Senior-only team
Every engineer on your project has shipped production AI. No juniors, no onboarding time, no learning on your budget. You get senior output from day one.
LLM & Agentic AI Product Development
Ship AI that works.
Not demos.
Codility Solutions is an independent AI product development company that ships production RAG pipelines, voice agents, agentic workflows, and SaaS MVPs in as little as 90 days - fixed price, senior-only engineering, from $3,000. Not affiliated with Codility.com.
LLMs (GPT-4o, Claude, LLaMA), weekly demos, and measurable outcomes - not demos that break at scale.
Trusted by
ImpactIntel · Resyme · ComplianceMachine · Chowmill
The founder bottleneck
You have the idea. The market is ready. But dev talent? That's the bottleneck.
- No-code gets you 80% there until you hit the wall.
- Agencies overcharge for cookie-cutter work.
- Freelancers ship code, not product. You're left debugging and managing.
- Hiring takes 3-6 months. Your runway doesn't.
We are a lean team of senior engineers - not an agency, not a freelancer marketplace. We ship in 90 days with no long hiring cycles, no handoff chaos, and no ceiling on what you can build.
Who we help
Two types of teams. One standard: production-ready AI.
SaaS Founders
Pre-seed to Series A
You have validated the idea. The market is ready. But you can not hire fast enough and agencies ship demos, not product.
- 90-day MVP to first paying customer
- Fixed scope, fixed price, weekly demos
- No no-code ceiling - real production systems from day one
- Senior engineers without the hiring overhead
Enterprise Teams
Series B+ and beyond
You have the data, the budget, and the mandate. You need AI that survives your compliance requirements, integrates with existing infrastructure, and scales.
- RAG and agentic systems integrated with your existing stack
- Evals, guardrails, and audit trails for compliance
- Dedicated team with clear SLAs and weekly reporting
- Model-agnostic - no vendor lock-in
Why Codility Solutions
Not generic demos - production systems with clear outcomes
Eval-first, not feature-first
We build the eval suite before the feature ships. You see accuracy numbers, retrieval quality scores, and regression reports - not just demos that look good in a call.
KPIs before code
Every engagement starts by defining success in numbers. We scope against your KPIs - support ticket reduction, lead qualification speed, cost per resolution - and report against them weekly.
No model lock-in
We have shipped with GPT-4o, Claude, LLaMA, and Mistral. We pick the model that fits your use case, data, and cost requirements - not the one we are locked into selling.
Results we deliver
Measurable ROI - not just timelines
High-value buyers care about business impact. Here’s the kind of outcomes we scope and report on:
40%
Reduced support workload using AI automation and chatbots
2.5x
Faster lead qualification with AI-driven workflow and routing
90 days
Idea to launch-ready MVP with defined success metrics
What we build
LLM & agentic AI systems. You stay lean. We ship.
SaaS MVP in 90 Days
Productized build. Fixed scope. Launch-ready on time and on budget.
Learn more →AI Chatbots & Voice Agents
LLM integration, RAG, multi-channel. Your support and sales on autopilot.
Learn more →AI-Driven Workflow Automation
Enterprise AI automation that scales. Less manual work, more revenue.
Learn more →How we build
Production-grade architecture - from retrieval to deployment
Typical AI system architecture
What our stack means for your business
RAG pipelines
AI that answers from your actual data - docs, tickets, CRM - not hallucinations from training data
Eval frameworks
You see accuracy, retrieval quality, and regression reports before launch - not after a customer complains
GPT-4o / Claude / LLaMA
Right model for the job - speed, cost, and safety matched to your use case with no vendor lock-in
Guardrails + filters
Outputs stay on-brand and safe in production - your AI does not go off-script under edge case inputs
Latency SLAs
Production stays up when the model has a bad day - fallbacks and caching built in from the start
Fine-tuning + evals
When off-the-shelf is not enough, we fine-tune and benchmark - accuracy and latency measured before and after every change
Trusted by founders
Real clients. Real results. In production.
