AI agents and workflows you can see and control.
Build agentic workflows, extract structured data from any document, and deploy to cloud, your servers, or edge devices — with AIS, the intelligent suite by Aucterra.
Engineered with the technologies that define modern AI
One platform, every operation.
From finance back-offices to factory floors — the same agents, tools and review queues, pointed at your work.
Audit every invoice before it posts
Three-way matching, expense audits and bank reconciliation with recomputed math and human sign-off.
See templates Risk & ComplianceScreen documents against regulation
KYC packs, LC document sets and compliance certificates examined line-by-line with cited rulings.
See templates OperationsRun AI on the factory floor
SPC/Cpk analysis, OEE monitoring and visual inspection on edge devices — fully offline.
See templates Knowledge WorkGive every team a research agent
Multi-agent pipelines that search, read, reason over your knowledge bases and draft the deliverable.
See templatesDocument extraction and classification as MCP tools — plug Aucterra's document intelligence into Claude, Cursor, or any MCP client.
“Their document extraction and AI-powered automation have transformed the way we process data — fast, accurate, and seamless!”
Dinusha K.Software Architect · Enterprise Analytics, Sri Lanka- 110+production-ready workflow templates
- 16 industries covered end-to-end
- 18+purpose-built document types
- 99%+extraction accuracy with human review
Plug agents into your stack.
40+ built-in tools, every frontier model — Gemini, GPT, Claude — plus local models on your own hardware and anything that speaks MCP.
OpenAIGeminiHugging FacePythonPyTorchTensorFlowNVIDIADockerAWSGoogle CloudCrewAIQdrantNext.jsReactAnthropic ClaudeLocal modelsSlackMicrosoft 365NotionGitHubMCPgoogle_searchweb_searchtavily_searchread_webpageslack_send_messagesend_emailteams_send_channel_messageteams_send_chat_messagecalendar_create_eventonedrive_searchonedrive_create_fileonenote_create_pagecode_executiongithub_create_issuenotion_create_pagejson_extractrequest_human_inputexit_loopget_current_datetimeAgents you can actually follow.
Connect any model. Inspect every decision. Keep humans in the loop.
Complex AI without constraints
Multi-agent pipelines with sequential, parallel and loop topologies. Knowledge bases, agent memory, code execution — composed visually or by the AI Designer.
Every step, streamed live
Watch each agent think, call tools and hand off in real time over SSE. Execution history keeps full inputs and outputs for every run.
Humans stay in the loop
Low-confidence extractions route to a review dashboard with AI-assisted corrections. Agents can pause and ask a person before acting.
Describe it. AIS builds it.
The AI Designer drafts your workflow from a sentence — then builds, validates, test-runs and fixes it before you ever press run. Multi-agent pipelines, tools, schedules and knowledge bases, assembled for you.
- 40+ built-in tools — search, code execution, email, GitHub, Notion
- Deep Slack & Microsoft Teams integration
- Trigger by API, cron schedule, webhook — or a Slack message
- Watch every agent stream its work live
From paper to perfect JSON.
Define your schema once — nested fields, types, formats — and extract from invoices, statements, contracts and 18+ document types. Low-confidence results route to human review with AI-assisted corrections, then flow straight into your ERP.
- Generic and fixed-layout extraction, with segment & classify
- Human-in-the-loop review dashboard with AI auto-correct
- Webhooks with Finvoice, UBL and custom XML transforms
- Run per document type in the cloud — or on your device
Move fast. Break nothing.
Everything n-step automation needs to survive contact with production.
Proven before you press run
The AI Designer test-runs every workflow it builds and repairs its own failures — you deploy something that already works.
Human sign-off where it matters
Low-confidence results wait for a person. Reviewers get diffs, AI auto-correct and one-click approval into your systems.
See exactly what happened
Streamed agent steps, tool calls and outputs — plus per-run history you can replay when something looks off.
Fork, don't start over
Library templates are versioned and forkable — take a working pipeline and adapt it, with updates pushed to every account.
Code when you need it. UI when you don't.
Everything in AIS is a visual editor first and an API second — trigger any workflow or extraction endpoint from your stack, and let agents write and run code when a node isn't enough.
