Build AI Driven Product Intelligence for Decision Making
Advanced Product Intelligence (API)
VersionLean pioneers AI-powered Advanced Product Intelligence (API) — helping
entrepreneurs, teams and organisations build the right product intelligence to make
strategic, data-driven decisions for their future offerings.
Advanced Product Intelligence (API) is VersionLean's proprietary framework that
fuses Artificial Intelligence and Lean philosophy to provide
organisations with a data-driven, intelligent foundation for every product decision they make.
AI-Enabled Branching & Decision Making
API leverages the advancements of large language models (Generative AI) to visualize the actionable product insights and the probable future paths — transforming raw data into intelligent decisions at every stage of development.
Lean Product Decision Making (LPDM)
Grounded in lean philosophy and the power of AI, API helps you to experiment and eliminates waste in your product pipeline and decision making — ensuring that every feature, experiment, and investment is aligned with real customer value.
Independent of Process Frameworks
API is NOT dependent on methodology, frameworks, and organizational hierarchy. From garage mode of working to Scrum, Kanban, Scaled Agile (SAFe), LeSS etc, API enables seamless decision making if used at all levels.
Alignment of WHAT-HOW-WHEN-WHERE (WHWW)
From portfolio-level strategy to feature-level decisions, the API empowers product entrepreneurs, architects, and engineers to make choices that align with the overarching vision and goals.
How API Works
Intelligence Enabled Decision Making
API powered by AI collects product and market-specific telemetry,
which assists in decision-making related to portfolio management, strategy, and implementation.
01
Sense
API provides valuable insights which will be used by intelligent AI models to create the high-value opportunities.
02
Branch
Intelligent AI models will use the highly curated API data and framework for creating the branches of decision.
03
Lean Product Decision Making (LPDM)
Use the API LPDM techniques for decision-making to select one or more of the branches.
04
Deliver & Succeed
Deliver products and services with the hight probability of being an strategic and financial success
API Is Framework-Agnostic
Advanced Product Intelligence is not dependent on your way of working, processes, or frameworks.
API works directly with your products and services — and can seamlessly leverage any or all of the
process frameworks and methodologies you already use.
Solo Founders & Garage Startups
Whether you're a one-person startup working from a garage or a bootstrapped team finding product-market fit — API empowers you to make intelligent product decisions from day one.
Mid-Sized Organisations
Scaling teams and growing product lines? API integrates with your existing workflows — Scrum, Kanban, LeSS, SAFe, or org specific — to bring data-driven intelligence without disrupting what already works.
Large Enterprises & Portfolios
Managing complex product portfolios across multiple value streams? API operates at every level — from value streams to individual products to services provided by the product — API delivers intelligence at local stage and scale.
Bottom line: API doesn't care about your org chart, process framework, or team size — it cares about yourproduct.
API Integration
Implement API in Your Product
Enhance your product by incorporating Advanced Product Intelligence (API) into the DNA
of your product development through close collaboration with us. We utilise the latest AI models
in standalone mode to safeguard against data leaks and ensure complete privacy.
Once implementation is complete, we deliver comprehensive knowledge-sharing sessions to
empower you and your teams to move forward confidently and independently.
Building Intelligence
The first step of building API is to gather data and build intelligence around your product idea, vision, goals, and roadmaps. We work with you to capture market signals, customer insights, competitive landscapes,
and internal product telemetry — creating a rich, AI-ready intelligence layer that becomes the foundation for every
strategic and implementation decisions you make going forward.
Train AI for Your Product Intelligence
We leverage the latest and most intelligent AI models to train and incorporate product intelligence tailored to your context. Choose between a standalone mode — where models run locally to safeguard complete data privacy — or connect directly to leading AI platforms from OpenAI, Anthropic, Google, Microsoft and others, optimised for minimal token usage and cost. Either way, you get a purpose-built AI layer that understands your product deeply and delivers actionable intelligence on demand.
Lean Product Decision Making (LPDM)
LPDM is a proprietary framework and custom tooling designed to help you make smarter, more confident decisions for your product from the available branches of opportunity. By combining lean principles with intelligent evaluation techniques, LPDM guides you through prioritising, validating, and selecting the highest-value path forward — ensuring every product decision is deliberate, data-informed, and strategically aligned.
Building an AIOps Pipeline
Building intelligence is a continuous activity — and so is branching and decision making. The API toolchain enables you to build a pipeline of continuous telemetry that keeps your product intelligence perpetually up to date. From real-time market signals to evolving customer behaviour, your AIOps pipeline ensures that API is always learning, always refining, and always ready to power your next strategic move.
