Services
AI Implementation Services by Tilak Raj
I work with companies and founders to design, build, and deploy AI systems that solve real problems. Every engagement is hands-on — I write the code, configure the models, and work directly with your team.
AI Implementation for SMBs
Go from AI-curious to AI-operational in weeks, not years.
I help small and mid-size businesses identify where AI creates the most leverage, then build and deploy the right tools — workflow automation, intelligent assistants, data pipelines, and custom models. No data science team required.
What you get
- Reduced manual work across operations, finance, and customer support
- Working AI systems integrated into your existing tools (CRMs, ERPs, data stores)
- Clear ROI framework and measurement from day one
- Internal playbook so your team can operate and extend it independently
Vertical AI Product Strategy
Turn an industry problem into a defensible AI product.
For founders and operators building AI products in traditional industries — agriculture, insurance, real estate, logistics, compliance. I help you find the right problem, design the right product, choose the right model architecture, and build to a shippable MVP.
What you get
- Problem validation and market sizing for your vertical
- Product architecture designed around real user workflows
- Model selection framework (open-source vs proprietary, fine-tuned vs RAG)
- MVP scope, build plan, and launch strategy
AI Operations & Observability
Your AI is live. Now make sure it stays accurate, fast, and trusted.
Production AI breaks in subtle ways: model drift, data quality degradation, latency spikes, silent failures. I help teams build observability systems that catch these issues before users do — covering monitoring, alerting, governance, and incident response.
What you get
- Monitoring dashboards for model quality, latency, and business impact
- Data quality checks and drift detection pipelines
- Alerting and incident runbook tailored to your stack
- Governance documentation for compliance and audits
Back-Office Automation with AI Agents
Automate the repetitive work in finance, HR, and compliance.
AI agents can handle structured tasks — document review, policy lookups, data entry, report generation, compliance checks — at a fraction of the cost of manual labor. I design safe, auditable agentic workflows for your back-office, with human-in-the-loop controls where it matters.
What you get
- Mapped automation opportunities across finance, HR, and compliance workflows
- Designed and deployed AI agents with clear guardrails and audit trails
- Integration with existing document stores, spreadsheets, and line-of-business tools
- Reduced processing time and error rates on high-volume routine tasks
Who I work with
Founders building AI products
Idea to MVP, or scaling a live product.
SMBs adopting AI
Adding AI to existing operations without a data team.
Tech teams integrating AI
Embedding models into existing SaaS platforms.
Operators in traditional industries
Agriculture, insurance, real estate, logistics, compliance.
All engagements are direct and hands-on. Learn more about Tilak Raj or see the products I've shipped.