AI / Development & Engineering

Custom AI Solutions

We design scalable, future-ready custom AI solutions tailored to your needs — architected AI-first from the ground up, so every system, dataset, and line of code is optimized for AI workloads instead of bolted onto them after launch.

12+AI solution categories
5-PhaseProven delivery methodology
AI-FirstArchitecture approach
GDPR/HIPAACompliance-aware by design

The most successful AI solutions are designed for artificial intelligence from the ground up.

That's the AI-first architecture approach: every system, dataset, and line of code optimized for AI workloads from day one — not adapted to it after the fact.

What We Build

Twelve ways to put AI to work

From autonomous agents to computer vision, each solution category below is built on the same AI-first architecture — matched to whichever ones your product actually needs.

01

AI Agents & Autonomous Systems

Automate complex workflows with intelligent, goal-driven agents that reduce manual oversight and boost productivity.

02

Intelligent Automation

Streamline rule-based and repetitive processes to improve efficiency and reduce manual errors.

03

Predictive AI & Analytics

Accelerate data-driven decisions with ML models trained on your own enterprise data.

04

AI Security & Threat Detection

Proactively identify threats, anomalies, and fraud across your systems.

05

AI-Powered Personalization

Deliver tailored recommendations and experiences in real time.

06

Decision Intelligence

Enhance strategic decisions with AI insight, explainability, and scenario modeling.

07

Intelligent Document Processing

Extract, classify, and summarize PDFs, forms, contracts, and voice transcripts using NLP, OCR, and speech models.

08

Computer Vision

Detect objects, patterns, and anomalies in images and video in real time.

09

Conversational AI

Chatbots, virtual assistants, and voice agents that enhance engagement and support.

10

Custom Generative AI

Secure, scalable, application-specific genAI tools aligned to your domain and data.

11

Natural Language Processing

Sentiment analysis, entity recognition, and summarization built for your text.

12

LLM-Powered Solutions

Custom AI/ML solutions powered by pre-trained LLMs — from copilots to domain-specific tools.

How We Work

A 5-phase path from idea to production

Design Thinking, applied to AI: we don't skip from "interesting idea" straight to "in production." Each phase produces something concrete before the next one starts.

Engineers collaborating on a custom AI build
01 Empathize

Build a shared understanding

Stakeholder interviews align on business goals, user personas uncover real pain points, and a technology assessment gauges what your current stack can and can't support.

Stakeholder interviews Business goals analysis Technology assessment
02 Strategize

Refine ideas into a customized strategy

We select the right models, frameworks, and languages, map how users will experience the solution, and run rapid concept sketches and spark demos before committing to a build.

Technology selection Journey mapping Rapid prototyping
03 Design

Turn strategy into an actionable roadmap

Wireframes, sitemap, and a technical architecture built on AI-first principles come together into a prioritized roadmap — so development starts with nothing left ambiguous.

Technical architecture Wireframing Product roadmap
04 Develop

Build AI-first, the right way

Features ship iteratively against established coding standards, scalable microservice and container architecture, and robust security protocols — with every change tracked and documented.

Coding standards Microservices Security protocols
05 Test & Deploy

Release with confidence

Stakeholders test throughout, CI/CD pipelines automate quality checks, and end-user training plus on-call deployment support keep launch day predictable.

CI/CD testing End-user training Performance monitoring

Full-Stack AI Delivery

AI solution development services

Four groups of work that cover a custom AI build end to end — expand each to see what's inside.

  • AI Strategy & Consulting — identify high-impact use cases, align business goals, and build a customized implementation roadmap.
  • AI Readiness Assessments — evaluate your organization's AI maturity, infrastructure, and processes to identify gaps.
  • PoC & MVP Development — validate AI use cases quickly with focused pilots and MVPs designed to shape your vision.
  • Generative AI Development — domain-specific genAI tools and fine-tuned LLMs using retrieval-augmented generation and prompt tuning.
  • Predictive Model Development — forecast trends and optimize operations with trained AI and ML models.
  • Machine Learning Model Development — train and deploy ML models customized for your data and business needs.
  • AI Agent Development — intelligent agents and copilots that retain context, use tools, and automate workflows.
  • RAG & Knowledge Integration — ground your models in proprietary data for more accurate, context-aware responses.
  • End-to-End Custom AI Development — data orchestration, model training and fine-tuning, backend/frontend engineering, UI design, and deployment.
  • AI UI/UX Design — intuitive, user-focused AI interfaces aligned with your business goals.
  • Automation Engineering — automate workflows and repetitive tasks to improve speed, accuracy, and scalability.
  • MLOps & Scalable Deployment — pipelines for versioning, CI/CD, monitoring, and model governance.
  • Data Engineering & Architecture — robust, scalable data architectures, clean and optimized for AI workloads.
  • AI Infrastructure & Cloud Enablement — high-performance AI platforms on cloud or hybrid environments.
  • AI Integration & Legacy Modernization — embed AI into existing systems to enhance performance and reduce friction.

A Shared Understanding

We get every stakeholder aligned and on the same wavelength before a single model gets built.

