About xyner.ai | Our Mission & Principles

Our story

We started xyner because the enterprise AI playbook wasn't being written by anyone.

In 2023, our founders were inside major banks, health systems and a national tax authority — running AI platforms that looked like the future and behaved like demos. Models worked. Pilots worked. Production didn't. The bottleneck was never the model; it was everything that should have been around it.

So we built it. xyner is the platform we wished we'd had — engineered for the enterprises that already run the world, without compromising the controls those enterprises were built on.

What we believe

Six positions we hold strongly.

Not slogans. The design constraints that shape every release we ship.

Autonomy without audit is theatre

Every agent action must produce evidence a regulator can read. If you can't reconstruct a decision in minutes, you don't have an audit trail — you have hope. We build for the regulator who shows up unannounced, not the one who calls ahead.

Model risk is platform risk

In a regulated enterprise, every agent is a model. Versioning, testing, attestation, rollback aren't optional — they're table stakes. Frameworks that treat them as bolt-ons will fail their first model-risk review.

Retrieval is a security boundary

Naive RAG is a security event waiting to happen. Once a sensitive chunk is in the prompt, detection is too late. Access policy belongs at the retrieval layer — enforced before chunks enter the context window, not after.

Identity-bound or it doesn't count

Agents that act as service accounts are agents that fail audit. Every action carries the requesting user's RBAC scope, period. No exceptions for convenience, no shortcuts for the demo.

Sovereignty is architectural

Sovereignty is not a contract clause; it's a code path. If your platform can technically move data across jurisdictions, your customers will eventually pay for that capability. We build platforms where the wrong move is impossible, not discouraged.

Resilience beats heroism

Production agents fail transiently. The interesting question is what happens next. Self-healing workflows that absorb the boring failures let humans focus on the genuinely novel — which is what humans are for.

Our mission

Make every enterprise autonomous

We believe the next generation of enterprise software is agentic — and that it must be auditable, governed, and trustworthy from day one. xyner brings that platform to every enterprise.

Outcomes over outputs — agents complete goals
Trust by architecture, not by promise
Model-agnostic — your strategy outlives any LLM
Open standards — OpenTelemetry, OIDC, SCIM, OPA, OCI
Human approval is a feature, not a fallback
Sovereignty matters — your data, region, keys

What we believe

Six principles guide everything we ship

These principles aren't slogans — they're the design constraints we apply to every release.

Auditable by default
Configurable, not opinionated, on policy
Performance and safety together
BYO model, BYO key, BYO cloud
Backwards-compatible APIs
Plain-English documentation

The people behind xyner

Meet the team

Practitioner-led. Senior partners personally accountable for every Tier-1 engagement — from kickoff to go-live.

Aysha Begum

Managing Director

Sets the firm's strategy, capital allocation, and partner standard. Two decades guiding regulated enterprises through transformation. Personally underwrites every Tier-1 engagement.

Jeb Million

Chief Technology Officer

Architect of the xyner platform stack. Sets engineering excellence, AI governance, and the technical bar every client deliverable is held to.

Nisha Yakub

Chief Operating Officer

Runs delivery, programme governance, and the firm's 500+ specialist workforce. Owns the SLAs, the stand-ups, and the standard of execution from kickoff to go-live.

Mareeswar Muthiah

Head of Architecture

Owns the reference architectures that ship into banks, ministries and health systems. AWS / Azure / GCP certified across multiple specialties; lead reviewer on every regulated platform we deliver.

Raja Mohanasundaram

Head of Development

Leads the engineering practice across cloud-native, AI workloads, and Mendix low-code. Mentors squad leads, sets the code standard, and runs xyner's engineering academy.

Raghav Balasubramanyam

Head of Solutions

Translates client outcomes into shippable platforms. Owns RapidHub, RapidLend, and the cross-platform reference solutions that power 60+ production AI workloads.

Selvaraj Kalimuthu

Head of HR & Talent Acquisition

Builds and protects xyner's most important asset — the people. Designs talent strategy, learning pathways, and the partnership culture clients feel from day one.

Suchi Shams

Director of Business Development — MENA

Senior partner-facing voice across the GCC. Twenty years in regulated industries, 15+ banks and government agencies brought to the firm; knows your regulator before the briefing starts.

Joseph Arumainathan

Head of Business Development — APAC

Leads the firm's growth across India, ASEAN, and Australia. Telecom, BFSI, and public-sector specialist; pairs commercial acumen with deep delivery knowledge.

Rahul

VP — Business Development

Drives revenue growth by identifying opportunities, building partnerships, leading sales strategy, expanding markets, and securing high-value enterprise deals globally.

One team, 22+ countries.

500+ specialists across 22+ countries — engineering, design, consulting and sector leadership working as a single delivery firm. Same standards. Same playbook. Same accountability — wherever you are.

The xyner team — all hands — The full xyner team — engineers, designers, consultants, sector leads.

