We help micro-SaaS teams of 1–10 people survive and thrive in the AI era. We rescue AI wrappers that are losing users, add AI to existing SaaS where it pays back, and build AI products with founders who know an industry inside out.
// 01 THE SHIFT
// Every figure links to its source. We left out the viral stats we couldn’t trace.
// THE WRAPPER PROBLEM
If your product is a prompt and a UI on top of someone else’s model, every model release is a threat. The model gets cheaper and better, your edge gets thinner, and cheap plans churn first.
// THE FEATURE GAP
If you run a traditional SaaS, competitors are shipping AI while you’re still paying down debt. A chat bubble won’t close that gap. AI built into the workflow your users already run will.
// THE WAY THROUGH
It’s survivable. Products that own their data, sit inside a real workflow, and keep inference costs in check get stronger as models improve. That’s what we build — without a rewrite.
We have never once rewritten from scratch. We have never needed to.
// 02 SERVICES
// 01 AI WRAPPER RESCUE
Your product sits on an LLM API and it’s losing users or margin. We diagnose why — no moat, high churn, thin differentiation, costly inference — then build the layers a model release can’t copy.
// FOR YOU IF
Your AI product has paying users, but churn is high, margins are shrinking, or a model update just made your core feature free.
// WHAT YOU GET
// 02 AI INTEGRATION FOR SAAS
Your SaaS works, but competitors are shipping AI. We find the few places where AI saves your users real time, then build it into the workflow they already use — not alongside it.
// FOR YOU IF
You have a working SaaS with real customers, and your team is too busy keeping the lights on to add AI properly.
// WHAT YOU GET
// 03 VERTICAL AI BUILDS
You know an industry deeply and want to build AI for it. We design the product around that industry’s real workflow and proprietary data, so the moat comes from what you know — not from the model.
// FOR YOU IF
You have domain expertise and access to customers or data in your industry. You don’t need to be technical — that’s our part.
// WHAT YOU GET
Discovery call
You tell us what’s stuck. We tell you honestly whether we can help, and what to do instead if we can’t.
AI Survival Audit
A real read of your code, costs, and churn across 7 areas. You get a PDF report, a priority scorecard, and a 90-day roadmap, walked through on a 60-minute call.
Retainer
We work through the roadmap, highest impact first. Changes ship to production with tests and monitoring, and you get a written update every week.
Hand off
The code is documented and tested, so your team can own it. Keep going on the next roadmap, or take it from here.
Vertical AI builds are bigger projects. They start with the same call, then the audit maps the workflow and the data before any code is written.
// 04 WHAT WE’VE SHIPPED
We’re expanding into AI wrapper rescue and vertical AI builds, and we don’t have client case studies for those yet. Here’s what we have shipped for clients, and what each project proves.
// 05 HOW WE THINK
Our client work above isn’t AI work yet, so here is exactly how we think about it. Every AI product we build follows four rules.
// 06 OUR OWN PRODUCTS
We ship our own software to real users, including our own vertical AI product. The lessons from running them go into every client engagement.
// OUR VERTICAL AI PRODUCT
AI-assisted cost estimation for construction. It generates DQE and DPGF documents from plans and CCTP files.
Inventory, invoicing, and point-of-sale for retail businesses. An offline-first desktop app with paying clients, sold and supported in Algeria.
Electron · SQLite · Offline-first// 07 WHO WE WORK WITH
// 08 ABOUT
Zedkira is a small engineering team. Our founder is a software engineer who writes code alongside the team and leads it, working with a few developers and a designer who also runs our marketing. We’re remote-first, based in Algeria, and work with founders around the world. We use AI in our own workflow every day.
We fix what is costly, keep what works, and ship improvements every week.
AI writes many of our first drafts, so we’ve built strict guardrails around it. Every change starts from a written issue, gets reproduced before it’s fixed, passes automated checks, and is reviewed by an engineer before it merges. We bring the same discipline to the AI we build into your product.
Every engagement starts with a concrete map: risks, quick wins, and execution order.
AI wrapper rescue and vertical AI builds are new services for us. We say so, and we show our thinking instead of inventing results.