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.

Get a flat-price quote for AI Product Development in Tel Aviv

Quote back in 24 hours. No call required first.

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

CybersecurityAI infrastructureFintechAdTech and traffic arbitrageB2B SaaS

Stack we use

Vercel AI SDKAI GatewayAnthropic / OpenAI / GeminiPostgres + pgvectorInngest / Workflow DevKit

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.

01

Streaming chat or agent UI with proper UX (interrupt, retry, citations)

02

RAG pipeline over your data — chunking, embeddings, hybrid search, citations

03

Provider routing via Vercel AI Gateway — Anthropic primary, OpenAI/Gemini fallback

04

Evals: a real test set, a deterministic CI check that catches model regressions

05

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 · 2026

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
AI Tool · 2025

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 · 2023

Idlecorp

E-commerce platform with AI-powered product recommendations and personalized shopping experiences. Streamlined checkout and inventory management.

Visit the product

FAQ

Common questions about ai product development in Tel Aviv

How fast can you start?

+
Most builds begin within seven days of the first call. We don't sell discovery — we go from problem statement to first deploy on the same day-one timeline.

Is the price really flat?

+
Yes. After a 30-minute call we send a single number and a scope you can accept or reject. No hourly billing, no change-order games. If we underestimate, we eat it.

Which AI provider do you use?

+
Default to Anthropic Claude (Sonnet for most cases, Haiku for cost-sensitive paths, Opus for the hard ones). All routed via Vercel AI Gateway so you can switch providers without code changes.

How do you handle hallucinations?

+
Evals on a held-out test set in CI, citation-required prompts where factuality matters, structured outputs (JSON schema) where the answer must be machine-parsable. Where users see free-form responses, we add 'why this answer' citations to the underlying data.

Who owns the code?

+
You do, from commit one. The repository is created in your GitHub org. Infrastructure is provisioned in your cloud account. We don't host your stack on ours and we don't lock you in.
More questions → /faq/ai · /faq/tech-stack · /faq/cost

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

Valery Satsura

CEO · Start Matter · usually replies in minutes

Hey, I'm Valery. Ask me anything about working with us from Tel Aviv.

Ready 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.

Get a flat-price quote for AI Product Development in Tel Aviv

Quote back in 24 hours. No call required first.