AI Agents & AutomationThat Pay Back In Months
Chatbots, RAG over your documents, AI workflows, computer-vision applications and intelligent automation — designed to replace the work nobody wants to do, not to win demo theatre.
AI inside the work, not next to it
Most companies' AI investments fail for the same reason: they bolt a chatbot on the homepage and call it a transformation. We do the opposite. We start by finding the two or three high-frequency tasks your team genuinely loses hours on every week — quoting, triage, intake, status updates, support replies — and we automate those, end to end, with the right blend of LLMs, traditional code, and human-in-the-loop checkpoints.
Our AI portfolio spans real-world deployments: conversational AI assistants, AI lawyer-matching platforms, AI interview prep for students, computer-vision object detection systems, and digital twin scene simulators. We use OpenAI and Anthropic models, but also open models where data residency, cost, or latency demand it.
Crucially, we build with guardrails. Cost monitoring, prompt versioning, evals, hallucination handling, and human review where it matters. If your AI feature ships without those things, it has not shipped — it has been launched.
Real ROI, not demo theatre
We start from the workflow you're losing hours on, not from a model. AI is the means, not the headline.
Guardrailed in production
Cost caps, evals, prompt versioning, audit logs, and human checkpoints — the boring work that keeps AI safe to deploy.
RAG, not hallucinations
Answers grounded in your documents and data. Sources cited, confidence shown, deflection when uncertain.
Beyond the chatbot
AI agents that take action — book meetings, draft proposals, file tickets — not just answer questions.
What we actually deliver
Capabilities that ship together, not as eight separate sales pitches. Every project blends the ones your problem needs.
AI chatbots & virtual assistants
Conversational AI that answers questions, takes actions, and hands off to humans cleanly.
- Web, mobile, and WhatsApp deployments
- Urdu + English support
- Human handoff and escalation
- Cost monitoring
RAG over your documents
Grounded AI search and Q&A across your knowledge base, policies, manuals, or product catalog.
- pgvector / Pinecone / Weaviate
- Hybrid keyword + semantic
- Source citation
- Permission-aware answers
AI workflows (Make, n8n, custom)
Multi-step AI flows wired into the systems you already run.
- Make.com and n8n automations
- Custom Python or Node workers
- Triggered + scheduled flows
- Slack / email / WhatsApp endpoints
Computer vision applications
Object detection, counting, classification, flow analysis — production-deployed.
- YOLO and custom CV models
- Real-time and batch pipelines
- Edge and GPU deployments
- Annotation workflows
Document understanding & extraction
Pull structured data out of invoices, contracts, PDFs, and scanned forms.
- OCR + LLM extraction
- Confidence scoring
- Human review queues
- ERP / accounting handoff
Intelligent search & recommendation
Replace 'find by keyword' with 'understand what the user means'.
- Semantic product search
- Personalised feeds
- Related content engines
- A/B-tested ranking
AI agents that take actions
Beyond chat — agents that book meetings, draft proposals, file tickets, update CRMs.
- Tool-use and function calling
- Guarded action permissions
- Human approval gates
- Run logs and replay
Voice & speech AI
Urdu + English voice agents, transcription, and call-center analytics.
- Whisper-class transcription
- Real-time TTS
- Call-center QA at scale
- Multi-language routing
Tech we ship on
Modern, production-tested, and chosen because it makes your project better — not because we like the logos.
Models
Orchestration
Vector & search
Automation
Vision & voice
Industries we already serve
We have shipped in these spaces before. Even when your industry is not on the list, the patterns usually transfer.
Customer Support
Tier-1 deflection, 24/7 coverage, language support — saving real headcount cost.
Sales & Marketing
Lead qualification, outreach drafting, CRM hygiene, content production.
Document Workflows
Invoice processing, contract extraction, KYC, claim handling.
Healthcare
Patient triage, appointment intake, admin automation.
Legal & Professional
Document review, case matching, intake automation.
Education & EdTech
AI tutors, interview prep, personalized practice.
Recent work
Real, live, production-deployed projects — not concept demos.
Quikzer
AI assistant web application — conversational UI with AI-powered intelligent responses and backend API integration.
AiBic Platform
AI-driven student interview prep with intelligent mock sessions, feedback analysis, and personalized improvement.
LexiConnect
AI-powered lawyer matching platform using case type, expertise, location, and AI-driven compatibility scoring.
Smart AI Flow
AI-powered smart detection system with real-time object counting, classification, and flow analysis using computer vision.
IbexCortex
AI digital-twin platform with real-world scene simulation, scenario management, and visualization.
Frequently asked questions
The answers prospective clients usually want before the first call.
Pick the highest-frequency, lowest-judgement task your team does today. Customer-support tier-1 responses, invoice data entry, sales lead qualification, and appointment scheduling are the classic high-ROI starting points. We help you find that task in a discovery call before suggesting any technology.
Ready to put AI to work where it actually saves you hours?
Book a free 30-minute AI workflow audit. We'll identify your top three automation opportunities and give you a realistic ROI estimate — no obligation.