AI Accounting & Odoo Agent
The accounting agent reads invoices, receipts and statements, extracts structured fields, reconciles them against ledgers, and drives workflows in Odoo or another ERP through connectors.
Financial data is sensitive and the work is repetitive — an ideal target for private automation. Reliability and throughput matter more than raw model size, so a balanced workstation or office box is the sweet spot.
What it does
- ▸Invoice and receipt extraction to structured data
- ▸Bank and ledger reconciliation
- ▸Odoo / ERP workflow automation
- ▸Month-end close assistance
Connects to
Fit is driven by each machine’s businessAutomation capability score.
Models that power it
All models →Open models in the library that suit this role: 17. A few, smallest first:
Granite 3 2B
compact · tool use
Qwen2-VL 7B (vision)
image understanding · document/screenshot parsing
LLaVA 7B (vision)
image understanding · visual Q&A
Granite 3 8B
tool use · enterprise-friendly
DeepSeek-R1 Distill 8B
step-by-step reasoning · compact
LLaVA-Llama3 8B (vision)
image understanding · visual Q&A
Hardware it runs on
All hardware →Machines that can host this agent today, scored for real local-AI workloads — cheapest strong fit first.
Coding Agent Workstation (reference profile)
A workstation tuned for local coding agents: ~48GB across two 24GB cards runs strong 32B coder models and serves a small engineering team privately.
- Memory
- 48 GB
- Architecture
- Ada Lovelace
Apple Mac Studio (M4 Max)
Up to 128GB of unified memory in a compact desktop — large enough to hold 70B-class models entirely on-device.
- Memory
- 128 GB unified
- Architecture
- Apple M4 Max
NVIDIA A100 80GB
The datacenter workhorse of the LLM boom: 80GB HBM2e with strong tensor throughput, now widely available used and in the cloud.
- Memory
- 80 GB
- Architecture
- Ampere
Run it private, in your cloud, or hybrid
Keep this agent on hardware you own for privacy and predictable cost, run it on cloud GPUs in your own account for bursts and the largest models, or do both.
Frequently asked questions
What is the Accounting / Odoo agent?+
The accounting agent reads invoices, receipts and statements, extracts structured fields, reconciles them against ledgers, and drives workflows in Odoo or another ERP through connectors.
Can the Accounting / Odoo agent run privately on my own hardware?+
Yes. It runs on open-weight models you self-host on a private box, on-prem server or your own cloud account, so data stays on infrastructure you control. You can also run hybrid — local by default, bursting to the cloud for the largest models.
Which models power the Accounting / Odoo agent?+
It works with open models such as Granite 3 2B, Qwen2-VL 7B (vision), LLaVA 7B (vision). The right size depends on quality needs and the hardware you run it on — see the model library for VRAM by quantization.
What hardware does the Accounting / Odoo agent need?+
It typically maps to the Pro tier. A machine like the Coding Agent Workstation (reference profile) strongly fits this role; lighter or heavier hardware shifts how many concurrent requests and how large a model you can run.
What does the Accounting / Odoo agent connect to?+
It connects to the systems this function already runs on — for example Odoo, Stripe, Bank feeds, Google Workspace, Email — so it does real work instead of only answering questions.
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Put the Accounting / Odoo agent to work with BrainOutput
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