Too many fields to connect
The right buyer, unit, amount and dates have to land in the right places every time.
AI DOCUMENT AUTOMATION
Your document. Tested and published. In minutes.
Give the AI tool of your choice the document you already use. Explain the conditions in plain language. With NirmaanOne connected through MCP, your assistant builds the template, tests it against your project records and pushes the approved version back into NirmaanOne for publication.
Your existing format. Conditional logic. Project-wide testing. Published in NirmaanOne.
YOUR AI + NIRMAANONEILLUSTRATED WORKFLOW
Your existing documentYour format. Your wording. Your rules.
EXPLAIN IT IN PLAIN LANGUAGE
“Use our cost sheet. Show the extra-area section only when it applies. Include every payment-plan instalment.”
ConditionsProject recordsPreview & test
Your reusable templateSaved and published in NirmaanOne
The right fields, repeating tables and conditional wording. Ready for your team to use.
WHERE DOCUMENT AUTOMATION GETS STUCK
Adding a name is easy. Getting every condition right is the hard part.
An additional-area clause. A second applicant. A payment schedule that changes by booking. A useful template needs to handle the records your team actually works with.
Too many versions to maintain
Conditional paragraphs and repeating tables make a simple letter feel like a programming project.
Too many records to check by hand
A template that looks right for one buyer can break on the next record or leave out an important clause.
FROM YOUR DOCUMENT TO YOUR SYSTEM
Explain the document. Let your AI do the template work.
Connect your preferred MCP-compatible AI tool to NirmaanOne and use the document skill. Start with the file your team already knows, then work through the conditions, tests and publication in the conversation.
Share your document
Open your connected MCP-compatible AI tool and share your existing Word file, PDF or reference document. Keep the format and wording your team already uses.
Describe the conditions
Explain which clauses should appear, which details change and which tables repeat. Your assistant maps the supported NirmaanOne fields and builds the template logic.
Test across your project
Ask your assistant to render and check the template against every relevant record in the project. Review the results, fix exceptions and rerun the checks.
Approve and publish
Ask your assistant to push the template into NirmaanOne and publish the version you approve. Your team can then use it from the relevant records.
The result is a working NirmaanOne template. It carries your fields, layout and conditions into a published version your team can use from the relevant project records.
TEST ACROSS YOUR PROJECT
Know how it behaves across your project records.
Ask your assistant to test the template against all the relevant records in your project. Review populated documents, check which clauses appear and catch missing information before the team starts using it.
- Check both sides of a conditionRecords with and without additional area, optional details or a payment plan.
- Check repeating informationDifferent charges and instalment schedules should all fit the same template.
- Refine it in the same conversationExplain what needs changing, test again and publish the version you approve.
SEE THE ACTUAL PRODUCT
From template logic to a document your team can use.
Actual screens from the demo account show where the template lives and how a record fills it. Open either image for a closer look.
The template in NirmaanOne
Keep the letterhead, merge fields and published version together. The editor is available when you want direct control.
The result against a record
Inspect the rendered document with actual project values, then test the other records and conditions.
These are NirmaanOne product screens. The AI conversation above is an illustrative workflow.
BUILT FOR THE DOCUMENTS ON YOUR DESK
Use the format your business already recognises.
Cost sheets
Offer letters
Allotment letters
Agreements
Demand letters
Receipts
ONE SOURCE OF TRUTH, THROUGH THE LAST PAGE
The template stays connected to your business.
Buyer, unit, charge and schedule data come from NirmaanOne. A published template can be reused by the team, with numbered PDF or Word output and retained document history.
Keep the next action moving.
Use office rules for billing tasks, follow-ups and reminders. See what ran, what succeeded and what needs attention.
QUESTIONS, ANSWERED
A few useful answers.
Have a project-specific question?
Bring it to the walkthrough.
Can we use Gemini or any other AI tool of our choice?
Yes. Choose an AI tool with compatible MCP support, including Gemini, ChatGPT, Claude, Grok, Perplexity or another assistant. Connect it to NirmaanOne and use the document workflow. Available tools, approvals and setup depend on the client and your role permissions.
Do we have to learn merge fields or write conditions ourselves?
You can give your existing document to your connected AI assistant and explain the rules in plain language. Your assistant uses NirmaanOne’s document tools and supported fields to build the template. The editor remains available for direct changes.
Can we test it against every record in a project?
Yes. Ask your assistant to test the template against all project records of the relevant kind, such as every estimate for a cost-sheet template. Review the outputs, missing data and conditional sections, then refine and retest.
Can our chosen AI tool publish the template into NirmaanOne?
Yes. The connected document workflow can create or update the template, test it and publish your approved version in NirmaanOne, subject to the connected user’s role permissions.
How quickly can a template be ready?
The connected workflow can take a document through creation, testing and publication in minutes. The format, conditions and data quality affect the time required. Bring a representative document to the live demo and see the process.
What happens to earlier documents and versions?
Published template versions preserve the basis for a document. Issued documents are retained and can be voided when replaced, so a later template change does not silently rewrite an old letter.
Can this use our own letterhead and output Word or PDF?
Yes. Templates use project or organisation letterheads and can produce numbered PDF or Word documents from the relevant records.
ONE BUSINESS. ONE SOURCE OF TRUTH.
Bring your most complicated document.
Schedule a live demo with our sales team. See a document become a conditional template, test it against project records and follow it through to publication in NirmaanOne.
Your questions. The actual product. A plan to get started.