AI that ships.
We design, build, and operate production AI systems — turning models and ideas into software that drives real outcomes. Ten years of engineering, now focused entirely on applied AI.
From idea to a system that runs
We don't stop at prototypes. We take AI from proof-of-concept to a reliable, measurable part of your business.
AI strategy & discovery
We find the highest-leverage place to apply AI in your business, size the opportunity, and design a path to production — not a science project.
Custom AI applications
LLM agents, decision engines, retrieval systems, and automation — built into your stack and data, with guardrails and human review where it matters.
Deploy & operate
Hosting, monitoring, evaluation, and iteration. We own the unglamorous parts that make AI dependable once it's live — and prove the uplift.
AI we've put into production
A few of the systems we've built and run for real businesses.
Stella · AI CRM
The CRM that decides the next move
An AI-driven CRM for a precious-metals e-commerce retailer that computes a customer-360 from live data, picks the best next action per customer, and drafts the outreach for a marketer to approve.
- Triggers high-intent moments — failed-checkout recovery, win-backs, price-drop alerts.
- Turned a $1.79M revenue leak from failed checkouts into a recoverable outreach list.
Pursuit · AI CRM
The right pitch to the right owner
An AI outreach CRM for oil & gas mineral owners. It reads each lead's profile and behavior, picks the channel and feature to pitch, and drafts the message for a human to approve.
- Persona-matched outreach, grounded to a real feature catalog — no invented claims.
- Auto-halts drips on reply or conversion. Live in production.
Trendelier · Content engine
Trend to publish-ready, in hours
An agentic content engine that watches trusted industry sources, finds what matters, and turns each trend into platform-ready posts, scripts and video concepts — human-approved before shipping.
- One insight fans out into six-plus channel-specific drafts.
- Deterministic agent pipeline with per-node logging and a cost dashboard.
A decade of engineering, now all-in on AI
Realisier Labs grew out of RealizerTech — a software company that has shipped products for clients for over ten years. Founded by Sachin Shinde and led by Managing Director Manjusha Karpe, we've evolved that engineering depth into an AI consultancy: a team that doesn't just advise on AI, but builds and runs it in production.
We practice what we sell. By adopting AI across our own delivery, we've taken our team from 74 to 38 while shipping more — and we're driving toward 20. That's the same playbook we bring to mid-to-large companies in the US who want to adopt AI but keep hitting the gap between a promising demo and a dependable production system.
Have an AI problem worth solving?
Tell us what you're trying to build or automate. We'll tell you honestly whether AI is the right tool — and if it is, we'll build it.
hello@realisierlabs.com