Excel
stock.xlsxAgentic AI systems for ambitious companies
We build AI agents for the work your company actually does.
Our AI agents can understand context, use approved tools and complete multi-step workflows—with human checkpoints and without an in-house AI department.
Fixed-scope first pilot Human checkpoints Model-agnostic
Milk shelf running low12 cartons left
Recent sales≈ 8 cartons a day
checks · compares · suggests
Suppliers
3 checkedPrice−7%
Review
Not sent Approve orderChange
Reorder suggestion ready
Nothing is ordered until you approveXLSReads the Excel you already use
✓You approve every order
What businesses want automated
Six bottlenecks. One connected operating layer.
Search demand is practical: companies want fewer manual handoffs across the tools they already use. We start with one bounded workflow and measure the result.
01
Customer service automation
Triage email, chat and WhatsApp; answer routine questions; route exceptions to a person.
Email · WhatsApp · multilingual support02
Sales and CRM automation
Qualify leads, update the CRM, draft proposals and make sure follow-ups happen.
Leads · CRM · proposals · follow-up03
Invoices and document processing
Extract PDFs, match invoices to purchase orders and prepare clean entries for review.
Invoices · PDFs · OCR · data entry04
Stock and supplier automation
Detect low stock, compare suppliers and prepare a purchase order with human approval.
Inventory · forecasting · procurement05
Excel and reporting automation
Consolidate spreadsheets, produce recurring reports and flag the numbers that need attention.
Excel · Sheets · reporting · alerts06
Back-office workflow automation
Coordinate inboxes, scheduling, onboarding, approvals and handoffs between systems.
Operations · scheduling · approvalsProducts we’ve shipped
We don't stop at prototypes.
Two production-grade AI products designed and built by NeoLoop—from product strategy and premium interfaces to AI orchestration and full-stack delivery.
01AI marketing operating system · Live beta
Marpin
Turns a company URL and marketing context into evidence-backed analysis, editable campaign work and approval-ready actions.Explore Marpin
02AI wellness coach · Shipped for iOS
Fitura
Connects goals, schedule, nutrition, movement, sleep and recovery in an adaptive weekly experience, with review before AI-proposed changes are applied.Explore FituraBuilt and shipped by NeoLoop. These are NeoLoop products, not client projects; no client outcomes are claimed.
Market signal / 2025–26
The capability is here. Small teams still need the bridge.
Adoption is accelerating, but access is uneven. The clearest gap is not another chatbot—it is the expertise to turn capable models into dependable work.
of U.S. firms used AI in a business function
22% expected to use it within six monthsU.S. Census Bureau, 2026of UK businesses with 10+ employees used at least one AI technology
nearly three times the late-2023 shareUK Office for National Statistics, 2026of non-adopting SMEs say missing skills hold back generative AI use
the implementation gap is practical, not theoreticalOECD, 2026Where the first loop pays back fastest
Start where busywork is expensive.
We prioritize sectors with recurring language- and document-heavy work, measurable response costs and a clear expertise gap—not just the loudest AI hype.
Builders · trades · facilities · maintenanceHigh-fit workflow
Let your best people build—not chase estimates, update spreadsheets and answer the same status question twice.
Common first loops
- Lead qualification and job booking
- Estimate and quote follow-up
- Site notes into daily reports
- Invoice and purchase-order matching
13%of UK construction businesses used AI in June 2026UK ONS, 2026
TriggerA prospect requests a quote
01
Collect the scope, location and timing
02
Match services, rules and past jobs
03
Draft the estimate and open questions
04
Schedule review and follow-up actions
Human-ready resultA complete estimate pack ready for expert review
Small start. Serious build.
From “we should use AI” to one workflow your team can trust.
A first release is typically 2–4 weeks. You get a working system, the operating logic behind it and a clear view of what should—or should not—come next.
01
Choose the first task
We identify one repeated task, what slows it down today and the result that would make improving it worthwhile.
Project review02
Build the first version
We connect the essential systems, choose the right technology and build with real examples—not a generic demo.
Working first version03
Test it with your team
Your team checks agreed examples. We refine limits, approvals and backup steps before the system does more.
Team testing04
Expand what works
Once the first task saves time or improves decisions, we connect the next bottleneck and reuse what is already built.
Practical expansionyour workflow
ClaudeOpenAIGeminiyour dataModel-agnostic by design
The model is a component. Your workflow is the asset.
We select models and tools for the job, then keep the business logic, evaluations and integrations portable. You get leverage from the best available technology without rebuilding the company around a single vendor.
- 01Fit before fashion
Capability, privacy, latency and cost decide the stack.
- 02Human authority
People approve high-impact actions and define the boundaries.
- 03Visible operations
Structured outputs, activity logs and fallbacks make behavior inspectable.
Value before volume
What could one well-chosen loop unlock?
The strongest first workflow is frequent, bounded and easy to measure. Use this quick model to size the capacity currently tied up in one repeated process.
Good pilot signal: the work repeats weekly, follows recognizable rules and still needs a person’s judgment at defined moments.
Workflow capacity modelIllustrative
Annual capacity value€23,962
Capacity redirected749 h
Planning estimate only—not a savings guarantee. A workflow audit validates the assumptions and quality threshold.
A focused software worker that can read context, use approved tools and carry a task through several steps. We constrain it to a clear job, add human checkpoints where judgment matters and log what it does.
Contact NeoLoop
What do you want to build or improve?
No technical brief needed. Tell us the idea or business problem in plain language. We’ll reply by email with our first recommendation and, if we can help, suggest a short call.
hello@neoloopai.com