Realisier Labs

Realisier Labs — AI pilots die after the demo. Ours run in production.

Software development is no longer traditional. AI writes code, humans direct systems. Build faster, ship smarter. See what we’ve built
AI is a double-edged sword. Build with the hand that knows how to wield it. AI can multiply speed or multiply mistakes. Build AI responsibly. Get an AI audit
AI pilots die after the demo. Ours run in production. Production needs architecture, security, reliability, and observability. Built for production. Talk to Sachin

Building and running production AI for BOLD Precious Metals (since 2021) and MineralView (since 2019).

How production AI works

From trusted data to an approved business action.

AI turns trusted business data into decisions that drive action, securely and responsibly.

01 · Knowledge Secure foundation
Trusted business data, prepared for AI.
02 · Analysis Find the signal
AI finds the meaningful signal or next step.
03 · Decision Human review
A person reviews decisions where judgment matters.
04 · Action Measured output
The business acts, measures and improves the outcome.
What we do

We close the gap between demo and dependable

Anyone can show you a prototype. We do the engineering that makes AI a reliable, measurable part of your business, and stay to run it.

AI strategy & discovery

  • Find your highest-leverage AI use case
  • Size the opportunity in dollars
  • Design the path to production

Custom AI applications

  • Python · FastAPI · LangGraph · Claude API
  • Fits your .NET, SQL Server or Next.js stack
  • Guardrails & human-in-the-loop review

Deploy & operate

  • Hosting, monitoring, evaluation
  • We keep running it after launch
  • Uplift proven with real numbers
Selected work

Systems that survived contact with production

Flagship systems demonstrate how we turn a business workflow into dependable production AI.

Stella system workflow banner AI CRM · E-commerce

The CRM that decides the next move

$1.79M · recovery opportunity
  • AI picks the next best action; a marketer approves.
  • Recovery, win-backs, and price-drop alerts.
  • ~10× lower sending cost.
Read more → Pursuit system workflow banner AI CRM · Oil & Gas

The right pitch to the right owner

Live · in production today
  • AI writes persona-matched outreach; a human approves every send.
  • Picks the right channel and pitch per lead.
  • Auto-halts on reply or conversion.
Read more → Trendelier system workflow banner Content Engine · Media

Trend to publish-ready, in hours

Platform-ready · drafts
  • Watches trusted sources; catches trends that matter.
  • One insight → six-plus platform-ready drafts.
  • Human-approved before anything ships.
Read more →
See the flagship systems →
Also in production

More systems, running in production.

Six operating systems tied to real workflows and measurable outcomes.

GrowthAISEO ManagerSEO operations at BOLD OperationsPulseAI adoption, run internally
Decision supportTeams profit agentAnswers inside Microsoft Teams
Operations17 legacy jobs → 1 systemEvery run recorded · line-by-line verified Engineering~500 audit findingsIncluding critical security issues Engineering4 high-value pages fixedPageSpeed remediation
Explore all live systems →
How we work

From kickoff to a working system

  1. 01 · Discovery call

    A conversation to map your highest-leverage use case.

  2. 02 · Scoped pilot

    A working system on your data, not a slide deck.

  3. 03 · Ship to production

    Guardrails, human review, integrated into your stack.

  4. 04 · Operate or extend

    Monitoring, proven uplift, and improvements that scale.

About us

We run the playbook we sell.

Realisier Labs Pvt Ltd: One Team, Turning Ideas into Software Since 2015.

  • Led by Sachin Shinde, 25-year Senior Architect, ex-Microsoft (profile →) · delivery managed by MD Manjusha Karpe LinkedIn ↗
  • 50+ engineers providing dedicated AI & software delivery for anchor clients MineralView (since 2019) and BOLD Precious Metals (since 2021)
  • Both platforms rebuilt end-to-end with AI-first engineering
  • Rebuilt our own delivery on AI: ~2× output per engineer (internal measurement via Pulse)
  • Loop Engineering is our applied AI delivery practice: the team handles build, QA and handoff behind the architect
Tens of
AI systems in production: CRMs, SEO ops, content, adoption, Teams agent
$1.79M
Modeled cart-recovery opportunity identified, not booked revenue
30,800
Lapsed customers identified for win-back
25+ yrs
Lead architect's enterprise track record: Microsoft, Humana, Achilles
Talk to Sachin

Have an AI problem worth solving?

Tell the architect what you’re trying to change. We’ll tell you honestly whether AI is the right tool.

Email Sachin
Scoped pilot on your data Your data stays in your infrastructure Partial US hours