RAG and document intelligence
Search, Q&A, and extraction grounded in your own data, with lineage you can trust.
Primary research for the answer-engine era, our most-cited piece.
Five constraint numbers locked before build. Six stages from discovery to hand-off.
A senior engineering partner for founders who need a working MVP in production, not a slide deck that demos well and dies in staging. The median Resourcifi startup engagement reaches its first production deploy in about 90 days, on an offshore model that runs typically about 70% below comparable onshore rates.
MVP development services turn a startup idea into a working product that real users can sign up for, not a prototype that stalls in staging. At Resourcifi that means a fixed-scope MVP pilot of $40k to $65k, delivered in 6 to 8 weeks by one named senior engineer, with a 90-day median to your first production deploy. Most founders cannot afford to get this wrong: CB Insights finds that running out of capital is the top reason startups fail at 70%, ahead of poor product-market fit at 43% (CB Insights, 2026). A capped pilot keeps your runway intact while you find out whether the idea works.
Fixed-scope MVP pilot: $40k to $65k, 6 to 8 weeks, one named senior engineer. Production-First AI™, so we build to ship, not to demo. 600+ projects, 95% repeat clients, founded 2017.
We scope the unglamorous parts first. Retrieval, evaluation, and failure handling get scoped on day one, not after the demo breaks. Most early AI work fails for boring reasons, and we have shipped enough to know where they hide.
Senior-led, start to finish. The person who scopes your project is the person who builds it. You get an engineer who has already made the mistakes you are about to make, on our time, not yours.
An honest no when it is not ready. We tell you when an idea is not ready instead of billing you to find out, which is one reason founders come back.
Clean, documented code you can hire around later, with no lock-in.
As an MVP app development company we ship the web build, the native mobile apps, and the custom software underneath them. Each capability below is something we have taken from a blank repo to live traffic, instrumented and monitored, so you can see what it costs and where it breaks before a customer does.
Search, Q&A, and extraction grounded in your own data, with lineage you can trust.
Agents that act inside your product, with guardrails and audit trails around every action.
Drafting, summarization, classification, and structured extraction wired into your flows.
Conversational interfaces and copilots wired into your existing app and APIs.
So you know quality and cost per request, not vibes, before and after you ship.
Pipelines and vector stores that keep your AI fresh as your product and data grow.
Most founders begin with the fixed-scope MVP pilot because it caps risk and proves the working relationship before anyone signs up for more. From there, the same senior people scale with you, whether you keep them as a product pod or hire dedicated developers onto your own team.
One named senior engineer, a defined deliverable in production. A paid pilot, not a free trial, so you reach a real decision point with working software in hand.
A senior-led pod that owns your product roadmap quarter over quarter, billed monthly, scaling the same people who already know your codebase.
Drop vetted AI engineers into your existing team, with you keeping the architecture decisions. Staff augmentation →
Every model runs on an offshore delivery model that is typically about 70% below comparable onshore rates, with the same senior ownership throughout.
We pressure-test the idea, the data, and whether AI is even the right tool. If it is not, we say so.
A named senior engineer is assigned, and the architecture and evaluation criteria are agreed in writing.
Weekly demos against real data, not synthetic happy-path examples, so there are no surprises at the end.
We instrument, harden, and ship the pilot deliverable to production.
Your first production deploy is live, with a clear path to the dedicated-team model if you want to keep going.

Each alternative has a real failure mode early on. We sit deliberately in the middle: senior depth, a capped pilot price, and offshore economics. For one worked example, see how we took Pheramor from idea to native iOS and Android apps in production.
A 200+ expert bench behind your named senior lead, so a vacation or a single point of failure does not stall your roadmap.
The senior who pitches you is the senior who builds, at offshore rates typically about 70% below comparable onshore rates, not juniors behind a senior pitch.
A 6 to 8 week paid pilot proves value before you commit to a full-time salary and a months-long search, ahead of product-market fit.
Across all three: a 95% repeat-client rate and a 4.9 of 5 Clutch rating say the relationship holds up after the first invoice.
Founded 2017. Real numbers, aggregate proof, and a fixed-scope pilot, so you can judge the relationship before you bet a roadmap on it.
The questions a founder brings to the first scoping call.
MVP development services build the smallest version of a startup product that real users can actually use, so you can test demand before spending a full budget. In practice that means scoping the core flow, building the web and mobile front ends, wiring the backend and any AI features, then instrumenting quality and cost so nothing is guesswork. At Resourcifi it starts with a fixed-scope MVP pilot of $40k to $65k delivered in 6 to 8 weeks by one named senior engineer.
Agency MVP pricing varies widely, but our fixed-scope MVP pilot runs $40k to $65k. The price is fixed against a defined deliverable agreed in writing before we start, so there are no open-ended discovery bills. It includes one named senior engineer, weekly demos against real data, and a production deploy at the end. It is a paid pilot, not a free trial.
The MVP pilot runs 6 to 8 weeks, and the median Resourcifi startup engagement reaches its first production deploy in about 90 days. We hit that by scoping the hard parts, the data model, integrations, and failure handling, in week one instead of after a demo breaks. You see working software at weekly checkpoints, not at the end.
One named senior engineer is assigned to your pilot and is accountable from day one through the production deploy. The senior who scopes your project is the senior who builds it, backed by a bench of 200+ experts if the work needs to scale. You are not handed off to a rotating set of juniors after the sales call.
Our offshore engagement model runs typically about 70% below comparable onshore rates for equivalent senior talent. That applies across the MVP pilot, dedicated teams, and staff augmentation. You get senior-level engineering without a senior US salary and a months-long hiring search.
You own clean, documented production code and a clear decision point. If you want to keep going, the same senior people move into a dedicated product team that owns your roadmap quarter over quarter, or into staff augmentation alongside your own engineers. If you want to pause, you walk away with shippable code and no lock-in.
Look for a named senior lead who scopes and builds, a fixed price tied to a written deliverable, weekly demos against real data, and clean code you own at the end. A freelancer hits a ceiling and a single point of failure; a large agency often staffs juniors behind a senior pitch. We sit in between with a 200+ expert bench behind a named senior lead, a capped pilot price, and offshore economics. Our 95% repeat-client rate and 4.9 of 5 Clutch rating reflect how that holds up past the first invoice.
Yes. We work with US founders as their MVP development company, with delivery on US business hours and a named senior lead as your point of contact, while the build runs on our offshore team. Founded in 2017 and rated 4.9 of 5 on Clutch, we serve startups across the USA and worldwide on the same fixed-scope pilot terms.
Most founders need more than one thing. The same senior bench covers the engineering, marketing, and staffing around your MVP build.
Add vetted senior talent across engineering, marketing, sales, and back-office to your team on monthly terms.
Staff augmentation →SEO, PPC, social, and content to get your launch in front of the right users once the product ships.
Digital marketing →Full-stack web and mobile builds beyond the MVP, from the same senior team.
Custom software →Book a 30-minute scoping call and walk away with an honest read on scope, timeline, and cost, whether or not you hire us. If a fixed-scope MVP pilot fits, you could have your MVP in production inside 90 days.
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