AI Capabilities

AI consulting that turns ideas into a plan you can fund.

We connect business goals to the right AI options — assessing readiness, prioritising use cases and shaping the architecture, governance and roadmap your leadership can sign off.

Trusted by enterprises and fast-growing startups

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Our core capabilities

Strategy grounded in engineering reality

Our consultants are engineers who ship AI to production, so every recommendation is checked against your data, systems, budget and regulatory exposure — not just a slide deck.

Frameworks we align withNIST AI RMFISO/IEC 42001EU AI ActDPDP Act 2023GDPRHIPAA
  • AI opportunity discovery

    Workshops across teams to find where AI moves the numbers.

  • Readiness assessment

    Data, infrastructure, skills and process gaps made visible.

  • Use-case prioritisation

    Business cases with effort, value and risk side by side.

  • Build vs buy advice

    Platform, model and vendor choices with trade-offs explained.

  • Responsible AI and governance

    Policies, controls and oversight that satisfy legal and IT.

  • Roadmap and investment plan

    Phased plan with milestones, budget and success metrics.

Services

Consulting that de-risks every decision

Open a service to see what you receive. Each one stands alone or feeds straight into the next.

AI Strategy Development

An AI strategy tied to business goals, with priorities your leadership team agrees on.

  • Leadership and team workshops
  • Opportunity mapping by function
  • Value and feasibility scoring
  • Board-ready strategy document
Discuss this service

AI Readiness Assessment

A clear picture of whether your data, platforms and people are ready — and what to fix first.

  • Data quality and access review
  • Infrastructure and security review
  • Skills and operating-model gaps
  • Remediation plan
Discuss this service

AI Proof of Concept

A working prototype on your own data that proves accuracy and value before the big spend.

  • Success criteria agreed up front
  • Prototype on real data
  • Accuracy, cost and latency report
  • Go / no-go recommendation
Discuss this service

Generative AI Consulting

Find and de-risk the GenAI use cases that matter — from assistants to content and code.

  • Use-case and risk assessment
  • Model and platform selection
  • RAG and grounding design
  • Cost and safety guardrails
Discuss this service

Machine Learning Consulting

Forecasting, scoring and optimisation models scoped around measurable outcomes.

  • Problem framing and KPIs
  • Feature and data strategy
  • Model approach and evaluation plan
  • MLOps and monitoring design
Discuss this service

AI Governance Consulting

Policies, controls and oversight so AI is used safely, fairly and in line with regulation.

  • AI policy and acceptable use
  • Risk and impact assessments
  • Model documentation and audit trails
  • Human oversight design
Discuss this service

Struggling to turn AI ideas into a clear plan?

Spend a working session with our consultants and leave with a shortlist of use cases worth pursuing.

Build your AI roadmap

Our success stories

Problems solved, in production

Real projects across AI, data, healthcare and commerce — from the first workshop to a live system.

Healthcare tech

Patient Data Migration

Secure enterprise migration of legacy patient health records to modern cloud infrastructure under strict compliance.

Read case study
Medical AI research

Breast Cancer Detection AI

Clinical-grade diagnostic and imaging assistance for cancer research — CNN classification combined with U-Net segmentation.

Read case study
E-commerce innovation

E-Commerce Website

Multi-vendor digital storefront and catalogue system for high-value designer commerce.

Read case study
Industrial IoT

IIoT Data Pipeline & Dashboard

Predictive anomaly detection and telemetry aggregation pipelines optimised for industrial manufacturing environments.

Read case study
Climate tech

Climate Data Classification

Large-scale climate intelligence and environmental classification platform for advanced data processing.

Read case study
Insurtech solutions

Health Data Visualization

Secure analytics suite and health data visualisation platform for high-volume enterprise tracking.

Read case study

Why Pyzen

Not the usual consulting playbook

Where AI programmes usually stall — and what we do differently from the first workshop.

What often happensHow Pyzen works
A tool is chosen first and the problem is bent to fit it.
Opportunity before technologyWe start from the business outcome and the cost of the process today, then choose the AI approach — not the other way round.
A model is picked before data flows and security are understood.
Architecture before model selectionData flows, security and integrations are designed first, so models can be swapped as better ones arrive.
A large build is funded on a slide-deck business case.
Proof before full buildA working pilot on your own data proves value and accuracy before the larger investment is committed.
Existing systems are replaced or quietly worked around.
Built around your systemsWe extend the CRM, ERP, cloud and data platforms you already run instead of asking you to replace them.
Automation runs with little visibility and no easy override.
Human oversight by designApproval steps, confidence thresholds and audit trails keep people in control of the decisions that matter.
Strategy is handed over, and delivery starts again from scratch.
From strategy to supportThe same senior team takes you from roadmap to production, then monitors, retrains and improves what we built.

