You're a tech company with a working product and real users. We embed AI into your core product - automating workflows, adding intelligence, and unlocking scale you can't reach manually.
.svg)
.svg)
The AI gap is real. And it's widening.
Competitors are shipping AI. You're watching.
We provide technical leadership to get AI into your product, so you're shipping, not watching.
Your team doesn't know where to start
We bring a clear AI strategy and prioritized roadmap, so your team knows where to start.
In-house AI experimentation is slow and costly
We give you senior AI leadership on-demand without the hiring timeline or building from scratch.
You've tried AI pilots that never shipped
We own the path from pilot to production, so what you build actually reaches users.
Read these. If you nod at most of them - we should talk.
You're a fit if...
You have a working tech product with real users
You want AI features but your team lacks the expertise to build them
You've tried AI experiments internally and they never reachedproduction
You need to ship AI fast - competitors are already moving
You want a senior AI team that owns the outcome, not just the tickets
You're looking for strategy + execution in a single engagement
Probably not a fit if...
You're pre-product or pre-revenue
You already have a strong in-house AI/ML team
You need a single developer for a small task
Stage
Series A – Series C
Team size
10–200 people
Tech team
Engineers exist, no AI specialists
Product type
B2B or B2C tech product
We don't just advise - we build, deploy, and hand off production-ready AI systems.
.svg)
ChatGPT-like features inside your product
Integrate GPT-4, Claude, or Gemini directly into your product - chat interfaces, AI assistants, content generation, summarization.
In-app AI assistants
Content generation
Smart summarization
Multi-turn conversations
.svg)
AI that actually knows your data
RAG pipelines that let your AI answer questions from your own documents and databases - accurately, without hallucinations.
Document Q&A
Internal knowledge search
Support automation
Semantic search
.svg)
Workflows that run themselves
Autonomous agents that execute multi-step tasks - calling APIs, making decisions, and replacing repetitive human workflows end-to-end.
Autonomous task execution
Multi-step agents
API orchestration
Background AI workers
.svg)
Built for your data, not generic
When off-the-shelf LLMs aren't enough - we fine-tune or train models on your data for classification, prediction, and anomaly detection.
Fine-tuned LLMs
Classification models
Anomaly detection
Recommendation engines
.svg)
Insights your team never had time to find
Natural language queries, automated reports, anomaly alerts, predictive dashboards - no data science team required.
Natural language queries
Automated reporting
Predictive dashboards
Anomaly alerting
.svg)
AI that stays reliable at scale
Observability, prompt versioning, cost optimization, latency tuning, and failover logic - so your AI features stay fast, cheap, and reliable.
LLM cost optimization
Prompt management
Observability & logging
Failover & reliability
Our engineers are fluent across the full AI stack - from OpenAI and Anthropic APIs to custom agent architectures and production RAG systems.
Core ML stack
Python / FastAPI
LLM APIs
OpenAI & Anthropic
Agent frameworks
LangChain / LlamaIndex
Knowledge pipelines
RAG Architecture
Autonomous workflows
AI Agents
Vector Databases
Pinecone, Weaviate, Chroma
You don't need to figure it out - just tell us what you want to achieve.
Tell us what you're building - which LLMs you use, what workflows to automate, and whatoutcomes you're after. We map your needs to the right implementation strategy.
LLM provider & framework matching
Use-case feasibility assessment
Effort & timeline estimation
Within 48 hours you receive an architecture proposal - the right stack, the right approach, anda phased implementation plan built around your product and data.
Architecture design & stack selection
RAG, agent, or LLM integration plan
Phased delivery roadmap
Our senior AI engineers build it to production. You stay in control - we handle the complexity,ship the features, and hand off with full docs and a trained team.
Production deployment
Full documentation & handoff
Team knowledge transfer
Most agencies say they do AI. Few have shipped it to production at scale. We know what works, what doesn't, and how to move fast without breaking things.
48hrs
To first implementation proposal
50+
AI features shipped to production
Senior only
No juniors on AI-critical code
100%
Production delivery, every time
.svg)
Start where you are. Scale as fast as you want.
Find your highest-ROI AI opportunities.
Before building anything, we map your product, data, and workflows to find where AI will have the biggest impact. You get a prioritized roadmap of the highest ROI moves for your product, with no vendor bias.
Full product & data landscape review
AI opportunity scoring & prioritization
Build-vs-buy-vs-integrate analysis
Implementation roadmap with effort estimates
Investor/board-ready AI narrative
Ship your first AI features. Fast.
We take the top 1 to 3 opportunities from the audit and build them to production. A dedicated AI engineer joins your team, handling everything from architecture to deployment.
Architecture design & LLM selection
End-to-end feature build (RAG, agents, or LLM integration)
Staging & production deployment
Prompt engineering & evaluation framework
Team handoff with full documentation
We become your AI department.
For companies going all-in on AI. We embed engineers, architects, and our CTO into your team. We set the strategy, build the features, run the infrastructure, and keep optimizing. You get a full AI department without hiring one.
Dedicated AI engineering team (2–4 engineers + CTO oversight)
Full AI roadmap execution across all product areas
Custom model fine-tuning & ML pipelines
AI ops infrastructure: observability, cost optimization, reliability
Monthly strategy reviews & competitive AI analysis
Priority access & 48hr SLA on critical AI incidents
Book a free 30-minute call. We'll map the top 3 AI opportunities in your product and tell you exactly what to build first.
.svg)
.svg)
