We architect and deploy autonomous AI agents that ingest complex documents, reconcile multi-party accounting data, predict technical pricing, and enforce compliance directly within your existing software stack.
Our agents do not live in isolated sandboxes. They operate as deterministic, stateful background workers deeply wired into mail servers, relational databases, and enterprise APIs.
Real-time IMAP email streams, webhook listeners, high-density multimodal OCR, PDF coordinate bounding boxes, and document layout parsing.
LLM reasoning engines augmented with vector embeddings, semantic search across historical databases, and company registry graph lookups.
Strict Pydantic and PHP type schemas ensure zero mathematical hallucinations. Confidence scoring isolates borderline cases for review.
Direct ERP database mutations, automated email dispatch, and instant escalation to team leaders whenever anomalies are flagged.
Agent listens to dedicated enterprise mailboxes via secure webhooks, separates genuine invoice emails from noise, and extracts PDF attachments.
Extracts invoice numbers, dates, line item breakdowns, tax percentages, IBANs, and gross totals using high-precision structured schema extraction.
Queries Mantaflow's database to match company tax IDs, VAT numbers, and banking details against registered factoring clients and approved debtors.
High-confidence matches map straight into the client factoring batch. Unrecognized counterparties trigger a 1-click resolution alert for human administrators.
Client or general contractor uploads a construction specification PDF or bill of quantities into Immoni's digital workspace.
The agent decomposes raw text into Swiss construction standard catalog positions (Baugrube, Rohbau, Sanitär, Fassade) and constructs an interactive editing form.
Agent performs RAG lookups across Immoni's database of completed Swiss construction projects, regional price indices, and material benchmarks.
Automatically pre-fills unit costs, material rates, and estimated labor hours for each position. The contractor simply reviews, tweaks, and exports a verified tender in minutes.
Upon invoice registration, the agent analyzes the customer's specific factoring agreement and verifies the existence of all mandatory proof files.
If documents are missing, unreadable, or unsigned, the agent composes and dispatches a personalized, multi-lingual email to the client with a one-click secure upload link.
When the client uploads replacements, the agent inspects timestamps, delivery addresses, order numbers, and physical/digital signatures in real time.
When all requirements are satisfied, the agent moves the invoice to the next stage (Risk Approval & Payout). If irregularities persist, it alerts the Team Leader with an audit brief.
Deploying AI models is trivial. Engineering fault-tolerant agentic architectures that protect corporate data and maintain 100% regulatory compliance requires deep systems engineering.
We bind AI outputs to strict typed data structures. If a confidence threshold is breached, the agent does not guess — it flags the field for human verification.
AI automates 90% of routine ingestion and document parsing, while high-value financial disbursements and edge cases are routed to designated team leads.
Customer documents and company registries are never shared across tenants or fed back into training corpuses. Complete data isolation guaranteed.
Every decision, prompt, token count, OCR confidence score, and extracted field is permanently logged with timestamps for regulatory and compliance review.
Tell us about your document bottlenecks, approval workflows, or pricing pipelines. We'll show you how an autonomous agent can handle the heavy lifting.