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Enterprise AI & Intelligent Systems

Intelligent systems your
business can actually
run on.

Multi-agent AI, RAG, predictive platforms, and data engineering. Custom-built for enterprise, hardened for production, governed from day one.

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Your teams make better decisions, faster, with less risk and less back-and-forth.

Most AI projects stall in planning. Yours won't. We put a dedicated team inside your business. We learn how it actually works and ship tools your people use by week 4 to 8.

Isotropic is US-based, founded in 2022. We work with government agencies, banks, telcos, manufacturers, and commodity traders across North America, Europe and Southeast Asia. Here's the thing: every engagement is embedded, not outsourced.

Clients include Vietnam International Bank, ETG World (Africa's biggest agri-commodities trader), and government agencies across North America, the GCC, and East Africa.

Founded
2022
Industries served
7+
Global regions
6+
Up and running in
4–8 wks
Clients include
Gov't & F500
Approach
Embedded
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What You
Gain

Real outcomes. Government agencies and enterprise clients worldwide.

AI / AGENTS / ENTERPRISE

Your Team Decides Faster, With Confidence

Stop waiting on slow reports and manual reviews. We build systems that surface the right answer at the right moment. Your people act. They don't sit staring at data.

ML / ANALYTICS / REVENUE

More Revenue From the Customers You Already Have

We find the patterns in your data that signal who's about to leave and who's ready to buy more. Then we put that to work automatically, no manual review required.

NLP / RETRIEVAL / DOCUMENTS

Every Answer Your Business Knows, In Seconds

Your organization holds years of knowledge in reports and contract files. We make all of it searchable. Your team gets the right answer in seconds, not three hours of digging.

DATA / SCALE / GOVERNMENT

One Clear Picture of Your Business, Always Current

When your data lives in too many places, decisions get made on outdated numbers. We bring it together so leadership's working from a single, reliable picture. Always current.

VISION / MANUFACTURING / IOT

Catch Problems on the Floor Before They Reach the Customer

We put cameras and AI on your production line to automatically spot defects and flag issues. Quality stays high. Throughput doesn't drop. No extra headcount.

CLOUD / DEVOPS / INFRA

AI That Your IT Team Can Support and Trust

We build everything to your security and compliance standards and hand your team full control. It keeps running reliably long after we're done.

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New: VibeOps

AI-built apps
need production
discipline.

Vibe coding creates working software fast. VibeOps hardens what's built. Working is not the same as production-ready.

FOUNDATION
DevOps & Environments
SECURITY
DevSecOps & Security
DATA
Data Privacy & Reliability
AI SAFETY
LLM & Agent Safety
ENGINEERING
Codebase Maintainability
OPERATIONS
Monitoring & Operations
PROTOCOL
MCP Tool Design
PAYMENTS
x402 Paid Endpoints
COMMERCE
Stripe Agentic Flows
GOVERNANCE
Agent Permissions
CONTROLS
Spend Budgets & Limits
COMPLIANCE
Audit Trails & Logs

New: Agent Commerce

AI agents are
becoming buyers.
Be ready.

MCP and Stripe are the infrastructure programs use to find services and pay for them. If your business isn't set up for that, it's invisible to any program that goes looking.

Isotropic gets you there. Your services exposed through MCP so programs can call them. Per-call pricing through x402 or Stripe so they can pay you directly. Spend limits and permission controls so you stay in control of what runs on your behalf.

  • MCP endpoints so AI programs can discover and call your services
  • x402 and Stripe wiring so programs can pay you per call or per use
  • Governance controls so you decide what runs and what's logged
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New: Harness Engineering

A capable model
without a harness
is a liability.

Most enterprise AI failures happen not in the model but in the layer around it: evals that never ran, integrations that were never tested and dashboards that were never built.

Isotropic builds the four engineering layers that close this gap. Evaluation harnesses gate every release. Integration harnesses connect AI reliably to your systems. Control harnesses govern every agent action. Operational dashboards alert you before users do.

Explore Harness Engineering
QUALITY
Evaluation Harness
CONNECTIVITY
Integration Harness
GOVERNANCE
Control Harness
OPERATIONS
Operational Harness
CI / CD
Release Gate Automation
RELIABILITY
Drift Detection
Government & Public Sector/Telecom & Media/Financial Services/Manufacturing/Commodity Trading/Retail & Commerce/Hospitality/Healthcare/Energy & Utilities/Government & Public Sector/Telecom & Media/Financial Services/Manufacturing/Commodity Trading/Retail & Commerce/Hospitality/Healthcare/Energy & Utilities/
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Selected Engagements

Results That
Speak for Themselves

View all case studies

Financial Services

P&L Reconciliation Automation

Finance controllers spending 3–4 hours daily reconciling trading books across multiple systems, with complex breaks creating regulatory exposure.

75%

reduction in daily reconciliation time

Read the case study →

Hospitality

CapEx Approval Automation

Multi-property capital expenditure approvals requiring 4–6 weeks of manual coordination, with 90% of effort spent on data collection rather than decisions.

93%

reduction in processing time

Read the case study →

Commodity Trading

AI Trading Platform

Deal teams waiting days for risk analysis and market intelligence that required manual aggregation across disconnected systems.

acceleration in deal closure

Read the case study →
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Ready to start?

Let's Build
Together