Generative AI Consulting
Trusted & Certified
Updated Mar 2026
ISO 27001 · Certified
SOC 2 Type II · Compliant
Deloitte Fast 50 · Awarded
ERC-3643 · Compatible
KYC / AML · Integrated
MiCA-Ready · EU Compliant
VARA · UAE Licensed
OpenAI Partner · Certified
ISO 27001 · Certified
SOC 2 Type II · Compliant
Deloitte Fast 50 · Awarded
ERC-3643 · Compatible
KYC / AML · Integrated
MiCA-Ready · EU Compliant
VARA · UAE Licensed
OpenAI Partner · Certified
ROI & Value
Key Metrics
Average Client ROI
Value Identified
Strategy to Production
Knowledge Work Automation
$3M–$20M/year
Failed POC Prevention
$2M–$5M/year
Vendor Consolidation
$1M–$8M/year
Case Study
Top-15 Global P&C Insurer
Insurance
The Challenge
The team had been experimenting with GenAI for a while, but nothing was really moving forward. There were too many disconnected pilots, no clear direction, and growing pressure from leadership to show where the value was.
Our Solution
We stepped in to simplify the picture. Through a focused strategy exercise with key stakeholders, we helped the team cut through the noise, identify the use cases worth pursuing, put the right governance structure in place, and move one priority initiative into a real delivery phase quickly.
$6.2M/year ↗ 11 min/claim eliminated × 400K claims
from claims automation
$4.8M/year ↗ 85% extraction automated
from document extraction
78 days ↗ vs. 18 months of zero production prior
Time to Production
Ready ↗ All 4 systems classified and documented
for EU AI Act readiness
LLM Strategy Comparison
Our Recommendation
Start with API-based models to move quickly and validate real use cases. If costs rise or data residency becomes a priority, shifting to a self-hosted Llama setup usually makes more sense.
Let’s Build Your AI Strategy Together
Schedule a complimentary 30-minute call with our senior AI architects for practical technical insights.
As a top generative AI consulting company, we use deep learning and natural language processing to build systems that understand context, handle language more naturally, and support tasks like summarization, search, content generation, and knowledge assistance across real business workflows.
Computer Vision and Image Synthesis
Our team brings strong expertise in computer vision and image synthesis to build AI systems that can interpret visual data, recognize patterns, and generate high-quality outputs for use cases involving image analysis, automation, and product experiences.
Reinforcement Learning and Simulation
We apply reinforcement learning and simulation techniques to create intelligent systems that can adapt through interaction, improve over time, and support more dynamic decision-making in complex business environments.
Data Engineering
Our gen AI consulting services also focus on building the right data foundation by organizing complex datasets, improving data quality, and creating scalable pipelines that support model training, fine-tuning, and reliable performance.
Many businesses start with a strong interest in GenAI but struggle to turn that interest into something usable at scale. Without the right direction, even promising ideas can stay stuck in testing mode instead of creating real business value.
Value Gaps
Many teams start with the technology instead of the problem they are trying to solve. A strong generative AI consulting company helps connect GenAI efforts to clear business goals, so the work is tied to outcomes instead of assumptions.
Data Readiness
GenAI adoption often slows down when the data behind it is incomplete, scattered, or hard to use. This is where generative AI consulting services become valuable, helping businesses build on a foundation that can actually support long-term use.
Pilot Overload
A lot of businesses run multiple experiments but struggle to turn any of them into real working solutions. Without clear priorities and a practical rollout plan, GenAI efforts can keep moving without actually going anywhere.
Governance Risks
When governance is left for later, GenAI becomes harder to scale with confidence. Businesses need the right controls, accountability, and oversight early, not after the risks have already started to grow.
Stack Decisions
Choosing the wrong tools or models can create unnecessary cost and complexity. The right approach is not about picking what is popular but what fits the business, the use case, and the long-term plan.
Team Adoption
Even good solutions can fail when teams do not know how to use them or trust the output. Experienced generative AI consultants look beyond the technology and help businesses bring GenAI into real workflows in a way that feels useful and practical.
