Pangaea Labs // AI Infrastructure
AI,
implemented.
From strategy to production — evaluated, audited, shipped. We build the models, the agents, and the platform around them, then prove they work.
Secure by design — your data stays in your environment.
Why Pangaea
Adoption is a discipline.
We install it.
Most teams lose 6–12 months learning what works with AI — and ship a pile of unguarded prototypes along the way. We bring the method that skips the detour, and we hand it to your people to keep.
We compress the learning curve
Teams reach competent, safe AI delivery in weeks — not the 6–12 months it takes alone. We bring the playbook; your people keep it.
We sell the discipline, not the hype
Guardrails, gates and evals first. The interesting capabilities come after the controls — because that’s the only way they last in production.
We prove it with metrics
We baseline your delivery numbers on day one and report against them. Full observability included — you see every metric and exactly what each agent costs to run, so spend always maps to outcomes. No runaway bills.
Build
AI Implementation
We take AI from whiteboard to production — RAG pipelines, LLM apps and agentic systems, built across the cost spectrum (self-hosted, hybrid or fully managed) and wired into your stack with guardrails, evals, observability and real cost controls.
Prove it
Eval & Audit
No AI ships on vibes. Faithfulness, relevancy, precision and recall are measured on every release — gated against targets agreed up front — and we red-team the same build for jailbreaks, injection and PII leakage before it reaches a user.
Representative targetsIllustrative gate thresholds a production build should clear — not past client results. Your baseline and the targets that define “done” are set together on day one.
Ready to run
Plugins & Agents
A library of autonomous agents you can demo today — each one a node in the constellation, each one doing real work in your pipeline.
AI Audit
eval + securityScores faithfulness, relevancy and recall, and red-teams for jailbreaks, injection and PII leaks.
run demoProd RAG Pipeline
ragCrawl → chunk → embed → retrieve, with guarded tool calls on every hop.
run demoCodeGen AI
codegenBest-practice templates and flows for Go and Elysia/Bun — deterministic, traceable, consistent code, no freeform drift.
run demoAI Review
ci/cdLSP + SAST + standards on every merge, then a CI/CD-gated rollout with a human in the loop.
run demoShipped
Software Development
AI is one half of the work. The other half is the platform it runs on — here is some of what we have built and shipped.
Proof
Numbers that survive an audit
We baseline your delivery on day one and report against it every sprint. Here is what changes once the discipline is installed.
“They shipped a visible lift in our tour site’s performance — and fixed the web structure, which moved our SEO rankings up.”
“The platform has reliably handled 100 million registered users over four years, and 47 million transactions.”
How we work
From scope to shipped in four moves
Scope
We map the use-case, the data, and the eval that defines “done”.
Build
Models, agents, and the platform around them — wired to your stack.
Eval
Faithfulness, safety and cost, measured before anything launches.
Ship
Gated deploys, observability, and a feedback loop that keeps learning.
Digital Marketing Platform
Own your storefront, your brand and your customer list — instead of renting a marketplace stall. Your spend grows your own store — not a marketplace’s cut on every sale plus fees to be seen in their app. You run your ads across channels and compete on your own terms; our one-stop engine builds the store, keeps the winners, and tracks sales versus spend.
Your customers already live on their phones. In Indonesia the average person spends 3+ hours a day on social media, and WhatsApp reaches roughly nine in ten internet users — while businesses worldwide pour over USD 700 billion a year into digital ads. They are already online; digital marketing is simply how you meet them there.
One platform across the whole funnel — a story to earn attention, proof to win the comparison, a click-to-WhatsApp or live session to close, and retention that compounds (a 5% lift can raise profit 25%+).
Pricing
Priced to approve,
structured to stop.
Buy a single rung when you want a contained win, or retain an embedded team to climb the whole ladder. Either way, you see every metric and the cost behind it — spend maps to outcomes.
- →Defined deliverables and exit criteria
- →A single rung: Adopt, Amplify or Autonomize
- →Baseline + target metrics agreed up front
- →No long-term commitment
- →Advisory + hands-on delivery across all rungs
- →Continuous guardrail, gate and eval ownership
- →Metrics reported every sprint
- →Priority access in Bahasa Indonesia + English
Why us
Built by people who ship
Secure by design, quality over quantity, and real production pedigree — here is what you get when our team embeds with yours.
Secure by design
Protection built in from day one — least-privilege access, guardrails and PII handling — not patched on later.
Quality over quantity
Fewer things, done right and to industry best practices. We ship what survives production, not demos.
Real pedigree
A team from real tech companies — 10+ years shipping production software, not slideware.
Disciplines on the team
Questions
Methodology, security, commercials.
Methodology
Is Pangaea a tool or a service?+
A service. We embed with your team and install a method — guardrails, gates and evals wired into your own pipeline. You keep everything we build; there’s no Pangaea product to license afterwards.
What does Adopt deliver in week one?+
Working guardrails and CI gates, an eval harness running against real changes, and a measured baseline of your current delivery numbers. By Friday of week one, nothing ships without passing the gates.
Do you replace our senior engineers?+
No — we make them sharper. The discipline frees seniors from routine work and gives them leverage. Adoption that sidelines your best people doesn’t survive contact with production.
How fast is the first rung?+
Adopt is scoped in weeks, not quarters. The first gates and the metric baseline are live within the first week; the full rung typically completes inside a month.
What do we own at the end?+
All of it. The guardrails, gate configs, eval suites, prompts and playbooks live in your repos under your license. If we walked away, your team keeps shipping the same way.
Security
Which CI / Git platforms do you support?+
GitHub, GitLab and Bitbucket — cloud or self-managed. Gates and evals run inside your existing CI; we don’t route your pipeline through anything of ours.
How is our source code and data handled?+
It stays in your environment. We work against your repos and infrastructure with least-privilege access, and we don’t exfiltrate code or train on your data. Specifics are set in a DPA before kickoff.
Can you run on-prem or in our VPC?+
Yes. The entire method runs inside your VPC or on-prem — model endpoints, gates and evals included. Air-gapped variants are available for regulated environments.
Commercials
How do I know what I’m paying for?+
Total observability. Every metric and the cost and usage behind it, in real time — you can see and cap spend, so cost always maps to outcomes.
Do you work in Bahasa Indonesia and English?+
Both, fluently — workshops, docs and day-to-day delivery in either language. Our team is built for Indonesian and international engineering orgs alike.
Let’s build
Let’s start.
Tell us what you are building. We will scope an AI workstream, audit what you already have, or stand up an agent this week.