Non-technical founders ask us to open the repo. We look for security holes, payment bugs, and deploys that will not hold. Start with a fixed-scope MVP Rescue Audit, then a quoted fix-up sprint.
Fixed price. The number is in the quote.
Auth & payments
What the audit checks
Written findings
What you receive
Fixed price
Get a quote
NDA day one
Before we open the repo
Mr Sked
Time management SaaS with scheduling templates and payment workflow automation launched in weeks.
AGENTIC TIME MANAGEMENT
Mr Sked
Time management SaaS with scheduling templates and payment workflow automation launched in weeks. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case study
Zieny
AI-powered e-commerce visualization with 3D and AR product experiences that improved conversion.
AGENTIC ECOMMERCE
Zieny
AI-powered e-commerce visualization with 3D and AR product experiences that improved conversion. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case study
AI-Powered Search & Optimization Platform(AEO)
AI-driven search and optimization using LLMs, RAG, embeddings, and vector databases for automated insights and relevance.
AI / SEARCH
AI-Powered Search & Optimization Platform(AEO)
AI-driven search and optimization using LLMs, RAG, embeddings, and vector databases for automated insights and relevance. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case study
Swave
Proof-of-concept and market validation delivery with rapid product execution.
AGENTIC MOBILITY TECH
Swave
Proof-of-concept and market validation delivery with rapid product execution. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case studyAI-Powered Note-Taking Platform
Created intelligent note workflows that improve organization, speed up understanding, and make knowledge retrieval far easier.
PRODUCTIVITY AI
AI-Powered Note-Taking Platform
Created intelligent note workflows that improve organization, speed up understanding, and make knowledge retrieval far easier. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case study
Digital Mortgage & FinTech Platform
Digitized lending workflows to accelerate approvals, improve reliability, and reduce operational bottlenecks across teams.
FINTECH
Digital Mortgage & FinTech Platform
Digitized lending workflows to accelerate approvals, improve reliability, and reduce operational bottlenecks across teams. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case study
Premium eCard Platform
A high-volume animated eCard platform covering birthdays, holidays, and seasonal campaigns with premium subscriptions and personalization workflows.
DIGITAL GREETING PLATFORM
Premium eCard Platform
A high-volume animated eCard platform covering birthdays, holidays, and seasonal campaigns with premium subscriptions and personalization workflows. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
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Healthcare Management System
Centralized care operations with better patient workflow visibility, stronger reporting, and improved operational efficiency.
HEALTHCARE
Healthcare Management System
Centralized care operations with better patient workflow visibility, stronger reporting, and improved operational efficiency. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
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Luxury E-commerce Platform
Scaled international commerce operations with stronger conversion performance, faster fulfillment experiences, and higher retention.
E-COMMERCE
Luxury E-commerce Platform
Scaled international commerce operations with stronger conversion performance, faster fulfillment experiences, and higher retention. We delivered scalable catalog handling, campaign-ready content operations, and subscription-focused user flows designed for engagement and retention.
View case studyWhat we do
Precision engineering for modern platforms that demand scale and intelligence.
Client testimonials
Founders and product teams trust us for fast execution, clear communication, and reliable outcomes.
Who we work with
The same groups are named on the about page: founders with a fragile MVP, seed-stage healthtech teams, and clinics.
An AI-built or no-code MVP that needs a security, payments, and deploy pass.
Non-technical founders
The MVP Rescue Audit is a fixed-scope review of auth, row-level access, payment webhooks, secrets, and whether the deploy can be repeated. The written findings lead into a fix-up sprint, quoted separately.
AI features that touch patient data and have to get through a security review.
Seed-stage healthtech
We map where patient data goes, which vendors sit in the path, and what a questionnaire will ask. We prepare the review. We do not claim a HIPAA certification.
Scheduling and admin work: confirm, cancel, and reschedule.
Clinics and care teams
A scoped pilot on one messaging channel, with an availability check and a staff review screen. We have shipped scheduling software (Mr Sked). A clinic pilot is quoted as new work.
The audit and the fix-up sprint are each priced after we see the repo.
Fixed price, then a quote
This site does not publish a rate. You get a written quote, an NDA from day one, and a repo you own when the sprint is done.
The Mansoori AI Development Harness
Senior engineers own architecture and review. AI assists the drafting. Scope, tests, and handover are written down before we call something done.
Project maps, coding standards, and domain constraints are injected into AI context before any code is generated. The AI works inside your architecture, not around it.
Each deliverable is defined in a bounded FEAT-XXX file — scope, acceptance criteria, edge cases. AI agents receive precise context, not vague prompts.
Claude and GPT-4 draft implementation while senior engineers review, correct, and own every decision. AI handles boilerplate; engineers own architecture.
Vitest unit tests, Playwright E2E, and TypeScript strict-mode run on every commit. Nothing ships without a passing automated gate.
HIPAA and GDPR flags are enforced at the architecture level — not retrofitted. PHI handling, audit trails, and data residency are reviewed before deploy.
AI contribution, delivery speed, and defect rate are logged per sprint. We benchmark every project and share honest outcomes with clients.
Want to see the full methodology — including how we handle healthcare and fin-tech compliance?
Read the full process →How we work
A structured AI-powered process designed to deliver fast, secure, and scalable products.
Step 01
We begin with discovery and convert your idea into a clear Software Requirement Specification.
Step 02
We map requirements into PRDs, epics, and user stories for predictable sprint execution.
Step 03
We use AI-assisted engineering workflows to accelerate delivery while keeping architecture clean.
Step 04
You see measurable progress every week with regular demos and early feedback loops.
Step 05
We set up development, staging, and production with automated deployment pipelines.
Start your project
Share your goals, scope, and timeline. We will reply with a practical roadmap and next steps.
Everything you need to know before building with our team.
