Automation services
Your production line, automated end to end.
Four services covering everything between a market being commissioned and a client receiving the deliverable — each running on a validated data layer, with agentic AI and RAG doing the work on top of it.
- 01 Report samples
- 02 Market reports
- 03 Estimation workbooks
- 04 Client platforms
Report Sample Automation
Same-day samples, at any volume.
- In market + your template
- Out masked sample deliverable
- Time minutes
- From ₹4,00,000 one-time
The sample is what converts an enquiry into a deal, and it is almost always the slowest thing in the funnel. Producing one by hand takes an analyst most of a day, so leads sit in a queue while interest cools.
We generate it automatically for any market. It carries your full section structure, your complete segmentation view and your entire coverage list, with the figures masked to preview level — everything a prospect needs to judge the report, and nothing they can use without buying it.
- Your exact template — layout, section order, chart styles and branding
- Figures masked to preview level while structure stays fully visible
- Complete table of contents, segmentation tree and coverage list
- Generated for any market in your catalogue, on demand
- Produced in volume — respond to every enquiry, not the ones you have capacity for
- Identical to the full report, because both come from the same source
What it saves Close to a full analyst day per sample. Sales stops queueing behind production, and that day goes back into research rather than formatting.
Market Report Automation
The full deliverable, rendered from the data.
- In estimation workbook
- Out deck and / or document
- Scale whole catalogue
- From ₹6,00,000 with sample
Once a deal closes, the report gets assembled — numbers moved from the estimation model into the template, chapter by chapter, chart by chart. It is the single largest consumer of analyst time in the business and none of it is analysis.
We generate the finished report directly from your estimation data. Every regional chapter, every segment breakdown, every table and every chart is rendered from the numbers themselves, so nothing is ever mistyped and nothing ever disagrees between two slides.
- Slide-format decks, long-form documents, or both from one run
- Charts and tables generated from data — never pasted in
- Regional and country chapters built automatically for every geography
- Segment chapters that adapt to how many segments a market actually has
- Contents pages, numbering and cross-references maintained automatically
- Gen AI drafting narrative sections for your analysts to review, not write from scratch
- Batch production across an entire catalogue, not one report at a time
What it saves The largest single block of analyst hours in the business. This is where most of the 60%-plus reduction in production headcount comes from — and where the money follows.
Market Estimation Excel Automation
The workbook that everything else is built on.
- In market parameters
- Out value + volume master sheets
- Check hierarchy validation
- From ₹3,00,000 one-time
The estimation model is the foundation of the report, and it is rebuilt from scratch for every market. Thousands of rows across geographies, segment levels and forecast years, assembled by hand — which is exactly where the errors that reach clients come from.
We generate the workbook automatically from your market parameters. Set the base year, forecast horizon, units, geography list and segmentation, and the value and volume master sheets are built out in full, calculated and validated.
- Value and volume master sheets, fully expanded across every combination
- Geography hierarchies from global down to individual countries
- Segment hierarchies nested to whatever depth the market needs
- Every forecast year populated across the full historic and forecast range
- CAGR, market share and segment totals calculated throughout
- Validation that sub-segments sum to parents and regions sum to global
- Identical structure every time, so every downstream output just works
What it saves Days of model building per market, plus the rework that follows an error found after delivery — the most expensive kind to fix and the most damaging to a client relationship.
Get this layer right and the sample, the report and the dashboard all become a rendering problem instead of a retyping problem.
Build Your Own Product Platform
Stop selling files. Start selling access.
- In your structured data
- Out white-labelled platform
- Model subscription
- From ₹7,00,000 + customisation
A report is a one-time sale that ages the moment it ships. A platform is a subscription that renews. Once your market data lives in a structured layer, the same content can be delivered as something clients log into, filter, compare and export — which changes both your pricing and your retention.
We design and build that platform for you, under your brand, with our development team. You own the product and sell it as your own.
- Interactive market dashboards and data explorers
- Filtering, comparison and drill-down across geography, segment and year
- Client logins, entitlements and per-account access control
- Export to the formats your clients already work in
- API access for enterprise buyers who want to consume the data directly
- Usage analytics showing which markets your customers actually value
- White-labelled entirely — your brand, your domain, your product
What it adds A renewing subscription line built from data you already own — new revenue rather than saved cost, and the only one of the four that raises the ceiling instead of the margin.
Why they belong together
One data layer. Every output.
These are four services, but they are not four systems. The estimation data that produces the workbook is the same data that produces the sample, the report and the platform — which is why they can never contradict each other.
Straight answers
What research firms ask us first.
Does this replace our analysts?
No. It replaces the assembly work around them. Your analysts still decide methodology, sense-check the numbers and own the judgment — they just stop spending their week moving figures between files.
Will it match our template exactly?
Yes — that is the requirement, not a nice-to-have. We build against the template you ship today, so the output is indistinguishable from what your team produces.
What about accuracy?
Validation runs before anything is produced. Hierarchies must sum, totals must reconcile, and figures must agree across every output. Failures are flagged rather than shipped.
Does our data leave our environment?
Only if you want it to. We deploy inside your own infrastructure where your clients or contracts require it, with no training on your content.
How long before we see something real?
A demo on a market you choose comes first. A working pilot on your real data typically lands two to four weeks after that.
Can we own it outright?
Yes. We document what we build and train your team to run it. Some clients prefer we operate it for them — both are normal, and you decide before the build starts.
Pick a market. We will show you the output.
Send us one market title and the template you use today. Seeing your own deliverable come out the other side settles the question faster than any conversation.