Our Enterprise AI offering is built for organizations ready to move beyond experiments and deploy mission-critical AI at scale. We help enterprise leaders embed artificial intelligence (AI) across data, workflows, products and operations, so you deliver reliable, measurable outcomes and transform how you compete.
Our team consists of solution architects, AI developers, prompt engineers, data and machine learning specialists, product managers and designers.
Why Enterprise AI Matters
Enterprise AI means using machine learning, natural language processing and other advanced techniques to solve business-level challenges at scale—driving automation, insight and innovation across functions. Many AI initiatives stall because they are treated like point projects instead of enterprise systems. We take a holistic approach that aligns strategy, data, deployment and governance from the start.
Our Four-Pillar Approach
1. Strategy & Use-Case Prioritisation
We partner with your executive team and technology leaders to identify high-impact use cases, assess data readiness, define ROI metrics and build a roadmap that connects AI to business value, not just technology hype. How we develop clarity, alignment and strategic foundation.
2. Data, Infrastructure & Enablement
We strengthen your enterprise’s data foundation: data sourcing, ingestion, quality, governance, cloud and hybrid infrastructure. That foundation powers scalable AI systems and long-term intelligence and avoids the trap of siloed pilots.
3. Model Development, Integration & Governance
From custom machine-learning models to state-of-the-art generative-AI agents, we design, tune and deploy AI solutions that integrate with your workflows and systems. Robust monitoring, model-ops, governance and lifecycle management are built in.
4. Scaling, Adoption & Productisation
Value doesn’t come from a deployed model alone but from its adoption, evolution and embedment in your organisation. We support change management, operating-model design, AI-native product development and the scaling of pilots into enterprise-wide solutions.
Enterprise AI Services Across Our Portfolio
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Data + AI Acceleration – Build your strategy, data-foundation and operating model for enterprise AI readiness.
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Generative AI Solutions – Develop large-language-model-based copilots, workflow automation and domain-specific intelligence systems.
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AI Accelerator Workshops – A facilitated session to uncover where generative AI could bring value to your business; part of our strategy work, helping you prioritize and align.
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AI Architecture + Development Assessment – An in-depth identification of the optimal architecture, AI models, prompts and refinement required to develop a generative AI solution.
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AI Engineering Team PODs – Build an AI Team POD with the skills, talent and capabilities to help take the AI solution to production and support it.
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AI Annotation + Data Labeling – Empower AI teams with high-quality training data to solve dataset challenges and fuel model training.
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Data Analytics & Business Intelligence – Turn raw data into insights, visualizations and dashboards that support smarter decisions and enable AI downstream.
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AI-Native Software Product Development – Launch AI-embedded SaaS or enterprise products that incorporate intelligence at the core, not as an after-thought.
Why Choose ISHIR for Enterprise AI Consulting Services?
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We bring enterprise scale expertise bridging strategy, data, AI development and product engineering.
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We emphasize clarity and alignment your business goals, data maturity and AI roadmap are integrated.
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We build for long-term value not tinkering with pilots but delivering production-grade, governable systems.
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We adopt agile delivery with enterprise discipline fast iteration plus operational robustness.
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We interlink services across data analytics, data infrastructure, model deployment and product development to create unified, end-to-end solutions.
Generative AI has the potential to transform the way businesses operate, and we are committed to helping businesses take advantage of this technology. ~ Rishi Khanna
Explore AI Use Cases
Knowledge Bases
Extracting insights from unstructured data and surfacing them through natural language conversations.
Recommendation Engines
Providing guidance through AI-enabled recommendations for better product experiences.
Contract Analyses
Reviewing and commenting on contract provisions, increasing efficiency in legal processes.
Service Automations
Reducing customer service time by automating processes.
Creative Support
Generating product images based on textual descriptions that may otherwise be difficult to capture.
Product Conversion
Enriching buying experiences with natural language interfaces that bolster product knowledge and confidence
Intelligent Summarization
Succinctly summarizing customer interactions with support agents to enhance customer service
Our Principles
When used thoughtfully and responsibly, we believe Generative AI holds immense promise for improving customer experiences. To guide us, we have developed a set of principles that describe how we use — and do not use — Generative AI.
Put People at the Centre
We consider humans integral to the use of Generative AI. We primarily use AI to serve people and build human oversight and control into how AI systems work
Stay in Compliance
We're committed to ensuring our use of Generative AI aligns with our contractual agreements and remains within agreed-upon terms and conditions.
Amplify Human Creativity
We use Generative AI to complement and extend human imagination and ingenuity, not replace it.
Be Responsible, Ethical, and Unbiased
We avoid using Generative AI in any way that could perpetuate discrimination, inequality, or harm to people.
Experiment and Validate Before Use
We embrace new Generative AI models as they arrive, but we first test them and learn what they are good at — and what they aren’t — before we use them.
Build for Security and Transparency
We make data privacy and protection a priority when using Generative AI. We work to ensure the role of AI is clearly communicated to those with whom we work and to the customers who use what we build.
How We Engage
AI Accelerator Workshops
A facilitated session to uncover where Generative AI could bring value to your business.