88%
of GenAI POCs never reach production
$4.4T
annual GenAI value potential by 2030
2026
EU AI Act high-risk enforcement
Every year without a coherent GenAI strategy can cost organizations between $5M and $50M in missed productivity gains while competitors move faster.
At Ment Tech, our generative AI consulting services are designed to help businesses move from exploration to real execution. As a generative AI consulting company, we help teams make the right decisions early, so their GenAI efforts stay practical, focused, and tied to real business value.
GenAI Readiness Assessment
We assess your data, systems, workflows, and internal capabilities to understand how ready your business is for GenAI and what needs attention before moving forward.
Use Case Discovery and Prioritization
Our generative AI consultants help you identify the use cases that are worth investing in, based on business impact, feasibility, and how well they fit your goals.
Generative AI Strategy Development
We build a clear roadmap that shows where to start, what to prioritize, and how to scale GenAI in a way that makes sense for your business.
Model and Technology Selection
We help you choose the right models, tools, and infrastructure based on cost, performance, privacy, and long-term fit, so the technology supports your business properly.
Solution Design and Pilot Validation
We shape focused pilots around high-value opportunities, so you can test what works, prove value early, and avoid wasting time on disconnected experiments.
Governance and Integration Planning
As a generative AI consultancy, we also help define the controls, workflows, and rollout approach needed to bring GenAI into your existing operations with more confidence and less friction.
Compare reactive GenAI experimentation with a more strategic approach built to improve adoption, reduce waste, and create measurable impact.
See Our AI Solutions in Action
Get a personalized live demo tailored to your use case, led by the same engineers who build client systems.
Technical Architecture
OWASP LLM Top 10 assessment before production
EU AI Act risk classification for all AI systems
Data privacy impact assessments for GenAI with personal data
Prompt injection and jailbreak testing
AI incident response plan and escalation playbook
Generative AI Technology Stack for Scalable Business Solutions
AI Frameworks & Libraries (12)
ML Infrastructure & Cloud (10)
Foundation LLM Models (8)
Enterprise Integrations
At Ment Tech, our process is built to keep generative AI consulting practical from day one. Competitor pages usually follow a similar flow around use case discovery, readiness, model selection, prototyping, implementation, and continuous improvement, but our focus stays on helping businesses move forward with more clarity and less wasted effort.
We start by understanding your business goals, current challenges, and where GenAI can create real value. This helps us focus on the use cases that matter most instead of chasing ideas that look good on paper.
Next, we review your data, systems, access model, and internal workflows to see what is ready and what needs work first.
Once the priorities are clear, we recommend the right model, architecture, and delivery path based on your use case, budget, and operating environment.
Before scaling, we shape a focused pilot to test feasibility, user experience, and expected value.
After validation, we move into implementation and connect the solution to your existing systems and workflows.
Our team continues to monitor performance, refine outputs, and improve security, compliance, and adoption as business needs evolve.
GenAI compliance support for the EU AI Act, NIST AI RMF, ISO/IEC 42001, and sector-specific requirements.
European Union
United States
United Kingdom
Singapore
UAE
Canada
Australia
Trail of Bits
AI/ML security assessments
HiddenLayer
AI model security platform
Robust Intelligence
AI risk management
BishopFox
AI red teaming services
NCC Group
Enterprise AI security
Cure53
LLM API security testing
ISO/IEC 42001
SOC 2 Type II
ISO 27001
GDPR Compliant
OWASP LLM Top 10
Prompt injection detection and prevention
LLM output filtering and content moderation
Role-based access control for AI endpoints
PII detection & automatic redaction
Hallucination detection & confidence scoring
Rate limiting & abuse prevention
Audit logging for all AI interactions
Model versioning & rollback capability
Adversarial input detection
Data residency & sovereignty controls
End-to-end encryption for sensitive prompts
Human-in-the-loop escalation workflows
Enterprise-Grade Security
Bank-level encryption and compliance standards
256-bit AES Encryption
99.99% Uptime SLA
24/7 Monitoring
Our approach focuses on building generative AI solutions that align with your industry’s realities, so the technology feels practical, usable, and valuable from day one.