- REST API for every workflow and Document AI endpoint
- Agents execute real Python in a sandbox — charts, PDFs, data crunching
- Webhook deliveries with structured, schema-validated JSON
- Scoped API keys with per-key quotas and live cost estimates
# trigger the invoice-audit workflow $ curl -X POST https://ais.aucterra.com/api/workflows/execute \ -H "x-api-key: $AUCTERRA_KEY" \ -d '{"workflow": "ap-invoice-auditor", "files": ["invoice.pdf"]}' 201 { "execution_id": "exec_01k4…", "status": "running" } # watch every agent step live $ curl -N …/executions/exec_01k4…/events event: agent_start · classifier event: tool_call · three_way_match ✓
Idea to production, in three moves.
Start from words — or a template
Describe the outcome in one sentence, or fork any of the 110 templates in the Aucterra Library and make it yours.
AIS builds it — and proves it
The AI Designer assembles the agents, wires their tools and knowledge, validates every card, then test-runs the workflow until it passes.
Run it where it belongs
Trigger by API, schedule, webhook or Slack — in our cloud or on your own devices — with human review in the loop where it matters.
Cloud. On-prem. Edge.
The same workflows and document pipelines run in our managed cloud or on hardware you control — GPU servers, factory devices, even offline environments.
# Ubuntu · Debian · CentOS · Fedora · Raspberry Pi · Windows $ sudo ./actgent install ✓ device provisioned · agent engine + local models running ✓ GPU detected — local models enabled → workflows, document types & knowledge synced from cloud
Intelligence in action
From ERP invoice automation to production-line vision — real systems running for real organizations.
Reliable. Scalable. Yours.
Security-first architecture with the controls production AI actually needs — no black boxes, no data leaving your network unless you say so.
Security & control
- On-prem and edge deployment
- Per-key quotas and usage caps
- Scoped API keys per team
- Encrypted credential storage
Data locality
- Documents stay on your hardware
- Local storage and vector search on-device
- Local models on-device — no external calls
- Review data relayed, never retained
Observability
- Live streaming of every agent step
- Execution history with full I/O
- Usage & Cost dashboards
- Device fleet health monitoring
AI governance
- Human-in-the-loop review queues
- Structured outputs with validation
- Test-and-fix runs before deploy
- Versioned, forkable templates
Loved by the people who run it.
“Their document extraction and AI-powered automation have transformed the way we process data — fast, accurate, and seamless!”
Dinusha K.Software Architect · Enterprise Analytics, Sri Lanka“Impressed by their AI expertise. Their document extraction solutions are exceptional, delivering accurate and efficient data processing!”
Chamith L.CEO · Nexcode, London“AI-driven solutions and website automation have streamlined our operations, making workflows smarter and more efficient!”
Iwantha L.CEO · Adderbree, Sri Lanka110+ workflows, ready on day one.
Every AIS account ships with a library of production-ready workflow templates across 16 industries — fork one and make it yours.
AI Bank Statement Analyzer
Cash-flow metrics and AML/conduct review from any bank statement.
Use this template Finance & AccountingAucterraAP Invoice Auditor (3-Way Match)
Invoice vs PO vs GRN with corrected-payable math and tolerance rulings.
Use this template LegalAucterraContract Risk & Obligation Auditor
Clause-level risk scoring plus an obligations calendar with real dates.
Use this template HealthcareAucterraHealth Claim Benefits Calculator
Exact benefits waterfall with refer-to-medical boundaries.
Use this template ManufacturingAucterraGlass Defect Analyzer
Identifies defects from a photo and maps them to process causes.
Use this template LogisticsAucterraExport Documentation Checker
Cross-checks invoice, packing list and B/L before you file.
Use this templateNeed something custom-built?
The team that runs AIS in production also builds bespoke AI for enterprises — autonomous agents, computer vision systems and document pipelines engineered around your processes.
Aucterra MCP Server
Plug Aucterra's document extraction and classification straight into Claude and any MCP-compatible agent framework — open source, self-hostable, extensible.
$ npx aucterra-mcp # connect any MCP client ✓ document extraction ready ✓ classification ready ✓ field-level parsing ready → serving on stdio · aucterra.com
Simple enough to see. Powerful enough to ship.
Join the teams building AI automation they can actually explain. Start free — or talk to the engineers who will build it with you.