T7 Solution is the AI engineering partner for startups going from idea to Series A. We architect and build LLM-native SaaS, agentic products, and AI features with production-grade rigour.
Every founder we meet has the same problem: an AI product idea that needs to be de-risked, built and shipped before the next fundraise. T7 Solution is the senior AI engineering team you plug into your roadmap — architecting, building and operating AI products with production-grade rigour from day one.
We've shipped LLM-native SaaS, RAG products, agentic tools, voice apps and vision products across seed and Series A startups. Our stack is opinionated but flexible: TypeScript + Python, Postgres + pgvector, best-in-class LLMs, and infrastructure that scales from 10 users to 10 million.
Founders get a small, senior team — not an outsourced body shop. Every engagement includes AI strategy, architecture, evaluation harnesses and cost controls, not just code.
Senior AI engineers are scarce, expensive, and slow to hire — but you need to ship this quarter.
The notebook demo doesn't survive contact with real users, real cost and real edge cases.
First LLM bill is small. At 10k users it's a P&L problem — unless designed for cost from day one.
Founders often ship without evals; regressions and hallucinations hit users before the team.
LLM-native web and mobile MVPs with auth, billing, and analytics baked in.
Retrieval-augmented generation over your users' data with citations and safety rails.
Multi-agent architectures that plan, use tools, and complete complex workflows.
A senior AI team you plug into your roadmap without hiring full-time.
Production-grade GPT, Claude, Gemini and open-source LLMs — grounded in your data.
Explore serviceMulti-agent architectures that plan, use tools and complete complex tasks.
Explore serviceCustom AI chatbots trained on your data — web, WhatsApp, Slack and beyond.
Explore serviceAI-native automation that reads, decides and acts across your systems.
Explore serviceExplore how T7 Solution delivers startups AI locally — with on-site discovery, compliance patterns and language coverage tuned to each market.
Cash-only for build engagements. We occasionally take a small advisory equity slice for long-term partnerships, decided case by case.
Yes, fully. All code, models and IP transfer to you. We ship in your GitHub, your cloud, your accounts.
We help with the technical narrative, architecture diagrams and demos for investor decks and diligence. We don't broker fundraising itself.
We plan the handover from week one: docs, evals, CI/CD, on-call runbooks, and a taper where we shadow-support your team.
Use cases, insights and comparisons chosen for startups teams evaluating AI.
Deflect 60%+ of tier-1 tickets without hurting CSAT.
A copilot that drafts, researches and updates the CRM — so reps sell.
Turn every call into structured decisions, actions and CRM updates.
AI engineering is the discipline of turning models, data and tools into reliable business systems. Here's what it actually covers, how it differs from traditional software engineering, and where the ROI shows up.
How to design, build and deploy AI agents that plan, call tools and take real actions inside enterprise workflows — without breaking production.
How to choose between retrieval-augmented generation and fine-tuning
How OpenAI's GPT models compare to Anthropic's Claude for enterprise workloads
Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.