We build the agents, workflows, and RevOps systems that Singapore B2B operators actually run their business on. No demos that die Monday morning. No prompts behind a vendor paywall. Production-grade on day one, handed over to your team at launch.
It needs an operator. A studio that ships the agent, wires it to your CRM, owns the evals, and hands back a system your team can extend the day we leave.
We've spent a decade building B2B marketing and engineering systems for companies that compete globally from Singapore — the kind who can't afford to pilot a chatbot for six months while their competitor ships one that answers the RFP. That work today is AI automation: production agents, workflow orchestration, RevOps intelligence. Paired with the brand, web, and demand programs that make the machine compound.
We're a remote-first practice, focused on Singapore B2B. SGT working hours, PDPA-literate, grant-aware, and close enough to the market that the playbook reads Singapore first, not as an afterthought. Our US team picks up the Americas in the same working week.
Every engagement maps to a specific workflow your team is stuck on — then evolves into a system that compounds.
Sales research agents that pre-brief reps. Support copilots that resolve 40% of tickets before a human sees them. Internal knowledge assistants trained on your real documentation. Built on Anthropic and OpenAI, owned by your team, evaluated against your definition of "good."
The integration layer between your CRM, marketing stack, warehouse, billing, and the six spreadsheets nobody admits to. Built on n8n or Temporal, monitored, documented, and small enough that your team can extend it without calling us.
Predictive scoring, attribution, forecasting on a warehouse your team actually trusts. Not a Salesforce dashboard. A working analytics layer exec leadership runs the quarter from.
Brand-trained LLM systems, dynamic personalization, programmatic SEO done without the quality tax. AI that scales your content without sounding like everyone else's prompt library.
Headless, performant, personalized websites with AI wired in where it earns its place. Shipped with a component library your marketing team can extend inside three hours.
They sell demo-ware. A Figma mockup plus a ChatGPT wrapper looks great in a pitch. Six weeks in, accuracy hits 40% and your team stops trusting the output. The failure mode is always the same: no eval harness, no retrieval strategy, no ownership of the prompt.
They don't know your stack. Most "AI consultants" in Singapore came from a slide-deck background. They can tell you why AI matters. They can't wire your CRM to your warehouse. The integration is 70% of the work; that's the part they outsource or skip.
They lock you in. Prompts live in their tenant. Logs live in their platform. Fine-tune artifacts are "proprietary." The day you fire them, the system dies. We ship the opposite: every artifact in your cloud, every prompt in your repo, every evaluation in your CI.
They staff juniors on seniors' rates. You met the founder; the work is handed to someone eighteen months out of university. We don't do that. The operator who pitched your engagement is on the build calls.
Rebuilt the enterprise website, run the SEO program targeting high-intent procurement keywords, and operate always-on paid media across Google and LinkedIn — plus a sales-research agent that pre-briefs the APAC enterprise team before every qualified call.
Industrial-grade storage for defense, medical, and mission-critical workloads. We run the SEO + paid programs reaching OEM engineers and government procurement, plus an RFP-intelligence agent that flags relevant tenders inside the first 12 hours of publication.
Week 0 — Scoping call (free). Forty-five minutes on your call, not ours. You describe the workflow that's bleeding time or the system that's stuck. We tell you whether AI is actually the fix, and roughly what shape the engagement would take.
Week 1 — Written scope. A one-page scope with the specific agent or workflow, the success metrics, the eval plan, and the cost. No 60-slide proposal. We either agree it makes sense or we don't.
Weeks 2–6 — Build. You see working output by the end of week 2, iterated weekly. Evals run against real production data from week 3. Your team joins the build reviews; we're not hiding the work.
Week 6+ — Handover & operate. Full documentation ships to your repo. Your team runs the system. We stay on for operate-and-improve retainer if you want us — many of our Singapore clients keep us for 18+ months. Many don't. Both are fine.
An AI automation agency designs, builds, and operates the agents, workflows, and data pipelines that replace high-volume manual work inside your company. For B2B operators, that usually means sales-research agents, support copilots, workflow orchestration across CRM and marketing systems, and RevOps intelligence layers that connect your warehouse to the team making calls.
A scoped agent or workflow typically runs SGD 40k–120k for the first production system, with monthly operate-and-improve retainers from SGD 8k–25k depending on volume and eval complexity. Larger platform engagements — a full RevOps stack rebuild or an AI-native website — scale from there. We scope before we quote; no fixed-price pages on the site.
First production agent: 4–8 weeks from kickoff to handover. A full workflow platform (10–20 agents orchestrated, monitored, owned by your team): 10–16 weeks. We prefer to ship something real in week 4 and compound from there, rather than disappear into a six-month build.
Yes. Every engagement includes a PDPA review for customer data flows, data-residency configuration for embeddings and logs, and a purge-and-audit process for AI outputs that touch personal data. If your industry needs MAS TRM, HIPAA, or SOC 2 alignment, we scope for that up front.
Many of our Singapore engagements qualify for PSG, EDG, or the AI Accelerate programmes. We'll help structure the statement of work so it aligns with scheme criteria — we don't submit on your behalf, but we've written scopes for half a dozen approved grants.
Yes — about 40% of our work is with US-headquartered B2B companies, the rest across Singapore and Southeast Asia. The Singapore studio leads APAC engagements; our US team covers Eastern and Central time zones.
You own everything — prompts, evals, deployment configs, fine-tune artifacts, logs. We ship into your cloud accounts (AWS, GCP, Azure), your data warehouse, your CRM. If you fire us tomorrow, your team keeps operating the work. We've written that into every master services agreement since 2023.
Anthropic Claude and OpenAI for most agent and copilot work; open-source (Llama, Mistral) where sovereignty or cost dictates. Orchestration on n8n, Temporal, or direct code. Data stack on Snowflake / BigQuery, dbt, and Census / Hightouch. Tool choice follows the problem — we don't have a vendor we're paid to recommend.
A SaaS tool gives you a generic agent that sort of fits your process. We build the system that fits your exact process, trained on your data, wired to your stack, with evals you define. Most of our clients have tried three SaaS tools first and come to us when the plateau hit.
Send a note to hello@finyki.com or start a project via the contact form. We'll reply within a week with an honest read on whether we're the right studio — and a rough shape for the first engagement, with no deck theatre.
Forty-five minutes, your agenda, no slides. You'll leave with a clear read on whether AI is the right fix — and a rough shape for the first engagement if it is.
Remote-first · Singapore-focused
See why we work the SG market for the full thesis.