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Agentic Knowledge + Data Platforms

Your documents and your data, in one sealed agent zone.

Every answer cited, every query governed, nothing touching the systems that run your business. Deployed in your AWS account, on open formats — live in weeks.

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How we're different

The agent zone: isolated, self-refining,
sealed, and fast

Agents are arriving. The data underneath isn't ready. We build a separate data plane, built only for agents — apart from the systems that run your business.

01

Isolated from operations

Agents work on an isolated, one-way copy of your data. Operational systems are never touched — separate AWS account and VPC, no write path back.

02

Self-refining

Quality agents continuously clean, dedupe and resolve entities. Material changes need human approval, and every change keeps its lineage.

03

Sealed ingress and egress

Only allowlisted feeds come in. Data leaves only through governed tools — no bulk export, PII masked, every query audited.

04

Tuned for the agentic loop

Built for many small, fast, repeated queries — cached context, pre-aggregated tables and memory. Iterations in seconds, not dashboards.

Two platforms · Start with either

Start with knowledge. Or data.
Grow into both.

Both platforms share the entity graph, the governance layer and the router — so adding the second needs no rework.

Agentic Knowledge Platform

Your documents, answerable

Policies, contracts, email and calls — agents search, relate and reason over them through governed graph-RAG.

  • Answers with the exact passage, cited
  • Permission-aware retrieval per agent
  • For compliance, legal, operations, contact centers
Live in about 8 weeks
Agentic Data Platform

Your data, agent-ready

Core systems, transactions and master data become governed tables, an entity graph and certified metrics behind one endpoint.

  • One definition for every metric
  • Fresh via continuous replication (CDC)
  • For risk, finance, data and analytics teams
Live in about 12 weeks
Better together
"Which related parties are over exposure limits — and what does our policy say we must do?"

One question, three engines: the graph maps the relationships, the data platform calculates exposure, the knowledge platform finds the policy clauses. One cited, audited answer — in seconds.

AI-Powered Success Stories

See how we build the enterprise
for the agentic era

Property Technology
How an AI teammate helped a global property technology platform launch twice as fast — and kept getting smarter
Protecting ₱500M+ in property transactions with AI
6 mo
vs 12 planned
100%
Code reviewed
60K
Active listings
The challenge

A global property technology platform built agentically using cutting-edge AI had a big number to protect: over ₱500M in property transactions and 60,000 active listings running through its systems.

Behind the scenes are 24 separate pieces of software handling payments, lending, and enterprise operations, any one of which could introduce a costly bug, compliance gap, or security hole if a change went out unchecked. With a lean team, manually reviewing every code change for risk across all 24 systems wasn't realistic.

Amihan's agentic approach

Instead of using AI as a one-time reviewer that checks code when asked, Amihan set up Claude as an always-on team of specialists—one focused on payments, one on lending, one on enterprise systems—all working together under a coordinator that understands how the different parts of the platform connect.

Think of it like having a group of senior engineers who never sleep, never get tired, and remember every mistake the team makes so they don't repeat it.

What it looks like in action
  • When someone changes something in the lending system, the AI automatically checks whether that change could break something in payments or elsewhere before a human ever has to ask.
  • Small, safe changes (formatting, minor fixes) are approved instantly with no human intervention needed.
  • Anything touching money movement, loans, or compliance is automatically flagged with a clear explanation of the risk so the human team only spends time on decisions that actually need their intervention.
  • The system gets smarter over time. Every time the team confirms something isn't actually a problem, it stops raising alarms related to it. When something causes a real issue, the system automatically becomes more cautious about that pattern moving forward.
The business outcome
  • Speed: The platform launched in 6 months instead of the originally planned 12
  • Efficiency: A smaller engineering team confidently manages a system of this scale and financial sensitivity
  • Risk reduction: Every single code change across the entire platform gets checked continuously
  • Compounding value: Unlike a static tool, the system's judgment keeps improving over time, causing the ROI to also keep increasing rather than staying flat
Why it matters beyond this one platform

The lesson for other enterprises isn't "hire an AI code reviewer." It's that AI can take on standing operational responsibility—actively watching for risk, making low-stakes decisions on its own, and bringing humans in only where human judgment is genuinely required. That's the difference between AI as a tool your team uses, and AI as a capability your organization can rely on.

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Customer Engagement
Connecting global Filipinos to home via an agentic marketplace
Connecting global Filipinos to home via an agentic marketplace
10K+
Active listings
50+
Countries reached
AI-first
Discovery engine

How an agentic marketplace connects global Filipinos to home

The platform

The largest agentic diaspora marketplace app connecting global Filipinos to home, powering commerce, community, and connection across continents with AI-driven personalisation and discovery.

Amihan's agentic approach

Rather than a one-time implementation, Amihan built AI teammates that understand the diaspora customer, learn from browsing and purchase behaviour, and surface the right property or product at the right moment automatically, continuously, and at scale.

What it delivers
  • Personalized property and product discovery across 50+ countries
  • AI-powered community connections linking diaspora Filipinos to local opportunities
  • Autonomous engagement agents that respond, recommend, and follow up without manual effort
  • Continuous improvement: the more the system learns, the better it matches customers to what they actually want
Why it matters

Connecting 10 million Filipinos abroad to home requires more than a listings page. It calls for a platform that understands context, culture, and intent and acts on all three in real time—which is exactly what agentic AI makes possible.

