AI solutions, built around your business.
Custom AI systems that eliminate repetitive work, cut operational costs, and help your team scale — built by an engineer who ships, not an agency that overpromises.
Core Services
Seven areas, each solving a distinct set of operational problems.
AI Workflow Automation
Intelligent automation for the repetitive work eating your team's time.
- →Email triage: intelligent monitoring, priority classification, drafted replies, and daily digests
- →Document processing: parsing, summarization, classification, and routing
- →Internal workflows: approvals, task routing, 24/7 autonomous agents
- →CRM & pipeline automation: lead tracking, follow-up triggers, deal-stage transitions
Custom AI Agents & RAG Systems
AI systems that reason, plan, and take action — not just chat.
- →Multi-tool agentic systems with custom caching, retry logic, and validation
- →RAG pipelines: FAISS, ChromaDB, or Pinecone with BM25 + LLM re-ranking
- →Intent classification and multi-step query planning
- →Context engineering: multi-layer prompt construction with few-shot examples
Enterprise AI Integration
Connect AI to the systems your business already runs on — SAP, ERPs, and internal APIs.
- →SAP SuccessFactors OData API integration (30+ entities, custom automation)
- →Browser automation for internal UIs with no public API
- →Multi-tenant architectures with tenant isolation and credential security
- →Legacy system integration: DWR parsing, custom API wrappers, data transformation
AI-Powered Analytics & Data
Turn spreadsheets, logs, and databases into natural-language-queryable insights.
- →Natural-language → SQL/Pandas analytics with automated visualization
- →Automated log analysis with 8-stage pipeline: fetch → segment → analyze → summarize
- →Auto-generated knowledge bases from arbitrary spreadsheet structures
- →15+ chart types, interactive relationship graphs, and visual data diffs
AI Infrastructure & Security
Production-grade deployment with the security discipline most AI projects skip.
- →Prompt injection defense with soft rejection handling
- →Sandboxed LLM-generated code execution (200+ whitelisted builtins)
- →Field-level encryption, credential isolation, and sensitive-data output scanning
- →Cost-optimized deployment: prompt caching, model failover, per-query tracking
AI Consulting & Strategy
Clarity on where AI actually fits — and where it doesn't — for your specific business.
- →AI readiness assessment: what's feasible today vs. 6–12 months out
- →Build-vs-buy evaluation for AI tools and platforms
- →Technology selection: model choice, infrastructure, and cost modeling
- →Roadmap design: phased implementation that delivers value at each stage
AI Voice & Communication
Voice agents and intelligent communication systems for customer-facing operations.
- →AI voice agents for inbound/outbound calls and appointment booking
- →Multi-channel AI chatbots: website, WhatsApp, Telegram, SMS
- →Call transcription with memory systems and follow-up automation
- →24/7 AI receptionist and voicemail-to-action processing
How I Work
A clear, structured path from kickoff to deployment.
Listen
We start with your goals, your bottlenecks, and what you've already tried. No assumptions — I learn your business before proposing anything.
Map
Structured discovery: I map your tools, handoffs, data flows, and decision points. The output is a clear picture of where AI fits and what the ROI looks like.
Build
Phased implementation. Each phase delivers something working. No 6-month black-box projects — you see progress, give feedback, and get value from week one.
Why Work With Me
End-to-end delivery
Single point of contact from strategy through deployment and support. No agency handoffs, no lost context.
Privacy-first
Self-hosted models, on-premise deployments, data never leaves your infrastructure unless you want it to.
Production experience
3 production AI systems serving 50+ companies. I've solved the problems you haven't encountered yet.
Transparent process
Clear communication, documented decisions, and full handoff training. No black boxes, no locked vendor dependencies.
Built to last
Cost-optimized, maintainable systems — not throwaway proofs of concept. Every system includes monitoring, cost tracking, and operational runbooks.
Deep enterprise expertise
SAP SuccessFactors, multi-tenant SaaS, and enterprise security — I understand the constraints of big-company environments.
Ready to Talk?
Get clarity on where AI can actually improve your business.
Start with a free 30-minute strategy call.