02 / Intelligence
We build production AI, not prompt wrappers. Agents that execute multi-step workflows end to end, RAG systems grounded in your documents and databases, fine-tuned models deployed in your own environment — sitting on top of the ERP we already know how to extend.
80%
Less manual entry on invoices (OCR build)
NL→SQL
Plain English against live ERP data
5
AI providers unified in one pipeline
80%
Less manual entry on invoices (OCR build)
NL→SQL
Plain English against live ERP data
5
AI providers unified in one pipeline
What we deliver
Concrete outputs, not a slide deck.
01
Automated executive reporting
Before: analysts hand-writing monthly reports. After: board-ready reports generated on a schedule, straight from live data.
02
Autonomous support resolution
Before: every ticket read by a human. After: routine tickets resolved automatically, humans take the escalations.
03
Zero-touch data entry
Before: manual entry from emails and PDFs into the ERP. After: AI extracts, validates and syncs in real time. Zero manual entry.
04
Continuous compliance monitoring
Before: weekly checks taking two days each. After: violations flagged in under 5 minutes. Always audit-ready.
05
Conversational data access
Plain-English questions against live business data. ORM-safe, role-gated, prompt-injection hardened.
06
Document intelligence
OCR with confidence scoring and human-in-the-loop review for edge cases. 80% less manual entry on invoices.
How it runs
What you can expect.
- Custom LLM pipelines and fine-tuning
- Autonomous agent workflows
- RAG systems on proprietary data
- AI-powered reporting and analytics
- LLM integration into the tools you already run
Stack we reach for
Related work
Where we have done this before.
NL→SQL
Plain English to live data
100%
Prompt-injection hardened
Conversational AI Agent for Live ERP Data
Every business question needed a developer, and answers arrived days late.
The hard part: Letting non-technical staff query live ERP data without ever giving the model database access.
A natural-language interface over live ERP data. Non-technical staff ask plain-English questions and get ORM-safe, role-gated answers in seconds.
- Claude MCP over live ERP
- Enterprise ERP client
- Shipped 2025
Read case study
5
AI providers unified
3
Scan cadences: 5-min, 2-hr, daily
Email Intelligence SaaS Platform
Turning a Gmail inbox into structured, actionable events — at scale, without leaking a single token.
The hard part: Five AI providers behind one registry, structured outputs schema-checked before anything downstream trusts them.
LLM pipeline that classifies Gmail into structured life events with Zod-validated outputs. Five AI providers behind one gateway, AES-256-GCM token storage, three-tier monetisation.
- 5 AI providers unified
- SaaS startup
- Australia
Read case study
80%
Manual entry eliminated
3 hrs/day
Saved per finance team
OCR Invoice Processing Engine
A finance team retyping supplier invoices into the ERP, three hours a day.
The hard part: Confidence scoring calibrated so humans see only the edge cases — and never miss a bad extraction.
Automated invoice and bill processing with intelligent field matching and confidence scoring. Low-confidence extractions route to a human. Everything else posts itself.
- Manufacturing company
- Shipped 2024
FAQ
Questions about ai solutions.
Book a 45-minute call with our architects. We map your current stack, find the three biggest bottlenecks and estimate the ROI of fixing them. You get a written summary within 24 hours. No pitch, no commitment.
First measurable wins usually land within 14 business days. A scoped build runs 2 to 8 weeks depending on integrations and migration volume. Brand projects average 2 to 3 weeks. You get a milestone plan before we start.
We sign NDAs before the diagnostic if you need one. Your data stays in your environment. Encryption at rest, scoped access and audit trails are defaults, not add-ons, and we never use your data to train shared models.
Yes. We build on what you already have: ERPs, CRMs, payment rails, healthcare APIs, legacy databases. If it has an API or a database, we integrate with it. If it does not, we build the bridge.
Every AI feature we ship is grounded in your data through retrieval, constrained by schemas, and gated by roles. Low-confidence outputs route to a human. We measure accuracy on your data before launch and monitor it after.
Next step
Your competitors are already automating.
A free 45-minute diagnostic. We map your biggest bottleneck, estimate the ROI, and tell you honestly whether AI belongs there. No pitch deck.
Straight to the engineer. No form, no gatekeeper.
Accepting new engagements · Q4 2026