A senior squad shipping enterprise AI agents grounded in knowledge graphs.
Agentic Giants is an AI agent development company headquartered in Aubrey, Texas. We design and build enterprise knowledge graphs, GraphRAG systems, MCP servers, and agentic ai automation on Neo4j. Our senior team brings 12+ years of engineering experience and has delivered 587+ projects for clients in fintech, healthcare, retail, and SaaS.
- 587+engineering projects
- 15+enterprise clients
- 95%extend engagement
- SOC 2Type II delivery
Enterprise knowledge graphs, GraphRAG, and MCP servers, built by the engineers who will still be on the call in month six.
Agentic AI development services for regulated buyers: every answer traceable to a source, every engagement scoped against a target agreed in writing before week one.
Our Mission
Ship grounded, citable enterprise AI that regulated buyers can actually deploy, knowledge graphs, GraphRAG, MCP servers, and agentic automation, delivered by a senior squad with the target agreed in writing before week one.
Our Vision
The enterprise AI you buy should ship in weeks, cite its sources on every answer, and be owned by your team the day the engagement ends. That is the shape of the industry we are building toward, one deployment at a time.
Four buyers, four engagement models
The same senior squad and the same grounded architecture, scoped to how you actually buy, from Fortune 500 knowledge graph programmes to done-for-you automation for a small team. Pick the one that sounds like you.
- Enterprise
For Enterprise Leaders
Fortune 500 & Regulated Industries
“Your AI pilot died in legal review: again.”
90% fewer hallucinations · audit ready
See the enterprise lane → - Scale ups
For Startups & Scale ups
Founders & High Growth Product Teams
“The AI feature has slipped three sprints in a row.”
First release in 6 weeks · 0 data hires
See the scale ups lane → - Brands
For Brands & Multi Location
CMOs, D2C, Franchises & Retail
“Every system tells you a different customer number.”
One customer graph · +30% AOV
See the brands lane → - Small Teams
For Small Teams
Trades, Agencies, Founders & Solopreneurs
“By morning, the 9pm lead had booked your competitor.”
3× qualified leads · on autopilot
See the small teams lane →
Enterprise AI, proven in production
Every figure is defensible in an RFP and tied to a published method — knowledge graphs and GraphRAG grounding each answer, MCP servers wired into your systems, and senior engineers through production. See what each number counts, and excludes, on the proof page.
- SOC 2 Type II
- HIPAA
- GDPR
- PCI DSS
Enterprise projects shipped across regulated industries
Years engineering production-grade AI & data systems
Of enterprise clients extend the engagement
Fewer unsupported answers, grounded in your knowledge graph
Twelve years of engineering, pointed at one problem: enterprise AI agents that can cite their sources
Agentic Giants was formed in 2024, but the squad is not new. The same engineers had already shipped 587+ projects over 12+ years payment platforms, ledgers, data pipelines, and ML systems for fintech, healthcare, retail, and SaaS.
We started this firm because those buyers kept asking for the same thing and not getting it: AI that survives legal review. That meant building on knowledge graphs, GraphRAG, and MCP servers rather than on a vector index and a prompt.
Today the firm is led by CEO Syed Zadi and a senior leadership team of AI specialists.
Production PoC
4–6 weeks, fixed price. First release live in your VPC with citations, eval harness and compliance gates. Hit the accuracy target agreed in writing before week one; miss it and the pilot is free.
Production PoC
4–6 weeks, fixed price. First release live in your VPC with citations, eval harness and compliance gates. Hit the accuracy target agreed in writing before week one; miss it and the pilot is free.
Award-winning products we've engineered
Industry awards earned by products our team designed and built for clients.
Client results · Regulated verticals
Clients about Agentic Giants
From payment platforms to patient records: the same senior team, audited by both engineering and compliance.
“Our compliance team went from blocking every AI feature to approving them: because now every answer has a source.”
Dan Nusinovich, Vice President of Product Development·RYVYL
Measurable hallucination reduction in production“The knowledge graph handles PHI the way our auditors want: every retrieval cites the source record, and nothing bypasses HIPAA logging.”
