Master data your business can actually trust
AIMM Consulting LLP is a specialist Master Data Management, Data Quality, Data Governance and Product Information Management (PIM/PXM) consultancy — helping US and global enterprises build the clean, governed data foundation that AI and analytics actually need to work, with US business-hours coverage and world-class delivery.
AIMM Data Quality Studio — try it live
Our AI-driven data quality engine, productized. Upload a supplier, customer, or product extract and watch it get profiled, cleansed, de-duplicated, and enriched — with fleet-wide health monitoring and an AI assistant built in.
- ✓ AI-powered cleansing — standardize, de-duplicate, and enrich supplier, customer & product masters
- ✓ Fleet-wide health monitoring — availability, completeness, validity, compliance, and duplicates
- ✓ AI Assist — ask plain-English questions about your data health, grounded in real signals
- ✓ Before/after quality scoring with a full audit-trail change log
- ✓ Exportable, client-ready data quality reports
✦ AIMM Assist
Preview15 years of watching the same expensive mistake happen
Across Master Data Management programs inside Johnson & Johnson, Reckitt, and Bayer — delivered through TCS, Deloitte USI, WPP, IBM, and Accenture — one pattern repeated itself project after project: the technology was rarely what derailed things. Duplicate vendor records, mismatched product hierarchies, and unreliable customer masters quietly ate timelines and budgets long before anyone blamed the software. Nobody owned the unglamorous work of making the data trustworthy — until it broke something expensive.
AIMM Consulting exists to make that work the main event, not an afterthought. Manish Goel leads with platform-agnostic expertise across Informatica MDM/IDMC, Salsify ProductXM, Syndigo CXH, Oracle PDH/EDQ, Reltio MDM, Stibo STEP, and Akeneo — applied to your stack, not a single vendor's playbook. Ankita Pandey brings the agile discipline to deliver it in sprints, not multi-year rollouts. And increasingly, we build the AI tooling ourselves — like AIMM Data Quality Studio — so that pattern-recognition scales beyond just our own hours.
"We help enterprises turn fragmented, untrusted data into a governed, AI-ready foundation — the same unglamorous work that quietly makes or breaks every transformation program, delivered in sprints, not years."
Data consulting solutions built for the AI era
Specialist services across the full enterprise data lifecycle — from strategy to platform implementation to ongoing governance.
Master Data Management (MDM)
MDM strategy, architecture and implementation across Informatica MDM/IDMC, Reltio, and other leading platforms.
Data Quality & Profiling
Data quality assessments, cleansing rules, match/merge logic, and ongoing DQ monitoring frameworks.
Data Governance
Governance operating models, stewardship frameworks, policies, and metrics that actually get adopted by the business.
PIM / PXM
Product Information Management implementation on Salsify, Syndigo, Stibo STEP, and Informatica Product 360 for clean, channel-ready product data.
AI Data Readiness
Assessing and remediating data foundations so GenAI, analytics, and ML initiatives aren't built on untrustworthy data.
Data Strategy & Architecture
Target-state data architecture, platform selection, and multi-year data roadmaps aligned to business priorities.
Data Migration & Modernization
Legacy-to-modern platform migrations with minimal business disruption and rigorous data validation.
Agile Program Delivery
Scrum-led delivery of data programs in iterative sprints with clear sprint goals, not multi-year waterfall rollouts.
Not sure where to start? Book a free 30-min consultation →
Why partner with us
Deep platform expertise paired with agile, business-aligned delivery — not generic IT advisory.
15+ Years Specialist Expertise
Not generalists — our founder has spent 15+ years exclusively in MDM, PIM, Data Governance and Data Quality.
Platform-Agnostic
Hands-on across Informatica, Salsify, Syndigo, Oracle, Reltio, Stibo and Akeneo — we recommend what fits your stack, not one vendor.
Agile, Scrum-Led Delivery
Programs run in transparent sprints under certified Scrum leadership, with visible progress every two weeks, not silence for six months.
Senior Consultants Only
We do not pass clients down to junior analysts. You work directly with experienced partners on every call.
Credible MCA Structure
A legally registered LLP under the MCA, ensuring complete compliance, corporate transparency, and governance.
US & Global Delivery
Serving enterprises across the US and worldwide, with dedicated US business-hours coverage (EST/PST overlap) so your teams are never waiting on a time-zone gap.
Our engagement process
A structured, four-step path from data assessment to a governed, AI-ready foundation.
Data Discovery Call
A free 30-minute call to understand your data landscape, pain points, and target outcomes. Book directly on Calendly →
Assessment & Roadmap
We audit data quality, governance maturity and platform fit, then present a clear roadmap and proposal.
