AI BUILTFOR THESTAKES.
We are the build partner companies call when the project actually matters. Custom AI, MCP servers, autonomous agents, full products — any sector, any domain. Shipped fast, shipped right.
AI AGENTS
For any sector. On a deadline. In production — not a prototype.
Week 1
Working software
100%
You own it
Point of view
Most firms advise.
We build.
Most ship slide decks.
We ship software that runs in production.
The hard part of AI was never the model. It's the system around it — the data, the integrations, the edge cases, the thing surviving contact with real users. That's the work most teams stall on. It's the work we specialize in.
Where we start
Your tools don't talk.
Your data's a mess.
We fix that — fast.
The work that can't wait: tooling and data integration. Concrete, urgent, and shipped in weeks — not quarters. It's where we land, and where we prove what we can build for you next.
Your tools don't talk to each other.
System & API integration — Salesforce, Stripe, your warehouse, legacy apps, all wired together and in sync.
Your data is scattered and unusable.
Data integration & pipelines — ingest, clean, unify, and move data so every team works from one source of truth.
Your team runs on spreadsheets and manual work.
Internal tooling — custom dashboards, admin panels, and ops tools that kill the busywork.
Your data isn't ready for AI.
AI-ready data & RAG — embeddings, retrieval, and search that make your data usable by models.
Your AI can't reach your systems.
MCP & agent connectivity — wrap your stack so AI agents can actually act inside it.
The same workflow eats hours every week.
Workflow automation — agents and pipelines that take the repetitive work off your team's plate.
Typical engagement: $50k – $500k · shipped in weeks, not quarters.
Price your project →Capabilities
One lab. The whole stack.
From the first whiteboard to production traffic — strategy, design, AI, engineering, and infra under one roof. No hand-offs, no gaps.
AI & Agents
- LLM applications
- Autonomous agents
- Multi-agent systems
- MCP servers & tools
- RAG & retrieval
- Fine-tuning & evals
Product & Engineering
- 0 → 1 product builds
- Web & mobile apps
- APIs & backends
- Real-time systems
- Design & UX
- Cloud infra & DevOps
Data & Automation
- Data pipelines
- Crawlers & ingestion
- Workflow automation
- Integrations
- Analytics & search
- Vector & SQL stores
Strategy & Enablement
- AI strategy & roadmap
- Architecture review
- Fractional CTO
- Proof-of-concepts
- Team enablement
- Security & compliance
Where we work
Every sector. Every domain.
The problem changes. The standard doesn't. Regulated, high-stakes, or greenfield — we've built into all of it.
Proof / we eat our own cooking
We didn't just advise on an AI product.
We built and shipped one.
Most consultancies have never run their own product in production. We do — jobrush.ai, a live agentic platform that finds, matches, and applies to jobs for people. It's the bar we build to for every client.
The hard problems we solved
- →Ingest and make sense of messy, real-world data at scale
- →Reason over unstructured documents with LLMs — reliably
- →Take autonomous action on a user's behalf, end to end
- →Survive contact with real users and real production traffic
The how is ours. The capability is what we bring to you.
Why it matters to you
These are the exact problems that stall most AI projects. We've already solved them — in a system that's live, not a prototype.
Live
In production
Agentic
Ingest → reason → act
Owned
Built & run by us
The agentic loop we ship
01
Ingest
data, docs, systems
02
Reason
LLMs + logic
03
Act
autonomous output
The takeaway → if we can build this for ourselves, imagine what we'll build for you.
0 → 1
Idea to production
Any
Sector or domain
Week 1
Working software
100%
You own the code
The method
From call to production.
A way of working built for speed without the usual risk. You see software run in week one — and every week after.
Scope
A 30-minute call. We pressure-test the idea, define the win, and lock a scope you can see — live, on this page.
Architect
We design the system — models, data, integrations, infra — and hand you the plan before a line is written.
Build
Working software in week one. Every week after, you see it run — not status decks.
Ship & own
We deploy to production, hand over the keys, document everything, and stay on call. It's yours.
Ways to work with us
Three ways in.
Sprint
A fixed, fast strike
1–4 weeks. A proof-of-concept, an integration, a critical feature. Scoped on this page, shipped on a deadline.
Best for: validate fast, unblock a launch
Build Partner
We own the build
We take a product or platform from idea to production and run point on architecture, delivery, and ship. Working software every week.
Best for: 0 → 1 products, serious builds
Embedded
We plug into your team
Senior AI engineers and a fractional CTO inside your org — pairing, raising the bar, and shipping alongside you.
Best for: scaling teams adopting AI
Live estimator
Price it. From one feature to a full program.
One project or a thousand-hour, multi-feature program — stack the features, size the pod, and watch the investment and timeline move. An honest range before you ever talk to us.
01 / Configure
LLM apps, agents, RAG, fine-tuning — end to end.
Typical scope, some unknowns
02 / Live estimate
Investment
$43.5k–$61k
Build hours
235–330
Timeline
7–10wks
Indicative · refined in a 30-min scoping call
We take a small number of engagements at a time
Got something that
actually matters?
Tell us the stakes. We'll tell you exactly how we'd build it — and what it takes.
Start the conversation →