Applied AI studio, founder-led

We ship production AI systems, not demos.

Buildify builds AI into the places where wrong answers have real consequences. Systems live in regulated environments, designed to flag what they are unsure about and route the rest to a human.

Book a call See what we build15 min · no obligation
01Scope
02Architect
03Build
04Deploy
05Verify
06Hand off
Who We Are

An applied AI studio.

Buildify designs, builds, and ships production AI for organizations with complex or regulated workflows. Founder-led, end to end, from architecture to the running system.

6Client systems shipped
RegulatedEnvironments shipped to
+ ownProducts built end to end
Founder-ledBuilt and run by the operator
Stack in production
What We Build

The model is 10%. We build the other 90%.

A demo calls an API. Production is everything around it: the pipeline, the guardrails, the human handoff, and the system it lives inside.

route_to_human.pipeline Confident · auto Unsure · to a human
Incomingcases · docs
Modelconfidence
Human review
Flagged cases
Auto-resolved
Confident, cited
01Days to minutes

Document & Extraction Pipelines

Multi-model pipelines that read long, dense documents, extract structure, and cite every line back to its source.

02Human-in-the-loop

Validation & Review Engines

Rule plus LLM hybrids that check submissions against your guidelines and route only flagged cases to a human.

03Explainable

Decision Support Systems

Scoring and recommendation engines that show their reasoning, so they support the decision instead of hiding it.

04No new tool

In-Platform Integration

AI surfaced inside the tools your team already uses, Salesforce and beyond, so there is nothing new to learn.

Client Work

Six production AI systems

Built for regulated and high-stakes work. Client names withheld. Same operator, different shapes of problem.

01Government Procurement

RFP Analyzer

A two-model pipeline reads government RFP PDFs and extracts requirements, deadlines, and rubrics. A second model reviews and flags the extraction.

GeminiClaudeCloud RunFirestoreReact
< 15 minReview time
Every lineCited to source
2 modelsExtract + verify
View system
02Compliance

Application Review

A rule plus LLM hybrid validates submissions against long guidelines and marks each requirement pass, fail, or needs a human.

LLMRule engineDocument parsing
Pass/failPer requirement
Flagged onlyRouted to people
ScaledFrom bottleneck
View system
03Child Welfare

Service Matching Engine

Scores cases against a structured catalog of evidence-based therapeutic models, recommends the best fit, and shows its reasoning. The decision stays human-led.

GPT-4oCustom MetadataLWCSalesforce
Best fitRecommended
ShownReasoning exposed
Human-ledFinal decision
View system
Own Products

Things I've built

Beyond client work. Products designed, built, and run end to end, on my own.

01Developer Tooling

ColdStart

Phone-triggered remote ignition for Claude Code sessions. Tap from your phone, an agent on the home machine boots a fresh session from zero and hands back a live link. Pull-based, so the cloud never reaches into the house.

NodeSupabaseNext.jsRealtimeVercel
LiveVercel + Supabase
Phone → PCCold start from zero
Pull-basedNothing inbound
See the launch
02SaaS Product

FocusTribe

A live team Pomodoro product. Shared focus rooms, ambient sound tools, a full marketing site, and three free tools. Designed, built, and maintained solo.

Next.jsFirebaseTailwindVercel
Livefocustribe.in
TeamShared focus rooms
Solo-builtSite + 3 free tools
Visit
How I Work

From problem to running system.

01

Scope

Start with the problem, not the tech. What is blocked, what a wrong answer costs, and where a human stays in the loop.

02

Architect & Build

Design the pipeline, guardrails, and interface, then build end to end. Prompts, infrastructure, and the system it lives inside.

03

Deploy & Hand Off

Ship into the real environment, verify behavior, and hand over a system the team can run, not a demo that needs babysitting.

Get Started

Book a scoping call.

A 15-minute call about the problem you are trying to solve. We figure out whether AI is the right tool, and what shipping it would actually take.

15 min · No obligation
  • Is AI even the right tool here
  • Where the wrong-answer risk lives
  • Rough shape of the build
  • Honest take, no pitch
Or email kalpesh@buildifyapp.in