Financial Services GenAI Strategy
As a generative AI consulting company, we help financial institutions identify practical GenAI use cases across banking, insurance, and capital markets while keeping governance, risk, and compliance in focus from the start.
Healthcare AI Transformation
Our generative AI consulting services support healthcare organizations in shaping AI strategies for areas like radiology, revenue cycle, and patient engagement, with the right attention to privacy, compliance, and operational fit.
Legal GenAI Roadmap
We help legal teams apply GenAI to contract review, research workflows, and secure knowledge access, making it easier to improve productivity without compromising client confidentiality.
Manufacturing AI Pilot
For manufacturing businesses, we design GenAI solutions that support field teams with faster access to technical knowledge, equipment documentation, and service guidance across large-scale operations.
Retail and E-commerce AI Use Cases
We help retail and e-commerce businesses use GenAI for product content generation, customer support automation, personalized recommendations, and faster merchandising decisions across digital channels.
Enterprise Knowledge Automation
We build GenAI systems that help organizations organize internal knowledge, improve search across documents, and support teams with faster access to the information they need to work more efficiently.
Get Your Tailored Project Quote
Share your requirements and receive a detailed technical proposal with transparent pricing within 48 business hours.
Advisory engagements designed to support businesses at different stages of their GenAI journey, from early strategy planning to long-term transformation.
Strategy Sprint
A focused 3-week engagement built to define priorities, shape the roadmap, and create a strong business case for GenAI investment.
Organizations starting their GenAI journey or looking to reset after failed pilots.
Strategy and Pilot
A combined engagement that covers both strategic planning and 90-day delivery of a high-priority use case.
Businesses that need a clear roadmap and production proof within one quarter.
GenAI Transformation
A longer-term engagement focused on making GenAI a lasting business capability across teams and functions.
organizations looking to embed GenAI into the business with the right strategy, governance, and execution model.
What's Included in Every Engagement
FAQ
Still have questions? Our team is here to help.
Through generative AI consulting, your business discovers which GenAI applications create actual benefits while saving money and establishing a complete strategy for implementing and expanding their use.
Generative AI consultants assist with assessing readiness, discovering use cases, developing roadmaps, selecting models, designing pilots, and handling governance, integration, and optimization processes.
Select a company that explains business objectives through its solution choices and will assist your business strategy development and execution processes. The important factor extends beyond having numerous equipment options.
A successful generative AI consultancy establishes clear guidance for business development while determining priority needs and enforcing essential controls that enable an efficient transition from concept development to actual product launch.
The cost depends on scope, complexity, and delivery needs. Smaller advisory projects cost less, while larger strategy and implementation engagements require a bigger investment.
A simple pilot can take a few weeks, while a full implementation usually takes longer because it involves planning, integration, testing, and governance.
Our company provides generative AI consulting services that deliver actual business results instead of focusing on testing activities. We provide support to businesses as they transition from the planning stage to the implementation stage through appropriate structural development.
The support package includes testing and monitoring processes, performance enhancements, security assessments, and ongoing updates that respond to feedback and operational requirements.
Your selection depends on your use case and budget, privacy requirements, and performance targets. The correct model for your needs exists between the two valid options.
Still have questions?
Can’t find the answer you’re looking for? Our team is here to help.
Key Takeaways
Related Services
Turn your strategy into real, working systems with our build-focused approach. As part of our generative AI consulting services, we help move from planning to production with solutions designed for real-world use.
AI Consulting
For businesses looking beyond GenAI, our broader AI consulting helps define long-term direction, align initiatives with business goals, and make smarter investment decisions.
Custom AI Development
Design and fine-tune large language models tailored to your business for more accurate and context-aware outputs.
AI Governance
Ensure your AI systems are built and scaled responsibly with the right governance frameworks, compliance standards, and risk controls in place, something every strong generative AI consultancy should support from the start.
Get a prioritized GenAI strategy that directs every investment toward measurable business outcomes.