Our roadmap

From first workshop to funded roadmap

Drag, swipe or use the arrows to walk through the engagement. Every stage ends with something leadership can review.

  1. Business needs assessment

    We learn your goals, constraints and the metrics leadership cares about.

  2. AI opportunity discovery

    Workshops across functions surface where AI can remove cost or create revenue.

  3. Readiness and gap analysis

    Data, systems, skills and processes are reviewed against each opportunity.

  4. Use-case prioritisation

    Opportunities are scored on value, feasibility and risk to pick the first wave.

  5. Strategy and technology advisory

    Architecture, platforms, models and build-vs-buy decisions are made with you.

  6. Governance, risk and compliance

    Policies, controls and oversight are designed for your regulatory exposure.

  7. Pilot and implementation guidance

    A proof of concept validates the plan, and we guide the build that follows.

  8. Scale and continuous improvement

    Results are measured, the roadmap is refreshed and new use cases are added.

Engagement options

Pick the way you want to work

Start with a fixed-scope sprint, then move to another model as the roadmap grows.

Good place to start

Fixed-scope project

A defined outcome, timeline and price — ideal for assessments, pilots and well-understood builds.

Best for pilots and auditsDiscuss this option

Dedicated AI team

Engineers, data scientists and a delivery lead working as an extension of your own team.

Best for ongoing roadmapsDiscuss this option

Milestone-based engagement

Budget released stage by stage, each stage tied to a measurable result you sign off.

Best for phased programmesDiscuss this option

Support and optimisation

Monitoring, retraining, cost tuning and new use cases on a monthly retainer.

Best for live AI systemsDiscuss this option

Technology

Vendor-neutral advice on the stack

We recommend from what we have shipped, not from partner quotas.

AI and ML

  • OpenAI
  • Claude
  • Gemini
  • Llama
  • Hugging Face
  • PyTorch
  • scikit-learn

Data

  • Snowflake
  • Databricks
  • BigQuery
  • PostgreSQL
  • Pinecone

Cloud

  • AWS
  • Microsoft Azure
  • Google Cloud

MLOps and monitoring

  • MLflow
  • Kubeflow
  • Weights & Biases
  • Grafana

Compliance

Governance your board can sign off

Hover or focus a framework to see what we cover.

  • NIST AI RMFRisk identification, measurement and management across the AI lifecycle.
  • ISO/IEC 42001Management-system controls for responsible AI development and use.
  • EU AI ActRisk classification, transparency and documentation for systems used in the EU.
  • DPDP Act 2023Consent, purpose limitation and data-principal rights under India's data protection law.
  • GDPRLawful basis, data minimisation and data-subject rights for EU personal data.
  • HIPAASafeguards for protected health information in healthcare workflows.
  • SOC 2Security, availability and confidentiality controls for hosted systems.
  • PCI DSSProtection of cardholder data wherever payments are touched.

Know what your AI investment may look like.

Get a phased cost breakdown for your priority use cases — from proof of concept to scale.

Request a cost breakdown

FAQ

Questions leaders ask us

Anything else? Ask an expert →

How much do AI consulting services cost?

A focused readiness assessment or strategy sprint is usually a fixed-price engagement. Broader programmes are priced by phase, so you only commit to the next step once the previous one has delivered.

How long does an AI consulting engagement take?

A strategy or readiness sprint typically takes a few weeks. A proof of concept follows in a similar timeframe, depending on data access and integrations.

Do we need clean data before we start?

No. Part of the assessment is finding out what data you have, how usable it is and what it would take to close the gaps for each use case.

Can you also build what you recommend?

Yes. Our consultants and engineers work as one team, so the same people who shape the roadmap can deliver the pilot and the production system.

How do you handle AI risk and compliance?

We assess each use case against frameworks such as the NIST AI RMF, ISO/IEC 42001, the EU AI Act and India's DPDP Act, and design human oversight, documentation and audit trails accordingly.

Related capabilities

Explore more AI capabilities

Most programmes combine several of these. We help you choose the right mix.

Start a conversation

Let's talk about AI Consulting.

Emailsales@pyzenlabs.com Phone+91 99718 38777
NoidaSector 62, Uttar Pradesh
GurugramUdyog Vihar, Haryana

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