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Regulatory Compliance
How We Protect Every Customer — Even From Risks You Can't See
How We Protect Every Customer — Even From Risks You Can't See
24/7
Active monitoring
100%
Transactions checked
Zero
Conflicts missed

How we use agentic AI to protect every customer—even from risks no one can see

Why it matters

When you open an account, take out a loan, or do business with your bank, you're trusting that the institution treats everyone fairly. No one gets special treatment because of who they know. The money you deposit isn't quietly exposed to hidden conflicts of interest.

Regulators call this related party risk. The goal is to make sure a bank's own directors, executives, and their families and business connections don't get preferential loans, hidden influence, or special deals at the expense of everyday customers and depositors.

Most banks check for this the old-fashioned way: manually, occasionally, and often only when required. That leaves gaps. And gaps are where problems hide.

Amihan's agentic approach

Instead of a single tool that waits for instructions, we've built a system of specialist AI agents that actively investigate, reason, and act on their own initiative the way skilled analysts would—except they never sleep, never miss a detail, and never let a conflict of interest slip through unnoticed.

Each agent has a job: one traces ownership through layers of companies, one notices family and business connections that were never formally reported, one catches subtle forms of influence—not just who owns what, but who's really calling the shots.

When something looks unusual, an investigating agent digs deeper on its own, pulling in records, cross-checking sources, testing explanations before anything is flagged or escalated.

What it looks like in action
  • Conflicts get caught early—often before they ever affect a real transaction, not discovered months later in a review.
  • Every decision has a clear explanation. Each agent's reasoning is documented in plain language.
  • Nothing depends on luck or memory. The system runs continuously, for every customer, every time.
  • The bank can always show its work to regulators, auditors, and, when needed, even to the customer.
The takeaway

You shouldn't have to wonder whether the person approving your loan or the bank behind your savings has hidden conflicts of interest working against you—which is exactly the problem our always-on agentic system solves.

Our team of AI agents does the checking automatically, thoroughly, and honestly in the background every single day.

This is the standard we hold ourselves to. Not because a regulator requires it but because it's what keeping your trust requires.

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Agentic human capital
A talent platform connecting the right people to the right roles — intelligently, at scale
A talent platform connecting the right people to the right roles — intelligently, at scale
AI-powered
Matching engine
CV → Match
In seconds
24/7
Active search

How our agentic talent platform connects the right people to the right role intelligently and at scale

The challenge

Finding the right person for a role—or the right role for a person—has always depended on who you know, what you can describe, and whether the right two people happen to be looking at the same time. Traditional job platforms match keywords. They don't understand context, capability, or potential.

Amihan's agentic approach

Our agentic system lets users build a complete profile or upload a CV. Smart search powered by AI and relationship mapping lets anyone describe the expertise they need to instantly get matched with the most relevant talent based on skills, experience, and network proximity.

The system doesn't wait to be asked. It proactively surfaces candidates to opportunities and opportunities to candidates, continuously refining its understanding of what a good match actually looks like.

What it looks like in action
  • Candidates upload a CV or describe their expertise in plain language. The system builds a rich professional profile automatically.
  • Employers describe the role or skills they need. The AI agent finds matches across the entire talent network, not just active job seekers.
  • Relationship mapping surfaces warm connections and second-degree introductions, not cold outreach.
  • The more the platform is used, the smarter the matching becomes, compounding value over time.
Why it matters

The best person for a role is rarely the one who applied. They're often the one who didn't know they were looking, or the one an employer's network hasn't tapped yet. Our AI agent finds those people and makes the introduction.

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Trusted Network

Our partner network,
growing every day

Meet the enterprise brands building their agentic future with Amihan

bahaideals.com
BDO
Chemonics
Jollibee
Landbank
Maya
Philippine Airlines
PLDT
PNB
RLC Residences
SM
SMDC
Sun Life
bahaideals.com
BDO
Chemonics
Jollibee
Landbank
Maya
Philippine Airlines
PLDT
PNB
RLC Residences
SM
SMDC
Sun Life
Our Edge

The Amihan advantage

Discover what our agentic success stories are built on

World-class AI talent
We are a team of certified AI professionals who don't just build tools but co-create innovation with our client enterprises.
AI-first approach
Forget choosing between speed and quality. We deliver both—at scale.
AWS Claude Neo4j
Industry-leading tech stack
AWS

Cloud engineering practice for deploying high-performance apps that are secure by design, resilient by default, ready for enterprise scale.

Claude

For building intelligent systems that improve business outcomes and everyday human experiences.

Neo4j

For enabling accurate, contextual, explainable business intelligence that powers connected enterprise knowledge.

Get started today

Production in weeks — not quarters

Delivered by Amihan forward-deployed engineers. Frontier AI on one side, your enterprise on the other.

What your agentic future looks like with Amihan

Lightning-fast decision-making

AI agents surface insights in real-time so your teams act faster than the competition.

Automated execution

Intelligent systems handle the repetitive so your people handle the meaningful.

Continuous adaptation

Systems learn from your business and evolve as your needs change.