RIS — Requirements Intelligence Service

From Discovery Call toDevelopment-Ready Requirements

We help software and product teams accelerate requirement engineering using AI — so your team spends more time building and less time rewriting specs.

From discovery to development-ready. Faster.

“Requirement failures are usually disguised as engineering failures.”

— Nanostuffs, after 16 years in enterprise software delivery

Common delivery leaks

Does This Sound Familiar?

If your team is nodding at any of these, you are losing more delivery time than you realize:

2–3 weeksto draft

BRDs that never stay locked

BRDs that take 2–3 weeks to write but still get revised during the first sprint

Sprint 0risk

Development starts too soon

Developers starting work before requirements are truly locked

80%on admin

BAs stuck in document hell

Business analysts spending 80% of their time formatting and chasing approvals — not thinking

12:2Q vs decisions

Sign-off that never decides

Stakeholder sign-off meetings that generate more questions than decisions

interpretations

One phrase, three meanings

Projects delayed because one phrase meant different things to three different people

Requirement ambiguity is the single biggest hidden tax on software delivery. Most teams do not see it until they measure it.

What Unclear Requirements Actually Cost Your Team

Most teams absorb these costs silently. Few measure them.

$800–$1,200

Per resource per day waiting for a locked spec

3–5 days

Average rework per sprint derailed by a misunderstood requirement

15–20%

Of total project budget lost to requirement-related scope changes

2.4x

Average revision cycles per requirements document before sign-off

Teams that fix requirements before development starts save 2–4 weeks per project.
That is what RIS is built to deliver.

See how it works →

How RIS Works — AI-Assisted Requirement Engineering

1

Discovery Workshop

We run a 45-minute structured discovery session using your actual project context — stakeholder inputs, meeting notes, user stories, or whatever you have. No preparation required.

2

AI Generates the First Draft

Our AI-assisted process produces a structured, review-ready requirements document from the session — typically within 24 hours. Complete with acceptance criteria, edge cases, and dependency mapping.

3

You Own the Process

We walk you through exactly how the requirements document was generated so your team can run the process independently on every future project. No black box. No vendor dependency.

See It in Action

Watch how a 45-minute discovery conversation becomes a development-ready requirements document.

Full walkthrough — coming soon

See the entire RIS process on one real project

From messy stakeholder inputs to a structured, development-ready requirements document — recorded end to end. We're finishing the cut now.

0:00Live discovery24hAI-first draftDoneDev-ready spec

Want to see it live first? Book a free discovery workshop →

The Offer

Start With a Free AI-Assisted Requirements Workshop

In 45 minutes, we take one of your actual upcoming projects through our AI-assisted requirement process — live, on your context, with your team. You walk away with a sample requirements document generated from your own project and a clear picture of what this changes for your delivery cycle.

No pitch deck. No generic demo. Your project, our process.

What's included

  • 45-minute live structured discovery session
  • AI-generated first-draft requirements document from your actual project context
  • Walkthrough of the process and the tooling used
  • Actionable next steps for your specific team setup
  • No cost. No obligation.

Proof It Works

A large enterprise lending company

Sign-off cycle

2 months15 days

Inputs provided

Voice recordings from stakeholder meetings, Minutes of Meetings, existing stakeholder notes, and prior documentation including a partial requirements document with flagged gaps.

The problem

Every product initiative consumed 1–2 months in requirement drafting with 5–10+ revision rounds before sign-off. Business Analysts were formatting documents and chasing approvals — not thinking.

What RIS did

Everything went in — the recordings, the minutes, the notes, the existing drafts. A complete, structured requirements document came out immediately. The AI identified what was missing, not just what was there.

Sections generated beyond original inputs

Testing & QA StrategyAssumptions, Constraints & DependenciesAPI Request/Response ContractsQuantitative Acceptance TargetsEdge cases per scenarioComplete dependency mapping

The reaction

The document was so thorough that the team's first task was deciding what was out of scope. Rather than a document that needed filling in, they had a document that needed editing down. Creating something this comprehensive manually, they said, would have been impossible.

The result

Sign-off cycle compressed dramatically. Sprint revisions reduced. Mid-sprint requirement questions near-eliminated. Development kickoffs became predictable from day one.

16 Years

Enterprise technology delivery

20+

Live enterprise AI implementations

0

Failed deployments on AI use cases

See What AI-Generated Requirements Look Like

Download a real sample requirements document generated using our AI-assisted requirement engineering process. Fully structured, formatted, and development-ready. See exactly what your team would receive.

  • A complete, real-format requirements document generated by AI from a discovery session
  • Acceptance criteria, edge cases, and dependency mapping included
  • Annotated to show how each section was produced

We do not send unsolicited emails. Your details are used only to deliver this document and relevant follow-up from Nanostuffs. This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Why Nanostuffs

We are not an AI startup. We are an enterprise delivery company with 16 years of production experience and 20+ live AI implementations across financial services, media, and enterprise software. We have spent 16 years fixing what bad requirements break downstream. Now we use AI to prevent it at the source.

We also built TechnicalDebts.com — our own AI-powered technical debt analysis platform. We build what we sell.

Ankita Sancheti
Ankita Sancheti

Co-founder & Director

Leads strategy, partnerships, and AI innovation at Nanostuffs.

Nishant Bamb
Nishant Bamb

Co-founder & Director

Co-founder and technical lead. 350+ enterprise software implementations delivered across financial services, media, and SaaS. Leads AI architecture and delivery at Nanostuffs.

Why This Matters Now

Delivery speed comparison

Traditional requirement workflows

Baseline cycle
  • AI is compressing software delivery timelines. Teams using AI-assisted discovery are shipping 30–40% faster than teams using traditional requirement workflows.

  • The requirement phase — the same process most teams have run for 20 years — is rapidly becoming the single biggest bottleneck to delivery speed.

  • The question is not whether to modernise requirement engineering. It is whether you do it before your competitors do.

Book Your Free RIS Discovery Workshop

A limited number of in-person and virtual RIS Discovery Workshop slots are available. If your team is losing weeks to requirement cycles, let us spend 45 minutes on it — live, on your actual project.

Discovery Workshop

RIS Discovery Workshop — Nanostuffs

45 minVirtualFree

Prefer to reach out first? info@nanostuffs.com

Frequently Asked Questions

Both. RIS — Requirements Intelligence Service is a structured consulting engagement powered by AI tooling. You do not purchase or install any software. We bring the process and the tools. You bring your project. The output — a development-ready requirements document — belongs to your team completely.