Our 2026 ranking of Visakhapatnam's 8 best AI consulting firms: Prognos Labs (9.0/10), Miracle Software Systems (8.8), IBM Consulting (8.7), Infosys (8.6), TCS (8.4), Cognizant (8.3), NTT DATA Business Solutions (8.0) and Kingvian (6.8), with costs and how to choose between a big firm and a smaller one.
Two years ago, few people would have put Visakhapatnam on a list of India's AI cities. Then Google announced a $15 billion AI hub in the region, and the big IT firms followed: IBM opened a FutureNow Centre in August 2026, Infosys has been given 20 acres for a 7,000-job campus, and TCS and Cognizant have both set up in the city.
What this means for Vizag businesses
The port had its busiest year ever in FY2025-26, handling a record 90.29 million tonnes of cargo (Deccan Chronicle). Logistics, steel, pharma and port services all generate exactly the kind of data that AI can put to work: shipping documents, sensor readings, maintenance logs.
The catch is that most of the new AI capacity in Vizag belongs to global firms serving global clients. A local business needs to know which of them will take on a mid-size project, and which local firms can do the work instead. That's what this list sorts out.
The 8 firms at a glance
# | Firm | Vizag presence | Takes mid-size projects? | Score /10 |
|---|---|---|---|---|
1 | Prognos Labs | Serves Vizag clients | Yes, that's the focus | 9.0 |
2 | Miracle Software Systems | APAC HQ, about 30 years in Vizag | Yes | 8.8 |
3 | IBM Consulting | FutureNow Centre, opened Aug 2026 | Mostly large clients | 8.7 |
4 | Infosys | Development centre, new campus planned | Mostly large clients | 8.6 |
5 | TCS | Rushikonda centre, campus planned | Mostly large clients | 8.4 |
6 | Cognizant | Interim centre, 8,000-seat campus planned | Mostly large clients | 8.3 |
7 | NTT DATA Business Solutions | GCC, IT Hills-2 | SAP customers | 8.0 |
8 | Kingvian | Two Vizag offices | Yes, small projects | 6.8 |
Firm by firm
1. Prognos Labs
Our own company, ranked first because end-to-end AI work for mid-size businesses is exactly what we do. One team scopes the problem, builds the model or agent and keeps it running. Recent results include a 65% cut in clinicians' documentation time with StethoScribe, our AI medical scribe, and an AI stylist for FitzStyles, built in 11 weeks, that raised conversion 3.2 times. prognoslabs.ai
2. Miracle Software Systems
miraclesoft.com · Founded 1994
Miracle is headquartered in Novi, Michigan, but its roots in Vizag go back about 30 years. Its APAC headquarters, Miracle Heights, is in the city, along with a campus at the Rushikonda IT SEZ (Miracle). It offers GenAI, agentic automation, AI/ML and roadmap-led assessments, and runs its own private GenAI platform, miraGPT. One case study: OCR and NLP invoice automation for a healthcare company that reached about 95% straight-through processing (Miracle).
Of the firms with a big Vizag workforce, Miracle is the one most likely to take a mid-size local project seriously.
3. IBM Consulting
IBM opened a FutureNow Centre in Vizag in August 2026, one of 15 in India. It focuses on AI, hybrid cloud, data and cybersecurity, and IBM describes it as a hub for AI-first cloud transformation (Deccan Chronicle). Right for large organisations, especially those already using IBM software.
4. Infosys
Infosys opened an 83,750 sq ft, 1,000-seat development centre in Vizag in October 2023 (Infosys), and in April 2026 was allotted 20 acres for a campus expected to create about 7,000 jobs (South First). Its AI offering runs through Infosys Topaz, which launched more than 200 enterprise AI agents with Google Cloud in 2025.
5. TCS
TCS has set up a centre for about 2,000 staff at Millennium Towers, Rushikonda, with a 21-acre permanent campus allotted nearby (NewsBytes). On AI it brings large platforms such as WisdomNext, its GenAI aggregation platform (TCS). The Vizag centre's own AI work isn't public yet.
6. Cognizant
Cognizant's interim Vizag centre seats more than 1,000 people and focuses on AI, machine learning, digital engineering and cloud. Its permanent 22-acre campus will hold 8,000 seats by 2033 (Cognizant).
7. NTT DATA Business Solutions
NTT DATA Business Solutions opened a global capability centre at IT Hills-2, Rushikonda, in July 2026 with about 300 people (CXO Digital Pulse). Its AI work is built around SAP, including Joule agents and SAP's Generative AI Hub, plus AI advisory and governance (NTT DATA). The obvious pick if you run SAP.
8. Kingvian
A local firm with offices in MVP Colony and Siripuram. It offers workflow automation, custom AI models, GenAI integration and AI consultancy. It names no clients or results, so it scores lowest here; meet the team and ask for references before you commit.
A big name or a smaller firm?
The big names now in Vizag (IBM, Infosys, TCS, Cognizant) are built for multi-year programmes with large budgets. Their Vizag teams mostly serve global clients, so a local company with one AI project may find it hard to get attention. Pick them if you already have a relationship or a programme big enough to matter to them.
For a single, well-defined project, such as automating shipping documents or predicting equipment failures, a smaller firm is usually faster and cheaper, and the senior people you meet in the pitch are the ones who do the work. Miracle sits in between: a large Vizag workforce with a history of local delivery.
Costs and timelines
A proof of concept on one use case usually takes 6 to 8 weeks and costs ₹8–15 lakh on Prognos Labs projects. Production takes another 3 to 6 months and ₹20–45 lakh or more. Systems that must run on your own servers, which is common for ports and public-sector buyers, add hardware and security costs on top.
Tell us about the process you want to improve, from shipping documents to maintenance, and we'll map a realistic timeline.
Get My TimelineHow we scored, and our picks
Each firm is scored out of 10 on AI delivery (not only advice), public proof, a verifiable Vizag presence, support after launch, and whether a mid-size local business would get real attention. That last point pulled the big firms below Miracle and us, even though their AI capacity is far larger. Facts about other firms come from the linked sources, and Prognos Labs is our own company.
Our picks:
A port, logistics or manufacturing business with one AI project to start: Prognos Labs or Miracle Software Systems.
A large enterprise programme: IBM Consulting, Infosys, TCS or Cognizant.
An SAP-based business: NTT DATA Business Solutions.
A small first automation on a tight budget: Kingvian, after checking references.
If you want to talk through a specific project, get in touch with Prognos Labs. We'll tell you on the first call whether AI is worth doing for it.
FAQs
Which are the best AI consulting firms in Visakhapatnam?
Our 2026 ranking: Prognos Labs (9.0/10), Miracle Software Systems (8.8), IBM Consulting (8.7), Infosys (8.6), TCS (8.4), Cognizant (8.3), NTT DATA Business Solutions (8.0) and Kingvian (6.8).
Why are so many IT firms opening in Vizag?
Andhra Pradesh's IT and GCC Policy 4.0 for 2024 to 2029 offers investment and rental incentives for IT campuses (News On Air), and Google's planned AI hub has put the city on the map for AI work.
How much does an AI consulting project cost?
A proof of concept usually runs ₹8–15 lakh over 6 to 8 weeks, and a production system ₹20–45 lakh or more over 3 to 6 months. Large firms typically quote higher.
Can AI help port and logistics businesses in Vizag?
Yes. Common uses are reading and checking shipping documents, forecasting cargo volumes, scheduling berths and equipment, and predicting maintenance needs. Start with one process that has plenty of historical data.