How fast can Xler8.tech ship a production MVP?

Three weeks. The MVP is production-ready, monitored, and in use by real users. It is a guarantee, not a roadmap and not a demo.

What does the engagement process look like?

Five steps. (1) You send a one-page brief: problem, deadline, constraints. (2) First meeting to walk through the brief. (3) NDA, then a preliminary proposal within 24 hours: questions, ideas, and a first approach, free of cost. (4) Full proposal and sign. (5) MVP live in three weeks.

What does Xler8.tech build?

Production software across five practices: computer vision, language and LLMs, IoT and edge, model selection (local open-weight or cloud), and machine learning. Everything ships as apps for mobile, web, embedded, or any platform, built for the real conditions of production.

Where is Xler8.tech based and who is the team?

Based in Islamabad, Pakistan. Founder-led by Sadia Ashraf, with senior engineers engaged per project rather than a standing team. 18+ years in production software: co-founder and CTO at Oscar AI 2021–2023 ($5M raised, 1,500+ QSR locations live), and a decade as VP of Software Development at SPS 2013–2023 scaling that engineering practice from 1 to 35+ engineers across Pakistan and the US. Clients across the US, EU, and MENA.

How does Xler8.tech use AI?

AI is the xler8tor: it is how production software gets built faster, and how things get built that could not be built before. Models are picked per problem: local open-weight when privacy or latency demand it, cloud APIs when capability and scale demand it.

How do I start a project with Xler8.tech?

Email hello@xler8.tech with the problem and the deadline. A real human reads every message and responds within 24 hours. No forms, no funnels.

Tamper-Proof Evidence Chain

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Environmental justice · human rights tech · 2025

This system keeps a permanent, tamper-evident chain of custody for evidence of environmental harm: illegal logging, pollution, climate crimes. Every file is encrypted on the device itself, with AES-256, before anything is uploaded. The original never leaves the reporter’s hands. The server sees only the encrypted version.

Each file then gets a unique fingerprint. The fingerprint pins the encrypted file to permanent storage that cannot be deleted. It is also timestamped on a public blockchain. Any single piece of evidence can be proven authentic later. No one has to trust the people who run the system.

The keys needed to decrypt are split across five independent trustees. Any three of them must agree. No single party can open the evidence alone, including the people who operate the system.

The whole platform is built for whistleblower safety. It logs no IP address. It strips identifying details from every request. It scrubs hidden data from photos before they are encrypted. It shows figures only in aggregate, never in a way that could single out one reporter.

StackAES-256-GCM (Web Crypto)ArweaveEthereum Merkle timestampingShamir escrowk-anonymityGo microservicesTrust3-of-5 trustee quorum to decrypt · 0 IPs logged · 0 admin read access

Confidential client UI · obscured

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EncryptEvery file is encrypted on the device before anything is uploaded.
AnchorA unique fingerprint pins the encrypted file to permanent storage and a public timestamp.
SplitThe keys needed to decrypt are split across five independent trustees.
OpenAny three trustees must agree. No single party can open the evidence alone.