Building Future-Ready Enterprises with AI Today

Leverage AI to turn Data, Intelligence and Innovation into Competitive Advantage

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

  • Data + AI Acceleration – Build your strategy, data-foundation and operating model for enterprise AI readiness.

  • Generative AI Solutions – Develop large-language-model-based copilots, workflow automation and domain-specific intelligence systems.

  • 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.

  • 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 an AI Team POD with the skills, talent and capabilities to help take the AI solution to production and support it.

  • AI Annotation + Data Labeling – Empower AI teams with high-quality training data to solve dataset challenges and fuel model training.

  • Data Analytics & Business Intelligence – Turn raw data into insights, visualizations and dashboards that support smarter decisions and enable AI downstream.

  • 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?

  • We bring enterprise scale expertise bridging strategy, data, AI development and product engineering.

  • We emphasize clarity and alignment your business goals, data maturity and AI roadmap are integrated.

  • We build for long-term value not tinkering with pilots but delivering production-grade, governable systems.

  • We adopt agile delivery with enterprise discipline fast iteration plus operational robustness.

  • 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

Client Reviews