AI & Automation
Systems that replace manual work, reduce errors, and scale without headcount.
Ink Garden · braille · ice
AI Product Development
End-to-end AI product engineering, from prototype to production.
AI Transformation
Strategy, readiness, implementation, and ongoing AI operations.
AI Search & Visibility
Be the answer in ChatGPT, Gemini, Perplexity, and Google AI Overviews.
Technology Leadership
Fractional CTO, architecture, and engineering leadership.
Industries
Deep domain builds in healthcare, manufacturing, jewellery, and startups.
At a glance
What we build.
AI & Automation
Workflow automation, intelligent document processing, and operational AI systems that save real hours every week.
AI Products
From AI MVPs to production SaaS — the same team that built 6 products of our own builds yours.
AI Transformation
Readiness audits, strategy, and enterprise implementation. Start knowing where you stand.
AI Search & Visibility
Be the answer in ChatGPT, Gemini, Perplexity, and Google AI Overviews.
Technology Leadership
Fractional CTO, architecture leadership, and technical due diligence.
AI Operating Partner
Ongoing AI leadership and operations as a recurring service. Your AI team, without the hire.
Discovery
What can we build?
Not sure where AI creates leverage in your business? Here are the systems we build most often. If you see your problem, we can help.
AI Agents & Automation
- Customer support that resolves without handoff
- Document processing that reads invoices, forms, and contracts
- Sales follow-up that never forgets a lead
- Internal knowledge that answers in plain English
- WhatsApp AI for customer-facing workflows
- Finance automation — reconciliation, reporting, alerts
- Operations dashboards that think, not just display
- Quality inspection and defect detection
AI Products & Platforms
- AI SaaS from zero to launch
- Internal tools with AI built in
- Mobile apps with AI copilots
- APIs and developer platforms
- Analytics and BI with predictive intelligence
- Marketplace and platform architecture
- Prototype to production in 3–4 weeks
- White-label AI products
Transformation & Strategy
- AI readiness assessment and roadmap
- Data architecture and pipeline design
- AI governance, security, and compliance
- Team training and AI adoption
- Cloud migration and cost optimization
- Technical due diligence for funding
- Architecture review and modernization
- AI-powered search and internal tools
AI Automation
The problem, the system, the outcome.
Every AI automation starts with a real business problem. Here's how we turn it into a system that saves real hours.
The problem
Your team spends 4+ hours per day on repetitive data entry, email routing, or report generation.
The AI system
An AI workflow that ingests data from any source (email, forms, APIs), processes it automatically, and pushes results to the right system — Slack, your CRM, or a dashboard.
The outcome
20+ hours saved per week across the team. Errors eliminated. Staff focused on work that actually requires a human.
The problem
Customer queries pile up in shared inboxes. Response time is hours or days, not minutes.
The AI system
An AI agent trained on your knowledge base that handles first contact, answers common questions, escalates edge cases to humans with full context.
The outcome
Sub-minute response for 60–80% of queries. Support team handles complex cases only. Customer satisfaction improves measurably.
The problem
Invoices, contracts, and forms arrive in inconsistent formats. Someone manually reads and enters them.
The AI system
An intelligent document processor that extracts structured data from any document format (PDF, image, email), validates it against business rules, and pushes it into your system of record.
The outcome
Document processing time drops from minutes to seconds. Error rates fall below 1%. Staff redeployed to higher-value work.
The problem
Your team wastes time searching for information across Slack, docs, wikis, and email threads.
The AI system
An internal AI knowledge agent connected to all your data sources. Ask a question in natural language, get a sourced answer with links.
The outcome
New hires onboard in days instead of weeks. Senior team stops answering the same questions. Tribal knowledge becomes searchable.
How we work
Five steps. No theater.
- 01
Discover
We map the problem, the user, and the business value before writing a line of code. One to two weeks of research and validation.
- 02
Design
Product design, architecture, and technical approach — all shaped together. You see the system before we build it.
- 03
Build
AI-native from the first commit. We ship working software in sprints, with real demos every two weeks.
- 04
Deploy
Production-ready, instrumented, and tested. We handle infrastructure, monitoring, and handover.
- 05
Scale
Post-launch iteration, performance tuning, and AI model improvements. We stay in the room.