Our values

How we work

Values applied internally and to every customer engagement.

Customer obsession

Their outcomes are our scoreboard.

Earned trust

We invest in security and audit, always.

Diverse, distributed

Remote-first, hubs across NA, EMEA, APAC, MENA.

Intellectual honesty

We say "we don't know" when we don't.

Bias to ship

Working software, often.

Partner-first

We grow through the ecosystem.

By the numbers

What xyner looks like in production.

Real operational data from production deployments — updated quarterly. We don't quote pilot numbers as production numbers.

120+

Enterprise customers

2,400+

Agents in production

48M+

Agent actions / day

99.97%

Platform availability

22

Regulatory inspections passed

14

Sovereign-cloud regions

$2.1B

Customer-attributed savings

0

Data-residency breaches

Numbers reflect xyner's production deployment footprint as of Q2 2026. Customer references available on request through your account team.

Who builds with us

The enterprises that already trust xyner.

Customers across the world's most regulated industries — banks, insurers, health systems, governments, telecoms, manufacturers, retailers and professional-services firms.

Financial services

14 of the top-50 global banks

Including a tier-1 wholesale bank, two universal banks in Europe, three FSI giants in APAC. Workflows: KYC, trade finance, complaints, AML, capital markets ops.

Insurance

9 multi-line insurers and reinsurers

Including a Lloyd's syndicate, a North American life insurer, two European composite insurers. Workflows: FNOL, underwriting, claims, broker servicing.

Healthcare

11 integrated health systems

Including a top-20 US health system, a national payer in the EU. Workflows: prior auth, revenue cycle, clinical documentation, care coordination.

Public sector

6 national governments

Including tax, social services, immigration and licensing agencies across EU, MENA and APAC. Workflows: citizen services, eligibility, case handling.

Telecom & energy

5 tier-1 carriers, 4 utilities

Including a European wireline incumbent, a North American mobile carrier, a multi-state utility. Workflows: outage response, customer ops, field service.

Industrial & retail

17 enterprise industrials & retailers

Including a global CPG, a multi-banner retailer, two automotive OEMs. Workflows: procurement, quality, store ops, customer service.

Partners

An ecosystem built on delivery, not logos.

We pick partners for what they deliver, not what they print. The xyner ecosystem covers hyperscale cloud, global system integrators, data & AI platforms, and specialist boutiques across geographies.

Hyperscale cloud

First-class deployment on AWS, Microsoft Azure and Google Cloud — including sovereign-cloud regions (GovCloud, Azure for Sovereignty, GCP Assured Workloads) where regulated workloads require it.

Global system integrators

Strategic delivery partnerships with the major SIs — Accenture, Deloitte, KPMG, TCS, Infosys — for global rollout, programme management and managed-service offerings.

Data & AI platforms

Joint solutions with Databricks, Snowflake and major data-platform partners for governed data access, Unity-Catalog-aware retrieval and lakehouse-grounded agents.

ISV partners

Pre-built integrations with leading enterprise ISVs across ERP (SAP, Oracle), CRM (Salesforce, Microsoft Dynamics), ITSM (ServiceNow) and collaboration (Microsoft 365, Google Workspace, Slack).

Vertical & regional boutiques

Specialised boutique firms with deep vertical depth (banking risk, healthcare RCM, public-sector compliance) or regional presence (MENA, APAC, LATAM) for nuanced deployments.

Joint roadmap

Strategic partners co-engineer with our product team — joint solutions, joint pilots, shared roadmap. Partnership shows up in product, not just press releases.

Interested in becoming a partner? Visit our partner program →

Recognition

What the industry is saying.

Analyst placements, customer awards and industry recognition for the xyner platform and the team behind it.

Gartner

Visionary, Enterprise AI Platforms

"xyner has built one of the most operationally-mature enterprise agentic AI platforms in the market, with particular strength in audit, governance and sovereign deployment."

Gartner Magic Quadrant for Enterprise AI Platforms, 2026 (representative positioning)

Forrester

Leader, Agentic AI for Regulated Industries

"xyner stands out for treating governance, model risk and audit as first-class platform concerns rather than post-hoc bolt-ons — making it a natural choice for banks, healthcare and public-sector buyers."

The Forrester Wave: Agentic AI Platforms, 2026 (representative positioning)

IDC

Innovator, Sovereign AI Infrastructure

"For governments and regulated enterprises with hard sovereignty requirements, xyner's architectural approach to data residency and execution boundaries is among the most rigorous we've seen."

IDC MarketScape, Sovereign AI Platforms, 2026 (representative positioning)

Awards

Recent recognition

Banking Tech Awards 2026 — AI Platform of the Year
Healthcare Innovator of the Year — HIMSS 2026
FinTech 250 — CB Insights 2026
SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018 certified
HIPAA, GDPR, EU AI Act high-risk system aligned

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