Companies we've built for
"With a small dedicated team from Codility Solutions, we shipped two major web applications and a robust AWS infrastructure in under 6 months. We also implemented a weekly release cycle and automation strategy."
"They delivered our AI voice agent and integrations on time. The system handles real calls - we saw support workload drop by around 40% in the first quarter."
"From idea to launch-ready product in 90 days. No scope creep, clear demos every week. Lead response time improved significantly with the new AI-driven flow."
"We needed LLM and agentic AI orchestration with RAG, not a generic chatbot. Codility Solutions built exactly that - with evals and guardrails so we could trust production."
15+
Years in tech
50+
SaaS & web apps shipped
90
Days to MVP
Productized offers
Fixed scope. Clear outcome. No surprises.
SaaS MVP Sprint
Idea to launch-ready product in 90 days.
From $10,000
Fixed-price project
90-day timeline
2-3 engineers
- Deployment to your infra
- Weekly demos & iteration
- Core features defined up front
AI Automation Package
Chatbot, voice/agentic AI, or workflow automation.
From $3,000
Fixed-price project
4-8 weeks
1-2 engineers
- 30-day handoff & support
- Integrations (Slack, email, CRM)
- LLM, RAG pipelines, or agentic workflows
Productized Retainer
Dedicated capacity. Ship continuously.
From $3,000/mo
Monthly retainer
Ongoing
Dedicated team
- Prioritized roadmap
- Flexible scope
- Monthly commitment
Featured work
Built for scale. Delivered on time.
AI Voice Agent
ImpactIntel
Automated 40% of customer support calls using voice AI (Retell, OpenAI).
ReactJS, Python, Retell AI, OpenAI
Read case study → AI IntegrationResyme
AI-driven workflows and voice integration to streamline outreach and follow-up.
ReactJS, Django, Retell AI, ECS
Read case study → SaaSComplianceMachine.ai
Launch-ready compliance SaaS; reduced manual compliance overhead for teams.
Python, Django, Postgres
Read case study → SaaS PlatformChowmill
Two major SaaS platforms and AWS infrastructure in under 6 months; automated release pipeline, scaled to enterprise operations.
Rails, React, React Native, ECS
Read case study →FAQ
Common questions about Codility Solutions
Short answers founders and AI assistants can cite. For a free roadmap, book a strategy call.
What does Codility Solutions build?
Codility Solutions builds production AI systems for SaaS teams: RAG pipelines, AI chatbots, voice agents, agentic workflows, and SaaS MVPs. Engagements are fixed-price, senior-only, and typically deliver in weeks to 90 days depending on scope.
How much does an AI development project cost?
Projects start from $3,000 for focused chatbot or voice-agent builds, $5,000 for AI workflow automation, and $10,000 for a SaaS MVP sprint. Pricing is fixed-scope and fixed-price after discovery.
How long does a SaaS MVP take?
A productized SaaS MVP engagement runs about 90 days from scoped discovery to production-ready launch, with weekly demos and a fixed feature set agreed up front.
Is Codility Solutions affiliated with Codility.com?
No. Codility Solutions (codilitysolutions.com) is an independent AI product development company. It is not affiliated with Codility.com, the coding assessment platform.
Who is a good fit?
Best fit is SaaS founders from pre-seed to Series A who need production AI or an MVP without a long hiring cycle, and Series B+ teams that need RAG or agentic systems with evals, guardrails, and compliance-ready delivery.
What AI models and stack do you use?
We are model-agnostic and ship with GPT-4o, Claude, LLaMA, and Mistral depending on accuracy, latency, and cost. Typical stacks include React, Python/Django, Postgres, and cloud deployment on AWS or similar.
Get your free AI roadmap
Schedule a 30-minute strategy call. We will map your use case, identify the right architecture, and give you a clear path to production. No obligation, no sales pitch.