VP of Clinical Systems·Regional health network
HIPAA audit ready · zero findingsGlobal fashion retailer
+30% average order value
One customer graph across Shopify, Zendesk & GA4 powering real time personalization.
D2C wellness startup
AI MVP in 6 weeks: seed round closed
Embedded senior squad shipped the recommendation engine investors asked for.
- FintechVerified
- HealthcareVerified
- Retail · SaaSVerified
Built on infrastructure you trust
Enterprise AI requires enterprise infrastructure. We deploy on cloud platforms and databases that pass SOC 2, HIPAA, and regulatory audits.
Compliance: SOC 2 Type II · HIPAA · GDPR · PCI DSS
Delivered globally, deployed in your region
From our Aubrey, Texas headquarters we deliver across the Americas, Europe and MENA — and deploy inside your own cloud region and VPC on AWS, Azure or GCP, so regulated data never leaves your compliance boundary.
- 3
Regions served — Americas, Europe & MENA
- 1
Global HQ — Aubrey, Texas, USA
- 3
Cloud platforms — AWS, Azure & GCP, deployed in your region
Business value we deliver
Stop hallucinating answers in front of your board
- Hallucinations kill enterprise AI deployments
- Every answer cites its source through the knowledge graph—90% fewer made-up facts
- The accuracy target is agreed in writing before week one
- Miss it, and the pilot is free
Deploy compliant AI without security theater
- No post-launch security reviews
- SOC 2 Type II, HIPAA workflows, GDPR and PCI DSS boundaries wired into the first commit
- Regulated buyers need AI they can actually sign off on—not cleanup projects after launch
Own your stack, not a partner's roadmap
- 100% code ownership from day one: schemas, eval harness, ontology, full documentation
- No vendor lock-in
- When the engagement ends, your team already owns and operates the system
Senior engineers stay for production
- No junior handoff
- The architect and engineers who scope the work are the ones shipping it
- A backup engineer is already onboarded, so you never depend on one person to keep the system running
Ready to move forward?
Book a 30-min audit with our architects. We'll map what grounded, compliant AI looks like for your stack — no pressure, actionable takeaways whether you work with us or not.
Currently accepting 3 enterprise engagements this quarter. Typically filled by end of month.
A selection of the work
Enterprise AI, agentic banking, and knowledge-graph systems engineered end to end by our senior squad. Every number below is published on the case study it links to; the rest is under NDA.
- RYRYVYL
10,000+ locations
Payments infrastructure for RYVYL Inc. (NASDAQ: RVYL), the fintech formerly GreenBox POS.
FintechPaymentsRead case study → - QCQuickCard
$3.1B+ processed annually
Cashless checkout and batch settlement for merchants, funds, withdrawals, sales, reconciliation.
FintechSettlementRead case study → - RPREAP Pro
20% more AUM uncovered
AI real-estate intelligence for financial advisors on a Neo4j knowledge graph, closing the 70% client visibility gap.
WealthKnowledge graphRead case study → - CPCaptureProof
3 patents · $6.15M raised
AI visual health platform with a Smart Medical Camera and HIPAA-compliant remote patient monitoring.
HealthcareComputer visionRead case study → - MYmydiveo
Acquired for $7.4M in 15 months
Forbes-featured portfolio platform for artists. $4M funding, tier-1 press, clients like YouTube and Comcast.
MarketplaceGrowthRead case study → - TSThe Sufferfest
$20M business, acquired by Wahoo
From a founder's basement to a subscription business acquired by Wahoo Fitness in 2019.
Consumer SaaSProductRead case study →
Trusted by teams at
Selected client engagements. Some client names, deliverables and outcomes are under NDA and cannot be published; published case studies are here.
About · People also ask
Questions about Agentic Giants
Who we are, where we are, and what we actually guarantee, with the method behind every number on /proof.
Agentic Giants is an AI agent development company in Aubrey, Texas. We build production AI agents grounded in enterprise knowledge graphs, GraphRAG, and MCP servers, so every answer is traceable to a source and the audit trail exists. We serve fintech, healthcare, retail, and SaaS.
Which lane fits you?