Ashish V.

AI Automation for Service Businesses | Insurance, Accounting, Trades

THE BACKSTORY I didn't start as a tech consultant. I started in the trenches of the insurance industry, working through every operational role you can imagine. By the time I became COO of a startup commercial insurance agency, I had seen every broken process, every manual workflow, every spreadsheet held together with prayers. The mission: build from zero to substantial premium volume in an impossibly competitive market. Without unlimited budget or massive headcount. Traditional scaling wasn't an option. Hiring more people for manual processes would destroy margins. So I did what most operators don't: I learned to build. Not just dabble. I architected full automation ecosystems using AI, APIs, no-code platforms, and custom integrations. THE RESULT Within 32 months, we went from $0 to $8 million in written premium. With a lean team processing 500+ monthly submissions while most agencies our size had triple the staff. AI voice agents qualifying leads at 80% automation rates. Smart document generation cutting 2-hour COI requests down to 2 minutes. Automated quoting workflows integrated directly with carrier APIs. Real-time dashboards that turned guesswork into decisions. Customer acquisition costs dropped from $120 to $30. Conversion rates jumped from 8% to 15%. Service team capacity tripled without adding headcount. The technology didn't just save time. It changed what was possible. WHAT I DO NOW I run Tensor Garden, an AI consulting firm specializing in operational automation for service businesses. We work across insurance agencies, law firms, healthcare practices, accounting firms, contractors, MSPs, staffing companies, and other service-based businesses. The problems we solve show up in a lot of different ways. 1,000 emails a day across 28 mailboxes with no system to triage them. CRM integrations that break every time a field changes. Intake workflows that lose leads because nobody followed up fast enough. Credentialing processes that eat three people's time because nothing is automated. Manual data entry that slows down billing, quoting, reporting, and everything else. We've built AI triage systems that read, classify, and act on inbound email with structured confidence scoring and human review queues for edge cases. CRM integration workflows across Salesforce, HubSpot, Lead Docket, Litify, Zoho, and others. HIPAA-compliant automation for healthcare and legal. AI voice agents that qualify leads around the clock. Document processing pipelines that handle OCR, field extraction, PDF signing, and return submission without human involvement. Custom reporting dashboards that replace manual spreadsheet work entirely. And we don't just build automations. When the project calls for it, we can architect and deliver full production applications. THE TEAM Our team is structured deliberately. Three senior leads based in the US handle client relationships, solution architecture, and project oversight. They're backed by a European engineering unit based in the Netherlands, five senior specialists with up to 15 years of experience across AI/ML, full-stack development, data engineering, frontend, and QA. These are not junior contractors. The European team includes a CTO-level software architect who has built mission-critical platforms for government infrastructure, a master's-level AI engineer specializing in LLMs and intelligent data platforms, and specialists who have delivered production systems in regulated, compliance-sensitive environments. The combination works because the US side knows your industry and owns the relationship, and the European side brings the kind of engineering depth that most boutique consultancies can't access. Every engagement is scoped and led from the US. The technical execution matches whatever the project actually requires. WHAT MAKES THIS DIFFERENT Most AI consultants come from tech backgrounds and learn industries on the fly. I'm the opposite. 20+ years of deep operational experience. Certified Insurance Counselor (CIC). Transportation Risk Specialist (TRS). I've sat in the COO seat, managed the workflows, dealt with the carriers, and felt the exact pain points our clients come to us with. I understand your business model, your compliance requirements, and your growth constraints. Then I solve them with technology most people in your industry don't know exists. We also work under HIPAA compliance requirements regularly. Audit trails, structured logging, access controls. Not an afterthought on the projects that need it. LET'S TALK If you want a team that's actually operated the kind of business you're running, knows where the real bottlenecks are, and can build the solution from initial scoping through production deployment, let's talk. No generic advice. No cookie-cutter solutions. Just proven systems built by people who've been in your seat.