CUSTOM BUILD_
Service · Build to Production
Your custom ai development company. From model to production.
For teams that need AI built for their specific data, workflows, and compliance requirements - not off-the-shelf tools retrofitted to fit.
Engagement$25-500K
Duration6-20 weeks
Team1 architect + 2-4 engineers
OutputProduction-ready AI system
Custom AI Development
BUILT FOR
YOUR DATA.
NOT THEIRS.
Off-the-shelf AI tools are built for someone else's problem. We are a custom ai development company that builds machine learning models, NLP systems, and intelligent automation for your specific data, your workflows, and your compliance constraints.
95%+
Model accuracy
Avg on production deployments
3.1x
Year-1 ROI
Across custom AI builds
6 weeks
Avg to first model
Discovery to working prototype
100%
IP ownership
Clients own all code and models
Six weeks to production · Five phases
THE METHOD
Each phase has a clear output and a go or no-go gate. Nothing moves forward until the previous phase is validated.
Phase 01 · 1–2 WEEKS
Discovery & Scoping
We audit your data, define the use case, and scope the build. No assumptions, no templates - just what your specific problem actually requires.
Data audit and readiness report
Use case definition document
Tech stack recommendation
Fixed-fee SOW
Phase 02 · 1–2 WEEKS
Architecture Design
Our AI solutions architects design the model architecture, data pipeline, integration points, and compliance framework before a single line of code is written.
System architecture blueprint
Data pipeline design
Integration map
Compliance review
Phase 03 · 2–4 WEEKS
Model Development
ML engineers build, train, and evaluate the model against your data. Whether it is a machine learning model, NLP development, or computer vision system - built clean, tested rigorously.
Trained model (v1)
Evaluation report
Benchmark results
Iteration log
Phase 04 · 1–2 WEEKS
Integration & Testing
The model is integrated into your existing stack - APIs, cloud infrastructure, UI, or internal tools. Full QA, load testing, and bias review before any production deployment.
Production-integrated system
QA and load test results
Bias and safety audit
Deployment runbook
Phase 05 · ONGOING
Deployment & Handover
We deploy, monitor, and hand over full documentation. Clients can run it independently or move to a managed services retainer for ongoing optimization.
Live production deployment
Monitoring dashboard
Full documentation
Handover or retainer options
Six capabilities
WHAT WE BUILD
01 -
Machine Learning Models
Predictive models, classification systems, anomaly detection, and forecasting engines trained on your data. From fraud detection to demand forecasting - production-grade machine learning development for real business outcomes.
02 -
NLP Development Services
Document extraction, contract analysis, sentiment analysis, entity recognition, and text classification. Our nlp development services handle unstructured data at enterprise scale - legal, healthcare, financial, and operational documents.
03 -
Computer Vision Systems
Defect detection, visual quality control, medical image analysis, and object recognition models. Deployed on cloud infrastructure or edge hardware for real-time production-line intelligence.
04 -
Conversational AI & Chatbots
Domain-tuned LLM-powered assistants built on your knowledge base. Not generic chatbots - AI that knows your products, policies, and customers and handles tier-1 queries autonomously.
05 -
Recommendation Engines
Personalization systems that improve with every interaction. Product recommendations, content surfacing, and next-best-action models built for e-commerce, media, and financial services clients.
06 -
Predictive Analytics
Forecasting models for sales, churn, inventory, staffing, and maintenance. Built on your historical data, connected to your dashboards, and calibrated to your P&L assumptions.
Built for these teams
WHO THIS IS FOR
01 -
CTO / VP Engineering
Your team has the data but not the ML expertise to build production-grade models. You need a custom ai development company that builds clean, documented, and hand-offable systems.
In-house team lacks ML depth
Need production-ready, not prototype
Full IP ownership required
02 -
Operations / Process Owner
A specific workflow is breaking at scale and no off-the-shelf tool fits your data format, compliance requirements, or integration constraints.
Existing tools don't fit the use case
Data is proprietary or regulated
Need something that actually integrates
03 -
Product Leader / Founder
You are building an AI-powered product and need a custom ai development company that can build the model layer - and hand it over clean when it is done.
Building AI-first product or feature
Need fast time-to-prototype
Investors need a working demo
What clients say
TRUSTED BY TEAMS THAT SHIP
“alien.fi's custom ai development team built our fraud detection model from scratch. It went live in 11 weeks and cut our fraud losses by 47% in the first year. The code is clean, documented, and our internal team runs it independently.”
Chief Technology Officer, Regional Insurance Company
“We needed nlp development services that could handle 10,000+ contracts a month. alien.fi built a contract extraction model that runs at 95% accuracy. We replaced a team of six manual reviewers.”
VP of Operations, Mid-Market Legal Services Firm
“Every other vendor wanted to sell us their platform. alien.fi built exactly what we needed on our infrastructure, on our timeline, and handed over 100% of the IP. That is rare.”
CTO, Healthcare Technology Scale-Up
Got questions
FAQS