Agile Sprint Delivery
Implementation runs in time-boxed sprints with sprint reviews, led by a certified Scrum Master.
Govern & Scale
We hand over a working governance model, train your stewards, and map the next phase of the data program.
AI-powered data operations, in real time
A live look at how our AI-driven data quality engine continuously profiles, cleanses, matches, and enriches enterprise master data — around the clock.
Records Cleansed / Hour
last 8 hrsLive Activity Feed
AI agentOur core sector focus
Master data, product data and governance challenges look different in every industry — we apply domain context to each.
Meet the partners
Founder-led data expertise, paired with agile delivery discipline, on every engagement.
Manish Goel
Co-Founder & Designated Partner — MDM, Data Governance & PIMEnterprise Solution Architect with 15+ years specializing in Master Data Management, Data Quality, Data Governance and Product Information Management — hands-on across Informatica MDM/IDMC, Salsify ProductXM, Syndigo CXH, Oracle PDH/EDQ, Reltio MDM, Stibo STEP, Informatica Product 360 and Akeneo. Certified in Salsify ProductXM, Informatica Cloud Lakehouse Data Management (IDMC), and ITIL.
Connect on LinkedIn →Ankita Pandey
Co-Founder & Designated Partner — Certified Scrum MasterCo-founder and Designated Partner at AIMM Consulting. A certified Scrum Master, Ankita leads agile delivery for every data program — running sprints, removing delivery blockers, and keeping cross-functional teams aligned to business outcomes rather than calendar dates.
Connect on LinkedIn →What founders & leaders say
Sample testimonials — to be replaced with verified client feedback prior to final launch.
"AIMM helped us untangle years of duplicate customer and vendor records across three ERPs. Their MDM implementation cut data reconciliation time by 60% within the first quarter."
"Our product catalog was a mess across marketplaces. AIMM's PIM implementation on Salsify gave us one clean source of product data feeding every channel — and Ankita's sprint cadence kept the whole rollout on track."
"Before we could even pilot GenAI use cases, we needed our master data fixed. AIMM's data governance framework gave our stewards real ownership instead of a policy nobody read."
How we partner
Clear engagement structures for data programs of every size, delivered in agile sprints.
Fixed-Scope MDM/PIM Implementation
- Defined platform & deliverables
- Fixed timelines (typically 2–4 months)
- Sprint-based milestones
- Transparent commercial quote
Ongoing Data Governance Partnership
- Dedicated hours monthly
- Weekly sprint check-ins
- MDM, DQ & governance support
- Rolling 30-day cancellation
Embedded Data Architect / Scrum Master
- Embedded senior data architect
- Or embedded Scrum Master for your data team
- Part-time leadership embed
- Minimum 3-month contract
Frequently asked questions
Clear answers to common questions about MDM, data governance and how we work.
Master Data Management (MDM) creates one trusted, consistent record for core entities like customers, products, or vendors across all your systems. Without it, AI, analytics, and reporting initiatives end up built on duplicate, conflicting, or stale data.
We're platform-agnostic with hands-on delivery experience across Informatica MDM/IDMC, Salsify ProductXM, Syndigo CXH, Oracle PDH/EDQ, Reltio MDM, Stibo STEP, Informatica Product 360 and Akeneo. We recommend the platform that fits your environment, not a single vendor's agenda.
Project-based implementations typically run 2–4 months depending on scope and platform. For ongoing data governance and stewardship, we operate on flexible monthly retainer agreements with a 30-day notice cycle.
We operate a remote-first delivery model and work with clients across the US and globally. Our team maintains dedicated US business-hours coverage (EST/PST overlap) for live collaboration, stand-ups, and stakeholder reviews, while sprint delivery and data engineering continue across our own working hours — giving you effective follow-the-sun progress.
Yes — this is core to what we do. We assess your existing master and product data for quality, completeness and governance gaps, then remediate the foundation so AI/ML and GenAI initiatives aren't undermined by untrustworthy data.
Large firms often pitch with senior partners and pass implementation down to junior analysts. At AIMM, you work directly with experienced designated partners on every sprint, with delivery led by a certified Scrum Master rather than a multi-year waterfall plan.
Let's talk about your data
Schedule a free 30-minute consultation with our partners — or use the form below for a detailed proposal.
Head Office
Gurgaon, India
Serving US & Global clients
Coverage
US business-hours coverage (EST/PST overlap)
Email Us
Careers / HR
Founders
Manish Goel & Ankita Pandey, Designated Partners