Finding & Refining Value

We deeply understand what matters to your customers, so effort goes toward what actually moves the needle.

Re-Framing Challenges

We redefine your problems and opportunities to uncover the AI use cases you hadn't considered yet.

Industry Expertise

Built for how your industry actually works

Custom AI only pays off when it understands the constraints of the industry it's built for — regulatory, operational, and otherwise.

Fintech

Automate KYC, broaden credit-scoring parameters, and optimize fraud detection with compliant AI that integrates with core banking infrastructure.

Healthcare

Build AI-augmented diagnostic models and patient triage, automate coding and claims processing — trained on region- and domain-specific data.

Retail & eCommerce

Power personalized recommendations, dynamic pricing, and demand forecasting that improve margins and customer experience.

Logistics & Supply Chain

Optimize routing, inventory, and warehouse operations with predictive and prescriptive AI tailored to your network.

Public Sector & Govtech

Deploy secure AI for document processing, citizen services, and compliance oversight — built with transparency and trust in mind.

Edtech & Learning Platforms

Enhance adaptive learning, generate custom content, and personalize learner experiences using NLP and recommendation systems.

Tech Stack

The tools we choose from — not default to

We assess your data, constraints, and goals, then pick from a wide bench of enterprise and special-purpose AI tooling rather than pushing one vendor by default.

Enterprise-Grade Platforms

Meta Llama OpenAI Amazon Web Services Google AI Microsoft Azure Squirro

Special-Purpose Tools & Models

Mistral AI OpenAI Whisper DALL-E Ultralytics Stability AI

Retrieval-Augmented Generation

LangChain LlamaIndex Pinecone Amazon OpenSearch DSPy HuggingFace

Representative Work

The kind of AI work we take on

Illustrative examples of the engagement types custom AI development covers — the shape of problem, not a specific client list.

Healthcare

Dual-pipeline AI for personalized care

A patient app, clinician portal, and dual-pipeline AI working together to support personalized care and body-composition tracking for a weight-care platform.

Public Sector

Modernizing secure communication

AI-powered compliance review, biometric login, and more reliable voice, video, and messaging for a secure communication platform.

Consulting

Rapid knowledge-retrieval assistant

A secure AI assistant for a global consulting firm, cutting internal query time from 30 minutes to 30 seconds and saving thousands of hours a month.

Professional Services

AI voice agent for client follow-up

An AI voice agent automating client check-in calls, catching at-risk relationships early and cutting cost per call by over 95%.

Legal

Automating a manual workflow

An AI-powered pipeline that reduced a five-hour paralegal patent-notification task down to four minutes.

Retail

Aligning an enterprise AI roadmap

A tailored AI roadmap that helped a retail enterprise align strategy, prioritize adoption, and move toward scalable AI transformation.

Why Partner With 11Seas

Five reasons teams stick with us past the first project

Custom AI development is a long relationship, not a one-off delivery. Here's what that relationship actually looks like.

01

Global Expertise

A diverse team of industry-leading engineers and product designers delivering world-class AI solutions tailored to your needs.

02

Integrated Approach

Business goals, user needs, and technical feasibility aligned into one seamless strategy — not three separate conversations.

03

Collaborative by Design

We work alongside your team every step of the way to co-create impactful solutions, not disappear behind a statement of work.

04

Outcome-Oriented

Every decision and deliverable is geared toward measurable results, not just technical delivery for its own sake.

05

Proven Methodologies

Design Thinking, Agile, and Jobs-to-be-Done bring structure and innovation to every engagement, start to finish.

Frequently
Asked
Questions

We meet you wherever you are. If you're starting from zero, we begin with a readiness assessment and help you pick the right tools and architecture. If you're already partway there, we round out your stack and validate it solves the right problem.

At minimum, a business subject-matter expert, a technical lead, and a decision-maker to keep progress and alignment moving. The broader the stakeholder input — including end users — the better the outcome.

We assess your current stack, project specifics, and future-proofing needs, then choose from leading AI/ML platforms and frameworks — rather than defaulting to whichever vendor we're most familiar with.

Yes — cloud-based, on-premises, or hybrid. We work to ensure smooth interoperability with your current tools, databases, and workflows, minimizing disruption while maximizing impact.

Security and compliance are embedded into every phase — encryption, access control, and secure model deployment designed to meet standards like GDPR, HIPAA, and SOC 2, with governance built in, not bolted on.

Yes. Performance tuning, retraining, scaling, and governance continue after launch, so the system keeps delivering value as your data and business needs evolve.

We combine AI expertise with enterprise-grade software engineering and domain insight. End to end — from strategy and PoCs to deployment and optimization — every engagement stays both innovative and business-aligned.

Architected for AI, not adapted to it

From the first architecture decision to a production system your security team signs off on — that's the standard custom AI development gets held to.

Book a strategy call

Tell us about your project!

Get clarity on your AI use case, architecture, and next steps — in one short call.

Monam Khalid
Monam Khalid Founder at 11Seas
Book a call

What do you want to build?

No pitch deck needed

Thanks! We'll follow up within one business day.