01
AI Strategy & Audit
We map your workflows, data and goals, then rank AI opportunities by impact, risk and cost. You get a clear roadmap, not a slide deck of buzzwords.
Opportunity mappingData readiness reviewROI & cost model12-month roadmap
NewNow booking AI pilots for Q1 2027
We architect the intelligence behind your business.
ModelArchitect helps you set up AI solutions that actually work — strategy, agents, knowledge systems, custom models and the infrastructure to run them.
modelarchitect / pipeline.v3
Livelatency p95
182ms
eval score
94.6
cost / 1k req
$0.41
Model-agnostic · we build on the stack that fits you
OpenAIAnthropicGoogle GeminiMeta LlamaMistralAWS BedrockAzure AIGoogle CloudHugging FaceLangGraphPineconePostgreSQLOpenAIAnthropicGoogle GeminiMeta LlamaMistralAWS BedrockAzure AIGoogle CloudHugging FaceLangGraphPineconePostgreSQL
What we do
Every layer of your AI, handled.
02
AI Agents & Automation
Agents that handle real work: support, ops, sales and back office.
03
RAG & Knowledge Systems
Turn documents, wikis and databases into an assistant that knows your business.
04
Custom LLM Solutions
Chatbots, copilots and AI features built into your product.
05
Model Fine-tuning
When off-the-shelf isn't enough, we fine-tune open or hosted models on your data to improve accuracy, tone and cost per request.
Dataset curationFine-tuning & distillationBenchmarkingCost optimisation
06
MLOps & Deployment
Production infrastructure that stays fast, secure and observable.
Engineered, not improvised
Blueprints first.
Then we build.
Every system starts as a clear architecture: which models, which data, which rules, and how we'll measure success. No black boxes — you see and own every decision.
- Right-sized modelsBest quality for the lowest running cost.
- Private by designYour data stays in your control.
- Measured qualityAutomated evals before every release.
- Guardrails built inSafety checks, approvals and logs.
architecture.yaml✓ validated
system: "support-agent"model: primary: "best-fit-llm" fallback: "open-source-8b"knowledge: sources: [helpdesk, docs, crm] retrieval: "hybrid + rerank"tools: [refund, lookup_order, escalate]guardrails: pii_redaction: true human_approval: "refund > $200"evals: accuracy_min: 0.92 run_on: "every_release"deploy: "your-cloud"How we work
From idea to production in weeks.
01Week 1
Discover
Workshops with your team. We map workflows, data and goals, and pick the highest-value use case.
02Week 2
Architect
We design the system: models, data flow, security and evals. You approve a fixed scope and budget.
03Weeks 3–6
Build
Weekly demos of working software. You see progress, give feedback and test with real users early.
04Ongoing
Deploy & Scale
We launch, monitor and improve. Your team gets training, docs and a support plan that grows with you.
4–6weeks
Typical time to a working pilot
20+models
Hosted and open-source options we work with
100%
Your code, prompts and models — you own them
24/7
Monitoring on managed support plans
Industries
Built for the way your industry works.
Different industries, different rules. We design around your compliance needs, your data and the people who'll use the system every day.
Finance
Document review, risk checks, analyst copilots
Healthcare
Intake automation, clinical notes, patient support
Retail & E-com
Product search, support agents, personalisation
Legal
Contract analysis, research assistants, drafting
Manufacturing
Maintenance assistants, quality checks, ops reports
SaaS
In-product AI features, onboarding, support deflection
FAQ
Questions, answered.
Your next system starts here
Let's architect your AI advantage.
Book a free 30-minute consult. Leave with a clear plan, a realistic budget and the first three things to build.