Claude Chatbots
Custom AI assistants built on Claude — trained on your knowledge base, tone, and workflows. Website widgets, Slack bots, WhatsApp integrations.
Custom Claude chatbots, RAG pipelines, multi-agent systems, and AI automation — built by engineers who ship. From prototype to production in weeks, not months.
Powered by the best AI & DevOps stack
From simple chatbots to complex multi-agent systems — we handle the full stack. You own the product.
Custom AI assistants built on Claude — trained on your knowledge base, tone, and workflows. Website widgets, Slack bots, WhatsApp integrations.
Retrieval-Augmented Generation systems that let AI answer questions from your documents, databases, and internal knowledge — accurately, with sources.
Deploy coordinated AI agent swarms that work in parallel — researching, coding, reviewing, and deploying. Powered by Ruflo orchestration.
Production-grade FastAPI backends for your AI products. Async endpoints, auth, rate limiting, Docker containers, and CI/CD on GitHub Actions.
Connect AI to your business tools via Make.com and n8n. Automate email replies, lead qualification, report generation, and data pipelines.
Not sure where to start with AI? We audit your workflows, identify automation opportunities, and build a roadmap to get you production-ready fast.
Ruflo is our enterprise AI orchestration framework — deploy 100+ specialized agents in coordinated swarms with self-learning capabilities and fault-tolerant consensus.
No half-baked experiments. Every tool in our stack is battle-tested in real production environments.
Every chatbot we build is trained on your specific content — this demo shows a support bot trained on common AI development questions.
Real results. Real businesses. No stock photos.
Custom Claude chatbot trained on 3,000+ product pages and support docs. Handles 85% of queries without human intervention.
RAG system over 50,000 legal documents. Lawyers ask natural language questions and get cited, accurate answers in seconds.
Multi-agent swarm that reviews PRs, runs security scans, writes tests, and posts feedback — all before a human even sees the code.
We're not locked into one vendor. We evaluate, integrate, and fine-tune across the full AI ecosystem — choosing the right model for your use case, budget, and latency requirements.
Most AI failures aren't model failures — they're prompt failures. We bring a disciplined, testable prompt engineering practice to every project we ship.
We design layered system prompts with role definition, behavioral constraints, output formatting rules, and fallback handling — tested against 100+ edge cases before deployment.
Structured examples, reasoning chains (CoT), and self-consistency prompting to dramatically improve output quality, especially for classification, extraction, and structured data tasks.
Every prompt ships with an eval suite — automated tests measuring accuracy, format compliance, edge case handling, and regression. We use LLM-as-judge and human evals.
We implement content filtering, output validation, hallucination detection, and guardrails using Claude's Constitutional AI principles — so your AI never says anything it shouldn't.
Multi-turn conversation state management, context window optimization, and memory injection patterns — so your chatbot remembers what matters without hitting token limits.
Dataset curation, preference pair collection, and fine-tuning pipeline setup for GPT-4 fine-tuning, OpenAI's fine-tuning API, and open-source RLHF workflows.
Retrieval-Augmented Generation done right — not just plugging in a vector DB and hoping for the best. We design the full pipeline: chunking strategy, embedding model selection, reranking, and hybrid search.
Model Context Protocol (MCP) is the standard for connecting AI to external tools, databases, and APIs. We build custom MCP servers so Claude can query your CRM, search your knowledge base, execute code, or call any internal system — all from a conversation.
Connect Claude to MySQL, PostgreSQL, MongoDB, or SQLite — let it query, update, and analyze your data in natural language. With full access controls.
Wrap any REST API as an MCP server — Salesforce, HubSpot, Shopify, Stripe, Slack, Jira, or your internal APIs. Claude calls them as tools.
Let Claude read, write, and manage files — PDFs, Word docs, spreadsheets. Perfect for document processing workflows and automated reporting.
Give Claude real-time web access — search, browse, and extract data from any URL. Ideal for research agents, price monitoring, and competitive intelligence.
We build and publish MCP servers for Claude's Cowork mode — giving Claude desktop users access to your product, data, or service as a native Cowork integration.
Code execution sandboxes, image generation tools, email/calendar connectors, ERP integrations — we build MCP servers for any tool your team needs Claude to control.
Model Context Protocol is an open standard by Anthropic that lets AI assistants like Claude connect to external tools and data sources in a standardized way. Instead of custom API integrations per tool, MCP gives Claude a universal way to understand and invoke any external capability — databases, APIs, file systems, and more. We are early MCP specialists and have built production MCP servers for enterprise clients.
Claude's Cowork mode supports installable "skills" — specialized AI workflows packaged for specific tasks. We design, develop, and package custom skills that give your team superpowers inside Claude.
Auto-generate reports from data, extract structured data from PDFs, compare contracts against templates, summarize meeting notes — packaged as one-click skills.
Connect Claude to your Excel/CSV data, run analyses, generate charts, spot anomalies, and produce executive summaries — all from natural language.
Draft emails in your brand voice, generate social posts, write proposals from bullet points, translate documents — with your company's tone baked in.
Competitor monitoring, market research, lead enrichment, news summarization — packaged workflows that run on demand with a single command.
## CRM Intelligence Skill
When activated, this skill:
1. Reads your HubSpot/Salesforce data
via MCP connector
2. Analyzes pipeline health, deal
velocity, and at-risk accounts
3. Generates:
- Weekly pipeline report (PDF)
- At-risk deal alerts
- Next best action for each lead
4. Sends digest to Slack #sales-ops
Triggers: "analyze my pipeline",
"what deals are at risk",
"prepare for my sales call"We connect AI to your existing tools using Make.com, n8n, and Zapier — automating the repetitive tasks your team wastes hours on every week.
Book a free 45-minute discovery call. We'll scope your project, give you a timeline, and quote you a fixed price. No surprises.