Enterprise Adoption of API
We orchestrate large-scale adoption of Advanced Product Intelligence across your enterprise — aligning leadership vision, cross-functional teams, and technology ecosystems around a unified, intelligent product delivery model. From establishing API governance and centres of excellence to embedding AI-driven decision making into every value stream, we ensure your organisation moves from siloed product thinking to a cohesive, intelligence-first culture that scales with confidence.
Train Your People & Teams
We train and enable your people to build, operate, and extend Advanced Product Intelligence (API) as per their unique needs. Beyond the core framework, we also equip teams with the skills to incorporate and use API within their existing way of working — whether it's Scrum, Kanban, LeSS, SAFe, or any other methodology. The result: self-sufficient teams that can sustain and evolve their product intelligence capability long after our engagement ends.
Certified Trainings
Process Frameworks - Ways of Working
Our certified training programs develop both foundational and advanced skills, empowering individuals to excel
in their roles while helping organizations establish standardized workflows. These insights and mechanisms play a
crucial role in implementing the API (Advanced Product Intelligence)
API Enabler: Sense & Respond courses build the evidence-based, discovery-first mindset that is at the heart of API's intelligence layer.
Sense & Respond
Lean Product Management
LPM Workshop
The essence of modern Product Management. Define Product Strategy & validate the business model
Manage with outcomes, not outputs
Build product discovery into your process Design
Create agile product plans that are responsive to emerging business needs
Learn to facilitate Agile team events, support program execution, and coach teams in SAFe principles. Build the skills to become an effective Scrum Master within a Scaled Agile environment.
API Enabler: Scrum courses establish the iterative, inspect-and-adapt foundation that allows teams to continuously refine product intelligence through short feedback loops.
Scrum
CSM
Certified Scrum Master
Master the role of the Scrum Master — learn to facilitate Scrum events, coach teams towards self-management, and remove impediments that block value delivery.
Learn to maximise the value of your product through effective backlog management, stakeholder collaboration, and strategic product vision — the Scrum way.
Harness the power of AI to elevate the Product Owner and Scrum Master roles. Learn to leverage AI tools for backlog prioritisation, sprint insights, impediment prediction, and smarter decision making within Scrum.
Master the art and science of Advanced Product Intelligence (API). These specialised training
programmes equip you with the skills to build, operate, and scale intelligent product decision-making
— from gathering your first data point to maintaining a fully automated intelligence pipeline.
API
API — Building Intelligence
Advanced Product Intelligence: Building Intelligence
Learn how to gather, structure, and build intelligence around your product idea, vision, goals, and roadmaps. This foundational course teaches you to capture market signals, customer insights, and competitive data — transforming raw information into a rich, actionable intelligence layer that powers every product decision.
Master the proprietary LPDM framework and tooling that enables you to make smarter, more confident product decisions from the available branches of opportunity. Learn to evaluate, prioritise, and select the highest-value path forward using lean principles combined with intelligent evaluation techniques.
Learn to build and maintain a continuous intelligence pipeline that keeps your product intelligence perpetually up to date. From setting up automated telemetry and real-time data feeds to configuring AI models for ongoing analysis — this course ensures your API ecosystem is always learning, always refining, and always ready.
VersionLean is led by a seasoned Product Technologist whose deep expertise in lean product
management and AI-driven intelligence powers everything we do.
Product Technologist
Daksh Gupta
With over 20 years of hands-on experience in Lean Product Management,
Daksh has partnered with organisations of every scale — from early-stage startups
navigating product-market fit, to high-growth mid-sized companies scaling their delivery,
to global MNCs transforming how they build and innovate. His unique blend of deep
technical expertise and lean thinking is the foundation upon which VersionLean's
API implementation and training practices are built.
As the architect of Advanced Product Intelligence (API), Daksh brings
a practitioner's lens to every engagement — ensuring that AI, lean principles, and
real-world product strategy come together to create measurable outcomes.
Whether you're exploring API implementation, interested in a certified training, or want to
transform your product development — we'd love to hear from you.
Email Us
hello@versionlean.com
Call Us
+91 ****-***-*** (Send us a message / Email to share the phone number)
Mode of Engagement
Available globally — online & in-person
Our Services
API ImplementationKanban UniversitySense & RespondScaled Agile
