RAG agents, workflow automation, on-prem LLMs, custom builds. Fixed price quoted on the call.

A&M Flow offers twelve focused AI consulting and implementation services for businesses ready to ship measurable outcomes from AI investment.

The twelve engagements

• AI Chatbot & Virtual Assistant – RAG-grounded conversational agents on your knowledge base, from $1,500.
• Workflow & Process Automation – document flows, inbox triage and internal handoffs automated end to end, from $2,000.
• Data Analytics & AI Reporting – KPI monitoring, anomaly detection and plain-language automated reports, from $2,500.
• CRM & Sales Automation – lead enrichment, scoring and follow-up sequencing inside your CRM, from $2,000.
• Customer Support Automation – ticket classification, routing and drafted replies for existing agents, from $2,000.
• Custom Solutions & Beyond – internal tools, scripts and one-off automations, from $1,000.
• On-Prem & Private LLM – self-hosted models on your hardware with zero data leaving the network, from $8,000.
• AI Agents for Finance & Trading – market pattern recognition with explicit human-in-the-loop controls, from $7,000.
• AI Adoption Program for SMBs – company-wide rollout, process by process, from $10,000 per month.
• Client Assistants with RAG – customer-facing assistants that answer from your documents, from $4,000.
• Content Pipelines SEO + GEO – brief-to-published article systems optimised for search and AI citation, from $3,000.
• Internal Ops Copilots & Integrations – Slack-native assistants that know your company context, from $4,000.

Every engagement starts with a free 30-minute scope call to identify the highest-leverage automation opportunities in your operations. Typical first project ships in 1-2 weeks. We work remote-first from inside the EU, with travel for sensitive on-premise setups and workshops.

Service catalogue

AI Chatbot & Virtual Assistant (from $1,500 · from 1–2 weeks)

Deploy intelligent conversational agents that engage customers 24/7, answer complex questions and convert visitors into leads – without human intervention.

• Multi-platform deployment (Web, WhatsApp, Telegram)
• CRM & helpdesk integration
• Natural language understanding in 20+ languages
• Sentiment analysis & auto-escalation to humans

Workflow & Process Automation (from $2,000 · from 1–2 weeks)

Map, automate and optimise any repetitive business process – from document approvals to data entry. Eliminate bottlenecks and human error at scale.

• End-to-end process mapping & design
• Cross-system integrations (Zapier, Make, custom APIs)
• Custom trigger & condition rules
• Error handling, fallbacks & performance monitoring

Data Analytics & AI Reporting (from $2,500 · 2 weeks)

Transform raw business data into actionable insight. Our AI continuously monitors KPIs, flags anomalies and delivers automated reports that drive smarter decisions.

• Real-time dashboards & custom KPI tracking
• Predictive analytics & trend forecasting
• Automated scheduled reports (PDF, Slack, Email)
• Multi-source data fusion & cleansing

CRM & Sales Automation (from $2,000 · from 1–2 weeks)

Scale your revenue pipeline without adding headcount. Our AI qualifies leads, personalises outreach and manages follow-ups – so your team focuses on closing.

• Intelligent lead scoring & prioritisation
• Personalised outreach sequences (email, LinkedIn)
• Pipeline management & deal tracking
• Revenue forecasting with AI predictions

Customer Support Automation (from $2,000 · from 1–2 weeks)

Tickets land already classified and prioritised. Agents get AI-drafted responses they can send in one click – or edit first. Self-serve answers handle the obvious questions before they reach a human.

• Automatic ticket classification & smart routing
• AI-drafted response suggestions for agents
• Knowledge base integration & self-serve portal
• SLA monitoring & escalation rules

Custom Solutions & More (from $1,000 · Scoped per project)

Have a challenge that doesn't fit a standard category? Good. That's where we do our best work. We design and build custom AI solutions around your specific needs - if it can be solved with AI, we'll find the way.

• Bespoke AI workflows and integrations
• Multi-system orchestration and automation
• AI strategy consulting for new verticals
• Proof-of-concept builds and feasibility reviews

On-prem & private LLM deployments (from $8,000 · 3–4 weeks)

A self-hosted model running on your hardware or your cloud – no recurring token bills, no data leaving your network. Useful when compliance, IP or cost makes a public API a non-starter.

• Model selection sized to your hardware budget
• Fine-tuning on your documents and SOPs
• Agent layer with safe access to your tools
• Runbook so your ops team can update without us

AI agents for finance & trading (from $7,000 · 2–4 weeks)

Pattern-recognition agents trained on the setups a specific trader cares about. Two modes – alerts only, or autonomous execution inside hard risk limits the trader sets up front.

• Live order-book and indicator ingestion
• Per-trader pattern training
• Alert-only and autonomous-execution modes
• Hard risk limits & kill switch always with you

AI rollout programs for SMBs (from $10,000/mo · Ongoing program)

You want to use AI but don't know what, where or how. We run a team-by-team discovery, rank workflows by pain and ship the obvious ones first as deliverables from 1–2 weeks you can feel before scoping the next.

• One-hour discovery per team to map time leaks
• "Painful & obvious" vs. "nice-to-have" priority matrix
• Deliverables from 1–2 weeks, one workflow at a time
• Ongoing engagement – we stay when new bottlenecks appear

RAG-powered customer assistants (from $4,000 · 2 weeks)

Not a scripted bot. A retrieval-grounded agent that answers from your actual docs and past tickets, books calls into a real calendar and hands off to a named human when judgment is needed.

• Vector store of your docs, policies and past tickets
• Citation-grounded answers (no hallucinated pricing)
• Tool use: book calls, escalate, fetch order status
• Guardrails the team configures (no legal/pricing risk)

SEO + GEO content pipelines (from $3,000 · from 1–2 weeks · then ongoing)

One chat message → researched, drafted, optimized for Google SEO and LLM-citation (GEO) and published to your CMS. A human still approves; the system collapses the boring 80%.

• SERP + LLM-answer scan for the topic
• Drafting with schema, headings, internal links
• Cite-able statements – what gets quoted back by AI engines
• Direct publish to your CMS or repo with human approval

Internal ops copilots & integrations (from $4,000 · 2 weeks)

A Slack/Teams-native assistant connected to your wiki, HRIS, on-call schedule and status pages – plus the small one-off scripts and integrations that should already exist. Built in days, not weeks.

• Wiki / HRIS / status / on-call connectors
• Per-role permissions – engineer vs. HR see different detail
• Lives in the chat tool people already use
• Small one-off scripts and webhooks in the same engagement