NLP & Chatbots
Chatbots and assistants that understand human language — answering customer questions instantly, 24/7, in English and French.
Exactly what you get when we engage.
Prediction & Recommendations
Recommendation engines ("you may also like"), lead scoring and next-best-action suggestions trained on your real data.
Content Generation
Auto-reply systems for emails and chats, AI-drafted reports, product descriptions and personalised customer messages at scale.
Decision Automation
Rules-plus-AI workflows that act on signals — fraud alerts, spam filtering, KYC routing, ticket triage and approval flows.
Data Analysis
AI-generated dashboard summaries, anomaly detection and natural-language Q&A over your data — extracting insights from large datasets.
Vision & OCR
Document parsing, KYC photo checks, invoice extraction, defect detection and visual search inside your apps.
Tools we reach for.
We pick the right tool for the job — and we maintain a deep bench across the modern stack.
OpenAI
Anthropic
Google Gemini
OpenRouter
LangChain
LlamaIndex
Pinecone
Weaviate
pgvector
Whisper
PHP
Node.js
Python
Numbers our clients trust.
65%
Average reduction in manual handling time
24/7
Always-on triage and first-response coverage
<3s
Median first-token latency on production endpoints
A proven, transparent delivery process.
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01
Discover
Identify the highest-leverage workflows. Pick measurable wins, not gimmicks.
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02
Prototype
A working agent, chatbot or recommender in 2 weeks — wired to real data, not toy demos.
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03
Harden
Evals, safety guardrails, observability, fallbacks and cost controls.
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04
Deploy
Embed inside your website, product, intranet, Slack or operations tools.
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05
Improve
Continuous evaluation, model upgrades, prompt tuning and retrieval improvements.
Questions clients always ask.
Can you put a real chatbot on my existing website?
Yes — we embed a chat widget into your PHP, WordPress, React or Next.js site. It can be backed by OpenAI, Anthropic, Gemini or a self-hosted open-weight model, with a knowledge base of your real docs and policies.
What kinds of automations work best on a website?
Auto-reply for contact forms and emails, product / content recommendations, lead scoring, spam and fraud detection, AI-generated dashboard summaries, and onboarding copilots. We start with the workflows that move revenue or save the most hours.
Will our data leak to OpenAI?
No. We use enterprise / API tiers with data-retention disabled, on-prem vector stores, or fully self-hosted models when policy demands it. Your private data stays in your infrastructure.
Can it run on our private cloud?
Yes — we deploy open-weight models (Llama, Mistral, Qwen) on your infrastructure with the same agent, RAG and chatbot patterns.
How do you control hallucinations?
Strict retrieval grounding, structured outputs, eval suites, confidence thresholds and human-in-the-loop where stakes are high.
How AI Automation & OSINT work together.
OSINT collects the public signal. AI processes it. Automation acts on it. Your dashboard shows the result. One smart, self-operating system — sold and built as one engagement.
Frontend
User interface — chatbots, dashboards, reports.
Backend
API requests, authentication, data flow.
OSINT Layer
Collects public data — sites, social, APIs.
Database
Stores raw data and processed insights.
AI Layer
NLP, sentiment, patterns, summarisation.
Automation
Sends emails, alerts, updates, replies.
Dashboard
Insights, analytics and alerts to users.
OSINT = Data Collection
AI = Intelligence
Automation = Action
Website = Interface
Services that pair with this one.
Ready when you are
Let's build your ai & automation project.
We'll respond within 24 hours with next steps, scope and a written timeline — no slide deck required.