AI Architecture + Development Assessment
An in-depth identification of the optimal architecture, AI models, prompts and refinement required to develop a Generative AI solution.
AI Engineering Team PODs
Build a AI Engineering Team POD with skills, talent and capabilities to help take the AI Solution to production and support it.
AI Pilots
We help select 2-3 Pilot Use Cases. We assess feasibility, define success metrics, build a roadmap and launch a minimum viable solution.
Success Stories

Telemedco
TeleMedCo, a brainchild of passionate doctors and business leaders, emerged with a bold vision: transforming the Emergency Room experience through the power of technology. Driven by a desire to modernize, streamline, and expedite ER care for both patients and healthcare professionals.
Client Reviews
“Working in a distributed, multi-time-zone environment, we’ve needed a partner who not only delivers code but manages overlap, coordination, and communication. ISHIR has proven capable: they provide regular status updates, surface blockers in advance, and propose solutions when dependencies shift. Their ability to integrate with our internal teams, adapt to process changes, and maintain high output has made them invaluable at this scale.”
Representative
Program Manager, Large Tech Hardware Business
“We entrusted ISHIR with a suite of enhancements, integrations, and system refactoring. Their team quickly assessed the codebase, identified structural issues, and implemented improvements without disrupting existing operations. Whenever we requested changes mid-cycle, they accommodated them and communicated tradeoffs lucidly. Their responsiveness and commitment to quality make them a partner we would hire repeatedly.”
Representative
Operations Lead, Mid-Sized Business
“What originally started as a small‐scale software engagement with ISHIR evolved into a long-term partnership. Their technical acumen across modern stacks (React, Node, .NET, etc.) gave us confidence to push more ambitious features. They prove cost-effective: we see real ROI in features delivered. Their flexibility in accommodating scope changes and additional requests is a major plus. They feel invested in our success, not just the contract line items.
Anonymous
CTO, Logistics Co.
“ISHIR has become more than a development vendor — they’re a trusted strategic partner. Their team didn’t just build features; they helped us assess tradeoffs, improve processes, and plan ahead for scalability. Their proposals often include alternative approaches, efficiency improvements, and risk mitigation ideas. In our ongoing engagement, they’ve maintained communication discipline, clarity in task delivery, and alignment with business priorities. I’m confident recommending them to any company seeking a proactive, growth-oriented software partner.”
Anonymous
CTO, Hospitality Software Co.
“ISHIR has been an outstanding resource in augmenting our UX and product design capabilities. They jump in quickly, align with our design goals, and produce polished prototypes and UI screens that match our product’s vision. What stands out is their responsiveness — they actively listen, iterate, and make sure the direction aligns with our expectations. In a space where misalignment is common, ISHIR has remained a steady, reliable collaborator.”
Cassie Brown
Founder & CEO, Smart City Apartments
“We engaged ISHIR to augment our internal design team — specifically to help with product prototype in Figma and core screens of our platform. The design lead from ISHIR integrated seamlessly, delivering high-quality, thoughtful designs that resonate with our product goals. Communication is excellent — Rishi and the team are responsive, flexible, and open to feedback. They truly treat the design work as a shared goal, not a side task. We appreciate their culture fit, commitment to our vision, and the speed and consistency with which they deliver.”
Representative
CEO, Multi-Family Prop-tech Vertical Platform
“We hired ISHIR to build native mobile apps (iOS and Android) to complement our web LMS product. Beyond just feature delivery, ISHIR contributed strategy, process improvements, and architectural suggestions. As a result, our app store ratings improved dramatically, and we currently maintain a ~99.8% crash-free rate on both platforms. Their PM and architecture leads work closely with us; they’ve helped us stabilize and streamline our update process. That said, sometimes feature costs aren’t fully clear until later — that’s an area for growth. But overall, they’ve become a trusted extension of our internal team, not just a vendor.”
Representative
CTO, Health / Wellness Company
“ISHIR stepped in to take over our existing development, including daily operations, analytics, bug fixes, and a major mobile upgrade of our SaaS platform — for iOS and Android. They brought structure, a strong process, and good alignment with our roadmap. Their team balanced in-house and offshore resources effectively, adding cost efficiencies while delivering quality. Over time, they made strategic recommendations: cleaning up legacy code, improving architecture, and planning releases more predictably. While there were moments when timelines slipped slightly, they always communicated clearly and adapted. Their technical insight, communication, and willingness to improve with us made them a reliable and valuable partner.”
Jon Schultz
CEO, ezLocator
“We engaged ISHIR to take over development and maintenance of our field and supervisor mobile apps, including data upload features, web forms, and environmental monitoring tools. From the start, their process impressed us — we used Slack and Confluence to stay in sync, and they proactively raise change requests when scope evolved. Their team is knowledgeable, responsive, and genuinely cares about our success. The internal stakeholders are delighted with the improved efficiency and stability. The turnaround time is minimal, communication is clear, and we always feel like a valued client. I wholeheartedly recommend ISHIR to any organization seeking a dependable long-term technical partner.”
Charlotte Reel
Project Manager, CoreTech Solutions
Brian Normington
Hulk USA
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