Your AI product.
Shipped.
We build investor-ready AI products for founders and product teams across India's top startup cities. Fixed-scope, fixed-price, with 100% IP transfer on delivery.
Not a dev shop.
A product engineering firm.
We build AI products that survive enterprise procurement, investor scrutiny, and real user load — not just demos.
Compliance-First Architecture
AI pipelines deployed inside your VPC. SOC2-ready from sprint one — not patched in after an investor due diligence.
Fixed-Scope Sprint Model
You know what you're getting before we write a line. We quote, scope, and deliver in writing — no time-and-materials ambiguity.
Six categories of AI product we build.
From internal tools to market-ready SaaS — our engineering squads are equipped across the full product stack.
Sprint framework built
for absolute reliability.
Discovery
We map your product problem, target user, and the single metric that makes the MVP a win.
Prototype
A testable AI prototype with real model and real data — not a mockup or slide deck.
MVP Build
Production deployment: auth, billing, AI API, and infrastructure. Everything needed for launch.
Scale
Feature sprints, model finetuning, and infrastructure hardening as user growth demands.
We've seen how founders lose — slow agencies, hourly billing, and demos that never make it to production. We built our entire model to eliminate all three.
No hourly billing.
Every engagement is fixed-scope, fixed-price. You know the cost, timeline, and deliverables in writing before anyone opens a code editor.
100% IP transfer.
Every file, weight, and config is yours at delivery. We don't build on SaaS platforms or proprietary tools that create dependency.
Senior-only engineers.
No juniors on client work. Your build team is senior AI/ML engineers, backend architects, and production DevOps specialists.
Production from day one.
We build with enterprise security, SOC2 patterns, and multi-region infrastructure from sprint one — not as a retrofit before your Series A.
Serving founders across India.
Select your city for a page written specifically about your local ecosystem, investor scene, and the exact challenges founders face building AI products there.
Bangalore's startup ecosystem is the densest in India for B2B SaaS and applied AI, with deep talent pools from IISc, IIT, and IIIT alumni networks. The city's concentration of enterprise clients, VC offices, and technical co-founders sets the benchmark for AI-native product development across South Asia. Founders here face the highest technical bar from both investors and enterprise procurement teams, making architecture quality a direct commercial differentiator.
Hyderabad has established itself as India's second-largest SaaS hub, anchored by the HITEC City corridor and strong government support through T-Hub — one of Asia's largest startup incubators. The city produces an unusually high number of enterprise-grade, compliance-ready software products, driven by strong talent pipelines from IIIT Hyderabad and the University of Hyderabad.
Mumbai is India's financial capital and the birthplace of multiple fintech unicorns. Founders here have privileged access to banking partnerships, media distribution networks, and institutional investor relationships that dramatically accelerate commercial traction for AI-native financial products. The city's density of regulated institutions creates both unique challenges and opportunities for compliance-first software teams.
Pune combines deep manufacturing and automotive industry ties with a rapidly expanding B2B SaaS ecosystem emerging from its engineering colleges. The city's proximity to Bangalore's talent networks and Mumbai's capital markets gives Pune founders a rare dual advantage in product-building velocity and funding access. Manufacturing AI and EV technology startups here often require production-grade real-time data infrastructure from their very first prototype.
Delhi NCR is the epicenter for govtech, healthtech, and logistics AI in India, with direct access to regulatory bodies and government procurement pipelines that are unmatched in any other Indian city. The region's vast consumer market and engineering talent density make it one of the highest-velocity ecosystems for B2C and institutional AI applications in South Asia, with a strong culture of building at scale from day one.
Gurgaon hosts the largest concentration of enterprise SaaS companies in the Delhi NCR corridor, with a strong cluster of proptech, healthtech, and B2B marketplace platforms. The city's proximity to major corporate headquarters gives founders immediate access to enterprise pilot customers and CXO networks — a structural advantage that accelerates B2B sales cycles for software products targeting large organizations.
Chennai has produced India's most successful bootstrapped SaaS companies, including Freshworks and Zoho, establishing a distinct city-wide culture of building profitable, capital-efficient software. The city's engineering talent is exceptionally strong in backend systems and infrastructure design, producing founders with unusually deep product judgment and a long-term architectural mindset that investors and enterprise buyers alike recognize.
Ahmedabad is emerging as a high-growth hub for fintech and D2C commerce, fueled by Gujarat's dominant trade economy and a new wave of tech-enabled logistics companies serving global export markets. iCreate's strong government backing has significantly accelerated early-stage deal flow, and the city's deep merchant and MSME networks provide instant distribution channels for B2B payment and supply chain products.
Kolkata is building a distinctive identity in agritech and inclusive fintech, supported by West Bengal's IT department and a growing engineering talent pipeline from IIT Kharagpur and Jadavpur University. The city's cost efficiency and access to Bengal and Northeast India's agricultural supply chains give Kolkata founders a structural advantage in building products for India's 600 million rural consumers.
Noida and the Greater Noida corridor have emerged as the cost-efficient counterpart to Delhi's premium startup ecosystem, attracting high-growth B2B SaaS, HR tech, and edtech companies that benefit from Delhi NCR talent access at significantly lower operating costs. The region's expanding IT park infrastructure and strong government startup support have drawn a new wave of product-led B2B companies targeting India's rapidly growing SMB and enterprise markets.
Stop worrying about tech.
Start scaling your business.
Partner with EDIFITION as your complete AI product team. Fixed-scope, fully owned, production-ready.