Zeer Miracle Software Systems / intent / miracle-software-systems

Miracle Software Systems

1001-5000 employees·Novi, United States·miraclesoft.com

Observed, not inferred · updated weekly

Buying intent

39 tracked signals | Top 15 topics are below | HR and Engineering are carrying most of it.

25signals · 30 days
29topics tracked
62.5%attributed to a team

Attention by team

LinkedIn activity, by team

Where Miracle Software Systems's own people are actually spending their attention, by team, by topic. Bands run Low to High against the busiest pairing on this page, and each cell also shows how much of that team's own activity it represents.

Artificial Intelligence
Hiring
AI Agent Software
Agentic AI System
Retrieval-Augmented Generation (RAG)
Password Reset
HR
High29% of team HR to Artificial Intelligence: High, 29% of this team's signals
High29% of team HR to Hiring: High, 29% of this team's signals
Medium14% of team HR to AI Agent Software: Medium, 14% of this team's signals
Medium14% of team HR to Agentic AI System: Medium, 14% of this team's signals
Medium14% of team HR to Retrieval-Augmented Generation (RAG): Medium, 14% of this team's signals
HR to Password Reset: no signal
Engineering
Medium50% of team Engineering to Artificial Intelligence: Medium, 50% of this team's signals
Engineering to Hiring: no signal
Engineering to AI Agent Software: no signal
Engineering to Agentic AI System: no signal
Medium50% of team Engineering to Retrieval-Augmented Generation (RAG): Medium, 50% of this team's signals
Engineering to Password Reset: no signal
Sales
Medium100% of team Sales to Artificial Intelligence: Medium, 100% of this team's signals
Sales to Hiring: no signal
Sales to AI Agent Software: no signal
Sales to Agentic AI System: no signal
Sales to Retrieval-Augmented Generation (RAG): no signal
Sales to Password Reset: no signal
Others
Medium17% of team Others to Artificial Intelligence: Medium, 17% of this team's signals
High33% of team Others to Hiring: High, 33% of this team's signals
Medium17% of team Others to AI Agent Software: Medium, 17% of this team's signals
Medium17% of team Others to Agentic AI System: Medium, 17% of this team's signals
Others to Retrieval-Augmented Generation (RAG): no signal
Medium17% of team Others to Password Reset: Medium, 17% of this team's signals
LowMediumHigh·  banded against the busiest pairing on this page

Topics being researched

30-day window

Every tracked topic, ranked by volume, not by our guess at what matters. Confidence is the classifier's own certainty that a signal belongs where we've filed it.

Artificial Intelligence
LinkedIn
High volume
96%
last
4d ago
Hiring
LinkedIn
High volume
92%
last
10d ago
AI Agent Software
LinkedIn
Medium volume
92%
last
4d ago
Agentic AI System
LinkedIn
Medium volume
98%
last
4d ago
Retrieval-Augmented Generation (RAG)
LinkedIn
Medium volume
98%
last
10d ago
Password Reset
LinkedIn
Low volume
98%
last
4d ago
Business Model
LinkedIn
Low volume
98%
last
10d ago
IT modernization
LinkedIn
Low volume
98%
last
18d ago
Agile Transformation
LinkedIn
Low volume
98%
last
10d ago
Azure DevOps Services
LinkedIn
Low volume
92%
last
15d ago
Stakeholder Management
LinkedIn
Low volume
98%
last
15d ago
Financial Services
LinkedIn
Low volume
98%
last
10d ago
Generative AI
LinkedIn
Low volume
98%
last
4d ago
Process Engineering
LinkedIn
Low volume
98%
last
10d ago
Cloud Transformation
LinkedIn
Low volume
98%
last
18d ago

Need intent for a specific topic or industry?

We track the full taxonomy across every account in the graph — including themes not shown on this page.

Talk to us

Who's active at Miracle Software Systems

verified title on file

Titles, seniority and topic straight from each person's own activity, with a LinkedIn link so you can check any of them yourself.

Others3 active
Senior ICresearching Cloud Transformation
in
researching Agentic AI System
in
HR2 active
Senior ICresearching Artificial Intelligence
in
Senior ICresearching QR Code
in
Engineering1 active
Senior ICresearching Retrieval-Augmented Generation (RAG)
in
Sales1 active
Senior ICresearching Data Analytics
in

Primary products / business lines

LinkedIn company profile

Miracle Software Systems, Inc. is a Global Systems Integrator offering a wide range of IT services and solutions, specializing in SOA, Connectivity, Process Integration, Commerce, Cloud, Mobile, and Big Data.

