AI & Data Analytics
Pantheraa turns scattered data into decisions. We build dashboards, attribution models and forecasts that show what is actually driving revenue, so your next decision is obvious and every channel is held accountable.
Dashboards, attribution and forecasting that turn scattered data into your next best decision.
From scattered data to decisions
Most companies don’t lack data; they lack a single, trustworthy view of it. Ad platforms, the website, the CRM and the sales team each tell a different story, so decisions get made on gut feel. We build one source of truth, clean, connected and updated automatically. With dashboards that answer the questions that actually matter: what’s driving revenue, what’s leaking, and where the next rupee is best spent.
Attribution that proves what works
The most expensive marketing question is ‘which channel actually earned this sale?’, and most businesses can’t answer it. We build multi-touch attribution that traces every lead from first touch through conversion and repeat business, ties it to real cost per lead and return on ad spend, and closes the loop back to Google and Meta so the platforms optimise on real outcomes. That’s how wasted spend gets cut and cost per lead falls over time.
Forecasting, not just reporting
A report tells you what already happened; a forecast tells you what to do next. We layer modelling and AI on top of your data, revenue-risk scoring, demand and pipeline forecasts, segment-level predictions, so you can act before problems show up in the numbers, not after. The point of analytics isn’t a prettier dashboard; it’s a business that makes its next decision with confidence.
Fixing the tracking before trusting the numbers
Most analytics problems are really data-quality problems. If your GA4 is double-counting, your conversions aren’t firing reliably, or consent and privacy changes have blown holes in the data, every dashboard built on top inherits the error, and decisions get made on numbers that quietly lie. So step one is always a measurement audit: verifying events, deduplicating conversions, reconciling platform figures against actual sales, and setting up server-side and first-party tracking that survives cookie and privacy shifts under the DPDP era.
Only once the foundation is trustworthy do the attribution models and forecasts mean anything. It’s unglamorous work, but it is the difference between analytics that guides budget and a dashboard that merely looks confident. This is the same measurement layer that powers our performance marketing and lets us cut wasted spend on evidence.
What’s included
Everything you need, delivered by senior specialists.
- Analytics setup and live dashboards
- Multi-touch attribution modelling
- Marketing mix modelling (MMM)
- Forecasting and budget planning
- Data warehouse and clean pipelines
- AI-assisted insight and anomaly detection
Outcomes we drive
For real estate: buyer-journey and channel attribution that shows what truly drives bookings.
For hospitality: guest-journey and channel attribution that shows what truly fills tables and drives repeat visits.
For e-commerce: blended ROAS, LTV and cohort analysis that guide profitable scaling.
A clear path from data to growth.
Connect
We unify your data into one trusted source of truth.
Model
We build attribution and forecasts that explain and predict revenue.
Visualise
Clear dashboards show the same numbers we act on.
Decide
We translate the data into the next highest-ROI move.
Terms explained: A/B Testing · Average Order Value · Bounce Rate · Cohort Retention · Contribution Margin · Conversion Rate · CRO · Funnel Drop-Off · Heatmap · Landing Page · LTV · Session Recording · full glossary.
AI & Data Analytics — FAQ
We work across modern analytics, BI and warehouse tools, including GA4, common BI dashboards and cloud warehouses, and choose the stack that fits your data and goals.
Multi-touch attribution credits every touchpoint along the customer journey, not just the last click, so you can see which channels truly contribute to revenue and budget accordingly.
Yes. We use AI to model outcomes, forecast ROI, surface anomalies and speed up analysis, with human review on every conclusion.
Yes. Clean, trustworthy tracking is step one. We audit and rebuild your measurement so the data you act on is actually reliable.
We set up first-party and server-side tracking that stays reliable as cookies and consent rules change, and keep measurement aligned with privacy expectations under India’s DPDP framework, so the data is both trustworthy and responsibly collected.
No. A few trustworthy numbers you act on beat a hundred vanity metrics. We focus dashboards on the questions that change decisions: what drives revenue, what leaks, and where the next rupee should go.
By industry
See this service applied to your sector: Analytics for Real Estate · Analytics for E-commerce.
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AI & Data Analytics, from the blog
Beyond ROAS: The D2C Metrics That Predict Profit
AI Lead Scoring for Real Estate: A Practical Guide (2026)
First-Party Data & the DPDP Act (2026)
Marketing Attribution in India
What’s a Good Conversion Rate?
How Much to Spend on Marketing?
Last updated 2026-09-03
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