You don't need to know the exact specialization to get moving. For 10+ years we've placed engineers with 70+ businesses — including AI developers who build real LLM-powered features: search over your data, chat interfaces, content generation, and everything that connects them to your product.
These are the problems teams hit trying to add real AI features.
You know you need "AI" but aren't sure what specialization to hire for.
Your prototype AI feature hallucinates or gives inconsistent answers.
No one on your team has actually shipped LLM features to real users.
API costs are unpredictable and no one's optimizing usage.
Competitors are shipping AI features and your roadmap is behind.
A rushed AI feature that embarrasses you is worse than none at all.
You don't need to have the specialization figured out — we scope it with you. We place AI developers who ship features that actually work in production.
If "we need AI" is where you are right now, this is for you.
You have a clear idea — search, chat, generation — but no one to build it right.
You're not sure exactly what to build yet and want a technical partner to figure it out with.
Your engineers are strong generalists but don't have deep LLM experience yet.
Each problem above maps to how we staff. Here's how we fix it.
On the talent call, we help define what to build and match the right specialization.
Retrieval and prompt design grounded in your real data, not open-ended guessing.
Engineers who've taken LLM features from prototype to real, paying users.
Model choice and usage patterns designed with cost in mind, not as an afterthought.
We get a first useful AI feature live quickly, then iterate from real feedback.
Evaluation and testing before a feature reaches real customers, not after.
We're not staffing theory — we build AI-powered software for our own operations and clients every day. For 10+ years and 70+ clients, that experience is exactly what we vet candidates against, so the person you hire has shipped real features, not just experimented with an API.
Book a Talent Call →The same AI feature, three very different outcomes.
We help you scope the AI feature and specialization needed.
We shortlist an AI developer fit for your goal and stack.
They build the feature and validate it before launch.
The feature ships, and we improve it from real usage data.
CrecenTech is the engine that drives our success from start to finish. They communicate effectively and always look for ways to innovate and deliver better.
Yes, that's normal. On the talent call we scope your goal and match the right specialization — whether that's a generalist AI developer or a more specific skill like agents or MLOps.
LLM-powered features — search and Q&A over your data (RAG), chat interfaces, content generation, classification — integrated into your product or internal tools.
Not necessarily. Many engagements start by getting a first useful feature live, then improving the underlying data and infrastructure as it proves value.
We match from an existing vetted pool, so you're typically interviewing within days and can have someone contributing shortly after.
Both. Many clients start on contract to prove fit on real work, then convert strong performers to permanent.
Book a talent call — we'll help scope your first AI feature and match the right developer.