Speed to market
Competitors ship AI features monthly, and your roadmap can't wait for a hiring cycle.
SaaS & Startups
AI development for SaaS companies and startups
Startups need AI features that users love without destroying margins. We build AI-native products and features end to end, from LLM pipelines with ~90% caching savings to Stripe billing and the test suites that let you ship every week.
Safeguards we build in
- Prompt caching and model routing
- Automated test suites and evaluations
- Usage limits and cost monitoring
- Feature flags for safe rollout
- Full code and IP ownership
The challenge
What makes AI hard in SaaS & Startups.
Unit economics
Token costs can quietly erase subscription margins.
Quality regressions
Prompt and model changes break features without anyone noticing.
Small teams
Founders need one partner who covers AI, backend and product.
Solutions
What we build for SaaS & Startups.
AI MVPs
A working product with real users in weeks.
In-product copilots
Assistants grounded in each customer's data, inside your app.
Conversational SaaS
Always-on AI companions with memory, voice and subscriptions.
AI feature retrofits
Search, summaries and automation added to an existing product.
Prompt engineering for SaaS tools
Systematic prompt design and testing for product-quality output.
Proof
Delivered in production, measured in results.
Digital health SaaSProduction backend
AI Sponsor
A 24/7 AI recovery-support SaaS with WhatsApp voice and ~90% lower token costs
- lower input-token cost
- ~90%
- lower input-token cost
- text and voice support
- 24/7
- text and voice support
- automated test categories
- 12
- automated test categories
Digital mental healthProduction-ready MVP
Namhee
An AI mental-health companion with mood tracking and automatic risk detection
- pass rate on 11 core tests
- 100%
- pass rate on 11 core tests
- RAG response target
- <5s
- RAG response target
- crisis detection
- Risk-aware
- crisis detection
Productivity SaaS
Content Copilot
A human-in-the-loop, three-agent copilot for LinkedIn content and job applications
- specialized agents
- 3
- specialized agents
- topic scoring
- Web-grounded
- topic scoring
- human-approved publishing
- 100%
- human-approved publishing
Services
The capabilities behind these solutions.
AI SaaS & Product Development
From AI idea to a product customers pay for.
- An MVP in weeks, built to scale
- ~90% lower token costs with prompt caching
- Subscription billing live from day one
LLM Integration & Optimization
The right model, wired in securely, at the right cost.
- Model choices backed by evaluation, not hype
- Lower latency and token spend
- Enterprise-grade access, logging and data residency
AI Agent Development
Agents that use your tools, remember context and ask before acting.
- Hours of manual operations handled by agents
- Human approval before any sensitive action
- Persistent memory across sessions and restarts
AI Workflow Automation
Connect AI to the tools your teams already use.
- Leads and tickets handled in minutes, not days
- Fewer manual hand-offs and copy-paste errors
- Workflows your team can see, edit and trust
SaaS & Startups FAQ
Questions from SaaS & Startups teams.
Can't find your answer? Ask us on a free strategy call or send a short brief.
Can you work as our AI team?
Yes. Our dedicated AI engineering retainer gives you senior AI capacity with weekly planning and demos, without a hiring cycle.
How do you keep AI features profitable?
Cache-friendly prompt design, model routing and usage monitoring. On one SaaS product, caching cut input-token costs by about 90%.
Do you sign NDAs with startups?
Yes, before you share anything confidential.
Taking on new projects
Let’sbuild.
Have an AI project in mind? Let’s make it real.
Book a free 30-minute strategy call with our founder. You’ll leave with a clear view of the right architecture, timeline and next step, whether or not we work together.
- Reply within 24 hours
- NDA before you share anything confidential
- You own the code, prompts and documentation
- Hours overlap with US, UK, EU and Gulf teams