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Enterprise Development Grant eligibility and approval are determined by Enterprise Singapore. Kaliber scopes projects with grant suitability in mind; clients apply through the Business Grants Portal.
No obligation. 30-minute diagnosis call.
Trusted by growth teams at Stripe, Unilever, Pfizer, and leading brands across APAC
Kaliber is an AI-native marketing group based in Singapore. AI Projects is one of our service lines — custom AI systems we build for client teams across Sales, Marketing, and Operations as part of broader transformation engagements.
120+ production-validated AI skills, built into our own agency operation before any client deployment. Average build ships scope-to-production in 3.5 months. Every line of code is yours.
Robert Lai, founder — marketing-systems builder who designed and operates Kaliber's 120+ skill production library, and runs the agency's full delivery stack as code. The build team are AI engineers, software developers, and founders with backgrounds across the operators below.
Grab
Google
SAP
Series-E ventures
They built the infrastructure. Now they build yours.
They fail because they were never set up to ship. They were set up to be studied, demoed, or deferred. We've audited enough of them to know the pattern.
Six months of discovery. Two-hundred slides. A roadmap no one owns. The consultants leave and the project sits in a folder titled "Phase 2".
A "ChatGPT for your business" layer gets bolted onto a workflow that was already a mess. Now it's a mess with a chat window. Adoption stalls in week three.
A promising POC can't survive security review, data governance, or integration debt. The team loses momentum. The budget rolls over. The vendor ghosts.
We build the version that ships.
The Enterprise Development Grant (EDG) supports Singapore SMEs undertaking projects that upgrade business capabilities. Custom AI builds can fit under EDG's Core Capabilities pillar — specifically Strategic Brand & Marketing Development and Business Strategy Development.
Covers qualifying project costs including consultancy, software, and internal manpower. Enhanced support rates may apply under certain schemes.
AI automation and productivity projects align with EDG's Business Strategy and Productivity Solutions categories.
Minimum 30% local shareholding, group annual turnover ≤ S$100M, and financial viability.
Kaliber has delivered EDG-funded projects for Singapore SMEs but is not a pre-approved EDG vendor or consultant. EDG eligibility, evaluation, and approval are determined solely by Enterprise Singapore. Typical approval timelines are 8–12 weeks. Support quantum, caps, and category eligibility are subject to change — refer to the Enterprise Singapore website for current guidelines.
Every custom build moves through four disciplined stages. Each stage has a tight scope, a clear deliverable, and an explicit list of what we refuse to do at that stage. This is how projects actually ship.
Find where AI creates real leverage — not where it looks impressive in a demo.
Commit to one build. Define what "done" looks like before a single line of code.
Build to production. Deploy with observability. Hand over with documentation.
Watch the build in the wild. Tune on real usage. Add the next lever — or get out of the way.
Each project below was custom-engineered, not configured from a SaaS template. We don't pilot AI on clients — we built the system for our own agency first, then configured instances of it across Sales, Marketing, and Operations. Below: the transformative changes, the productivity impact, and the exact stack used.
Every Kaliber build is custom — but the revenue lever is always one of three. We don't take on projects without a clear path to a number that matters.
AI agents that qualify, route, score, and respond to every inbound — before a human has read it. Internal copilots that draft proposals, follow up on stalled deals, and surface the next-best-action.
Campaign agents that monitor and optimise daily. Creative pipelines that generate, brief, and QC at platform scale. Attribution + reporting that runs itself instead of consuming a Friday.
Custom-engineered operating layers built into your existing stack. Quote-to-order platforms, internal portals, ERP-native automations, knowledge systems. The work that consumed your senior people now runs unattended.
We focus on sectors where workflow complexity is high, decisions are frequent, and AI creates measurable leverage. Every build is scoped against the domain's specific constraints — regulatory, operational, or competitive.
Compliance-aware agents, lead intelligence, advisor enablement
Patient triage, clinical ops, appointment systems, content pipelines
Creative generation, merchandising, CRM automation, pricing intel
Support deflection, sales ops, internal Q&A, product analytics agents
Lead qualification, listing automation, tenant ops, valuation intelligence
Enrolment agents, content personalisation, admin automation, tutoring AI
Shipment tracking, exception handling, document processing, vendor ops
Proposal generation, knowledge systems, time tracking, client intelligence
Opinionated where it matters. Flexible where you need it. No proprietary lock-in.
Tools below; discipline above. Claude Code as a build runtime, not a chat window. Production telemetry from day one. Every integration scoped before code, every output gated on human approval.
We don't use no-code orchestrators like Zapier, n8n, or Make as the backbone. We build with Claude Code as the runtime, custom Python skills as the logic, and direct API integrations — scheduled via GitHub Actions, launchd, or webhooks. Result: full code ownership, no per-task pricing trap, deeper integrations than visual tools allow, and the system is yours to extend, modify, or move. Projects range from SGD 50K fixed-scope automations through to SGD 148.5K multi-layer operations platforms with ERP integration and 3-month enablement.
One project, one price, one ship date. Ideal for a specific agent, automation, or internal tool.
A Kaliber engineer embedded into your team. Multiple builds in sequence, steered by a monthly roadmap.
Senior strategist + engineering capacity, orchestrating a multi-quarter transformation across the operation.
Lenny runs delivery for our Indonesia office. She's been on this engine since the second month it existed — testing every skill we now deploy for clients.
"We went from 4 hours of weekly reporting to 15 minutes. The agent pulls the data, runs the analysis, generates the insights, and formats the report. We just review and send. The build was in production inside the first phase — every line of code is ours."
A 30-minute diagnosis call with the team that's shipped 50+ production AI builds. You'll leave with a shortlist of candidates, rough timelines, and whether EDG scoping makes sense. No obligation.