Top accounts researching Miracle Software Systems

names withheld on the public page

These are companies whose own people brought up Miracle Software Systems unprompted, not accounts we guessed might be interested. We can't yet tell an implementation partner from a genuine buyer here, names unlock along with the buyer profile below.

129,094 companies · 649,540 people are researching Artificial Intelligence

Miracle Software Systems's own team shows 5 signals on this topic. No one outside Miracle Software Systems has been seen researching the company by name yet — so this is the market it sits in, not a list of its buyers.

  • Hiring66,174 cos · 318,882 people
  • AI Agent Software22,142 cos · 74,480 people
Sign up to see which companies →

Buyer profile

company size · seniority

Company size and how senior the people involved are, the two things that decide whether this is a real deal. Competitor overlap isn't computed yet for this account.

Unlock the buyer profile

Company-size breakdown and buyer seniority mix for accounts researching Miracle Software Systems.

Company size breakdown
Buyer seniority mix

Sign up to learn more

Create an account to explore buyer insights as they become available.

Sign up to learn more →

Buying committee functions

Employee job titles (LinkedIn)

HR / Talent — 2 people; Sales — 1 person

What's been said

public posts mentioning Miracle Software Systems

Up to 9 public excerpts naming Miracle Software Systems from the past 365 days, across LinkedIn, Reddit, X, YouTube and other public sources.

LinkedIn

We Miracle Software Systems, Inc are hiring for Python Developers for Full-time at Novi, MI location. Requirement Details: Job Title: Python Developer (FastAPI) Location: Novi, MI Role Overview: We are looking for an experienced Python Developer with strong expertise in FastAPI to design and develop high-performance APIs and backend systems. The ideal candidate should have hands-on experience in building scalable applications, working with databases, and collaborating using version control tools. Experience: 5–6+ Years Key Skills Required: Strong fundamentals in Python Hands-on experience with FastAPI Solid experience in API development (RESTful services) Good understanding of databases (SQL & NoSQL) Experience with Git / version control systems If you are interested please reach me at 248-412-0232 or share me resume to my mail skolli4@miraclesoft.com #Python #API #SQL #NOSQL #Fulltime #immediatehiring

May 2026
LinkedInAI Transformation

🚨 Mastering AI Risk in Regulated Industries – A Practical Playbook As AI rapidly moves from experimentation to enterprise-scale adoption, risk, compliance and governance are no longer optional they are foundational. In highly regulated industries, the stakes are even higher, where AI can amplify existing risks across data, operations and decision-making. Building on my previous perspective on AI ethics and governance, this latest blog delivers a concise, actionable playbook to help organizations operationalize AI responsibly. 🔗 Read more: https://lnkd.in/gBhgPKsQ https://lnkd.in/g_BYNBwv 🔍 Key Highlights: 1. Risk is operational, not just theoretical – AI inherits gaps from underlying systems, data and processes 2. Governance must be embedded, not layered – Policies alone don’t scale without execution-level controls 3. Traceability & accountability are critical – Especially with GenAI and Agentic AI systems 4. Balance innovation with compliance – Enable speed without compromising regulatory alignment 5. From principles to practice – Turn ethical AI into measurable, enforceable workflows 💡 The reality? Most enterprises still struggle with fragmented AI governance and hidden risks making a structured playbook more critical than ever. At Miracle Software Systems, Inc , we help enterprises: ✅ Enable AI readiness and Establish AI Hub with Strong Data Foundation and reliable data ✅ Establish robust Governance & Data Operating Models aligned with regulatory mandates ✅ Operationalize ethical principles into day-to-day workflows ✅ Balance innovation with risk management across regulated industries ✅ Empower stakeholders with clarity, compliance, and confidence in AI-driven outcomes 👉 Let’s shape the future of AI - responsible, compliant and transformative. #AI #GenAI #AgenticAI #Governance #AIEthics #Ethics #Compliance #DataGovernance #AIGovernance #GovernanceStrategies #DigitalTransformation #RegulatedIndustries #MiracleSoftwareSystems Miracle Software Systems, Inc Satish Kumar Besetti Satish M. Santosh Akkinapalli Santosh Naiko Santosh prasanth Harish Penuganthi Chanakya Lokam Chris Sesetty Sanjeev Naidu Deepraj Singh Chauhan Sameer Jaokar Rick Yellapu RICK PAILA Suresh Andavarapu Manohar Reddy Putluru Satish Mongam Prasad Lokam Uday Kodati Siva Kusampudi https://lnkd.in/gBhgPKsQ

Apr 2026

About this data. Miracle Software Systems (miraclesoft.com). Department attribution is 62.5%; remaining activity is grouped under Others. Updated 2026-09-25T18:00:10.181Z.

Not yet computedPer-team narrative summaries