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AI AGENTS / AUTOMATION / INTEGRATION

 Streamlining Your Business Operations

AI agents, automation & custom software built for operations-heavy businesses

Software
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Cloud
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AI

AI ENGINEERING

Agents & copilots

CLOUD PLATFORM

Secure cloud infrastructure

PRODUCT ENGINEERING

Full-stack products

Engineering systems for operations-heavy brands

Kimball Law
GPS Renting
Solas Scotland AI
Chaos
Petcon Australia
Sevenleaps
Shape Shifters Fitness
Mazrex Store
Top Energy
AI & SOFTWARE ENGINEERING

Six ways we eliminateoperational friction

We engineer systems around your specific bottlenecks, scoped at the architecture level, with no black boxes and no off-the-shelf fixes.

Custom AI SolutionsModern ArchitectureExpert Team
GrydIn 3D AI Assistant Robot
Autonomous AI
OUR SERVICES

Built for Operational Scale

From autonomous agents to full-stack development, we deliver end-to-end systems that remove manual work and hold up under real load.

Explore our services
LET'S BUILD TOGETHER

Your problem. Our systems.

Whether it’s one broken workflow or a full operation running on manual work, we scope it precisely and build a system that holds up.

Clear communication
On-time delivery
Scalable architecture
Long-term support
CASE STUDIES

Systems built for measurable results

See how our AI agents, automation and integrations solve specific operational bottlenecks for real businesses.

An enterprise career marketplace connecting recruiters, candidates, and employers at scale|
AI & Automation · Complex Integrations · Custom Software

Unifying a Fragmented Hiring Market Into One Intelligent Career Marketplace

|THE CHALLENGE

The hiring market is structurally fragmented. Recruiters chase listings across dozens of different job channels. Candidates hit intermediary redirects instead of employer application pages. Operations teams cannot scale manual sourcing — five applicants or five hundred consume the same person-hours. Existing solutions were job boards, not marketplaces. They listed jobs passively. They did not aggregate supply from multiple channels, match it intelligently to client profiles, or expand coverage over time. Fixed employer lists meant coverage plateaued after initial seeding. New career destinations appeared but never entered the pipeline. What was needed was a true marketplace — one that sits between supply, demand, and operations, compounds its own coverage, and operates at production scale without collapsing under the weight of tens of thousands of listings.

THE IMPACT

↘Jobs Indexed

Jobs Indexed

A national certified service network scaling across Australia with a rigorous provider qualification and training process|
AI & Automation · Custom Software

Building the Operational Platform for a National Certified Service Network

|THE CHALLENGE

The network's business model depended on a curated, certified provider base. Every provider had to pass screening, complete training modules, submit documents — insurance, background checks, signed agreements — and pass certification before taking bookings. The rigor was intentional. The brand's credibility required it. But the operational infrastructure could not support this journey at scale: • The founder manually moved providers between pipeline stages, tracked documents in spreadsheets, triggered emails, and sent reminders. Over 10 hours every week consumed by pure administration. • Providers had no visibility into their own status. They could not see what was required, what was missing, or where they stood. Approximately 40% abandoned onboarding because they got stuck and did not know what to do next. • Duplicate contact records were created every time a provider filled out a different form. Manual merging was required. • Previous contractors had made the system worse — adding confusion, creating broken automations, and leaving undocumented configurations behind. • A new cohort of 50+ providers was scheduled. The manual system would make the founder the bottleneck for the entire launch.

THE IMPACT

↘Manual Admin

Manual Admin

Building the technology infrastructure for a scalable AI engagement agency serving UK service businesses|
AI & Automation · Complex Integrations · Custom Software

Engineering a Multi-Tenant AI Engagement Platform That Deploys in Under 15 Minutes

|THE CHALLENGE

Small and mid-size service businesses share a common failure point: they miss leads. A customer sends a message on Instagram, Facebook, WhatsApp, or calls and gets voicemail — and by the time someone responds, the lead has moved on. Manual follow-up is inconsistent. There is no qualification logic. No system ensures every lead gets worked the same way. This problem exists at every individual business, but the structural challenge was different: how do you solve it for hundreds of businesses simultaneously? Each client has different services, different pricing, different FAQs, different brand voices. A generic chatbot cannot answer client-specific questions. A per-client custom build cannot scale economically. The agency needed a platform that delivers intelligent, per-client conversational AI across every messaging channel — deployable to a new client in minutes, not weeks — and sustainable at margins that support a growing agency business model.

THE IMPACT

↘Client Deployment

Client Deployment

OUR TECHNOLOGY STACK

Battle-tested technologies powering our architectures

Python
PyTorch
Hugging Face
LlamaIndex
LangGraph
CrewAI
Pinecone
Neo4j
Go
gRPC
FastAPI
Apache Kafka
Snowflake
PostgreSQL
Kubernetes
AWS
OpenAI
Anthropic Claude
LATEST INSIGHTS

Notes from the build

Thoughts and updates from our team on AI agents, automation and systems engineering, straight from the work we’re shipping.

AI & LLMsMay 12, 20256 min read

Grydin Expands Its AI Automation Practice

We're excited to announce the expansion of our AI automation practice, helping businesses build intelligent systems, streamline operations, and unlock new possibilities with generative AI.

Grydin Expands Its AI Automation Practice
EngineeringSep 18, 20264 min read

Introducing GridPilot (Beta)

GridPilot announces the private beta of GridPilot, an enterprise console for observing and governing autonomous AI agent workflows.

Read more
Introducing GridPilot (Beta)
CompanyApr 28, 20253 min read

Why Businesses Have a Visibility Problem, Not an Execution Problem

Most operational leaders aren't caused by slow workers. They stem from invisible handoffs, missing alerts, and fragmented SaaS tools.

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Why Businesses Have a Visibility Problem, Not an Execution Problem
FREQUENTLY ASKED QUESTIONS

Everything you need to know about how we work

Clear answers on scoping, delivery, architecture handovers and long-term support.

How do you scope and price a project?
We start with an architecture audit of your existing systems, workflows and data before writing any specification. You get an exact, itemized scope and fixed-price agreement, so there are no open-ended hours or surprise retainers.
What does your delivery process look like?
We move through diagnosis, architectural blueprinting, core engineering, integration testing and staged deployment. You see working milestones throughout, not a single handoff at the end.
Which tools, databases, and APIs do you integrate with?
We integrate with any platform offering an API, webhook or database connection, including PostgreSQL, MongoDB, Redis, Salesforce, HubSpot, Stripe, Shopify, OpenAI, Anthropic Claude, custom REST/gRPC endpoints and legacy SQL databases.
Who owns the code and intellectual property once deployed?
You own 100% of the code, schemas and intellectual property. All repositories, containers and deployment scripts are transferred to your organization on completion, with zero licensing lock-in.
What support do you provide after launch?
Every project ships with documentation and architecture runbooks. We offer post-launch support, plus optional SLA-backed monitoring and continuous enhancement agreements for long-term partners.
Do you only build full products, or can you join an existing team?
Both. We build complete products end to end, or embed as the technical team behind a specific specialty, like AI agents, integrations or backend architecture, while you or your team own marketing, sales and growth.
Can you partner with us long-term rather than a single project?
Yes. Many of our relationships start as one project and continue as an ongoing technology partnership, covering new features, scaling, and systems as your business grows.

Next Steps

Ready to eliminate manual friction from your business?

Tell us what’s slowing your team down. We’ll scope it and come back with a clear plan.