AI Product Development · Tel Aviv
AI Product Development
in Tel Aviv
LLM features that actually ship to users.
We ship AI features for founders in Tel Aviv — chat interfaces, RAG over your data, agents that do work, evaluations that tell you when the model is broken. Production-ready LLM apps, not demos. We use Vercel AI SDK, AI Gateway for model routing, and the eval tools that work in 2026.
Engagement shape
From
$4,000
Flat price, quoted after 30-min call
Timeline
2–5 weeks
First production deploy
1
Senior engineer, named
Day 1
Code in your GitHub
$0
Retainer, equity, lock-in
How this works
One AI-native engineer.
The output of a team.
One senior engineer plus AI agents now ships ai product development that used to need a four-person team. Same code quality, half the cost, three-week timelines instead of three months. Built for pre-seed to Series A founders in Tel Aviv who need to ship before the next round closes.
The local read
Why ai product development is hard in Tel Aviv
TLV's engineering market is one of the deepest in the world and one of the most expensive at seed stage. Senior offers competing with the cyber unicorns clear $230K all-in with equity that compounds fast. Most of the local agency options are extension-of-team staffing shops that bill weekly.
Different play: one senior engineer ships your build in two weeks, seven-hour overlap with US East working hours, billed in USD. eBPF and Rust for runtime cyber products. Kafka + ClickHouse for adtech pipelines. Next.js + Node for SaaS. Flat-price quote in 24 hours. Code in your GitHub from commit one.
Tel Aviv's accelerator scene starts with 8200 EISP — Israel's first accelerator, running since 2010, with alumni that have raised $1.6B combined — plus The Junction, run by F2 Venture Capital, which was Israel's most active early-stage fund in 2025. Early checks come from Aleph (early backer of Lemonade, Wix and Fiverr), TLV Partners (over $1B AUM, closed a $250M Fund V in 2026) and Hetz Ventures ($500M AUM). The funding kept accelerating through 2025: Tel Aviv-based companies raised $14.1B, up 77% year-over-year, with exits hitting a record $46B, and cybersecurity alone pulled in $4.4B — a figure equal to roughly 40% of the entire US cybersecurity funding market, raised from a single metro area. There's a real, citable risk factor here too: as of late 2024, about 20% of Israeli high-tech workers were on active reserve duty, nearly double their share of the general workforce — exactly the kind of local hiring instability a distributed flat-price engagement sidesteps.
The biggest tech exit in Israeli history closed here in March 2026: Google completed its $32B all-cash acquisition of Wiz, whose roughly 2,000 employees were overwhelmingly based in Tel Aviv — proof of what a cybersecurity company built here can be worth. Nvidia's local footprint keeps expanding to match: it now leases 18 floors of the Rubinstein Twin Towers, employs 5,000+ across seven Israeli R&D centers, and has committed $500M+ to a new northern-Israel campus. Team8, the venture-creation fund backed by Microsoft and Cisco, raised $365M in fresh capital in 2025 alone, pushing its AUM toward $2B. And the talent pipeline behind all of it is concentrated: Technion, Tel Aviv University and Ben-Gurion University together supply roughly 8,400 graduates a year into top Israeli high-tech roles — Technion alone is the top feeder for the local offices of Nvidia, Apple, Amazon, Google and Meta.
Ask what Tel Aviv builds and the honest answer is AI infrastructure and AdTech and traffic arbitrage — which is exactly the terrain ai product development work has to hold up in.
Hiring one senior engineer here is a ~$230K year-one outlay and a 60–90 day search. Our ai product development engagement starts at $4,000 with a first deploy in 2–5 weeks.
Did you know · Tel Aviv
Tel Aviv has more startups per capita than any city on earth — roughly 1 startup per 290 residents.
Time zone
--:--:--
IST
IST. We overlap with your morning, you ship by your evening. Async workflow built for the time gap.
Sectors in Tel Aviv
Stack we use
What you actually get
Concrete deliverables.
Live in 2–5 weeks.
No discovery phase that bills for itself. No Figma-only delivery. Every item below is something you can open, click, and ship to a user.
Streaming chat or agent UI with proper UX (interrupt, retry, citations)
RAG pipeline over your data — chunking, embeddings, hybrid search, citations
Provider routing via Vercel AI Gateway — Anthropic primary, OpenAI/Gemini fallback
Evals: a real test set, a deterministic CI check that catches model regressions
Observability: tool-call traces, token spend, latency per provider
Why us
Why founders in Tel Aviv pick us for this
01
We ship LLM features weekly — eval-first workflow, not 'ship and hope'
02
Model-routing day one so you're not locked to one provider's pricing or outages
03
RAG done with hybrid search + reranking, not naive embedding cosine similarity
04
Cost-aware: caching, model tiering (Haiku/Sonnet/Opus), budget alerts wired in
AI Product Development we've shipped
Founders we shipped ai product development with
Real founders, real product, real testimonials. The kind of ai product development work we'd do for you in Tel Aviv.

ArbVantage
Big-data platform for traffic arbitrage in Facebook ads. Built for affiliate media buyers running large daily spend across CPA offers — campaign and creative management, spend analytics, and high-volume ad-account orchestration.
Visit the product
Irresistible Bot
The platform combines structured onboarding, intelligent prompts, and brand-specific logic to ensure every output is grounded in real context. The more details users provide, the better and more accurate the results become. This allows the AI to act as a true copy coach, not just a writing tool.
Visit the product
Idlecorp
E-commerce platform with AI-powered product recommendations and personalized shopping experiences. Streamlined checkout and inventory management.
Visit the productDeeper reads
More on ai product development from our blog
Same engagement model, written up long-form — pricing tiers, workflows, anti-patterns.
FAQ
Common questions about ai product development
in Tel Aviv
How fast can you start?
+
Is the price really flat?
+
Which AI provider do you use?
+
How do you handle hallucinations?
+
Who owns the code?
+
Got a question about ai product development in Tel Aviv?
Ask me anything.
Right now.
Real chat. Real answers from our FAQ. If I don't have a clean match, I'll email you back within a day.
Valery Satsura
CEO · Start Matter · usually replies in minutes
Hey, I'm Valery. Ask me anything about working with us from Tel Aviv.
Also in Tel Aviv
Other things we build for Tel Aviv founders
Same engineer, same flat-price model, different focus. Pick the closest match.
AI Product Development elsewhere
We ship ai product development for founders in
See the full ai product development overviewReady when you are
Ship ai product development in Tel Aviv
in 2–5 weeks.
30-minute call → flat-price quote in 24 hours → first deploy inside two weeks.