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example agent: accountsgpt

AccountsGPT: an AI agent for accounting workflows.

AccountsGPT is an example of the finance agents Gaper builds: it reads invoices and statements, reconciles transactions, and drafts reports, with a human approving anything that posts. We build custom versions wired into your own stack.

Book a free AI assessmentWhat is an AI agent?
Map the workflowBuild the supervised agentSandbox, verify, go live
gaper · agent runtime
$ gaper deploy agent --to production
✓ plan ……………… 4 steps
✓ retrieve …… 1,240 docs grounded
✓ tool ………… salesforce.update_record
✓ eval ………… 12/12 checks passed
● live · p95 1.2s · 0 errors
● in productionowned by your team
In one sentence

AccountsGPT is an AI agent for accounting and finance operations that reads financial documents, reconciles transactions, and drafts reports inside your systems, with human approval on anything that posts. Gaper builds custom versions deployed in your cloud and owned by your team.

ProductionNot another demo
Model-agnostic
In your cloudYour auth, your data
You own itCode, evals, runbook
Why this matters

Accounting teams lose hours to document entry and reconciliation that is repeatable but too messy for fixed rules.

Production filter
  • Does it touch real systems?
  • Can the outcome be measured?
  • Where does human approval stay?
  • Who owns it after launch?
Free AI assessment

Book a free assessment. We will identify one high-leverage workflow, make the build-vs-buy call, and scope the smallest production release.

Map your first production agent
How we work

From strategy to production, owned by your team.

  1. 01

    Map the workflow

    We start from the documents, SOPs, portals, inboxes, and spreadsheets your team already uses, then turn the repeatable path into an agent workflow map.

  2. 02

    Build the supervised agent

    We build on OpenAI, Claude, Gemini, or the right model for the job, with evals, guardrails, citations, and human approval gates where risk matters.

  3. 03

    Connect the stack

    The agent gets the data layer, APIs, MCP tools, auth, and write-backs it needs to finish work inside your systems, not beside them.

  4. 04

    Sandbox, verify, go live

    We launch in a sandbox, verify every run, then move into supervised production with traces, rollback, and an owner.

What we build

Agents wired into the systems you already run.

Document intake

Reads invoices, receipts, and statements, extracts and validates the fields, and flags what does not match.

Reconciliation

Matches transactions across systems and surfaces the exceptions for a human to clear.

Report drafting

Drafts recurring reports and summaries grounded in your data, with citations.

Human-gated posting

Nothing posts to the ledger without an approval step you control.

What an accounting agent actually does

It takes the repeatable, document-heavy work off your team: intake, extraction, reconciliation, and first-draft reporting, while a person reviews the exceptions and approves anything that hits the books.

  • Repeatable work, handled
  • Exceptions routed to a human
  • Audit trail on every run
Exception flow
  1. 01Triggerevent arrivesdone
  2. 02Retrievecontext + policydone
  3. 03Decideconfidence scoreddone
  4. 04Actor escalatelive

p95 latency 1.2s

eval pass 12/12

rollback ready

Built for your stack, owned by you

AccountsGPT is illustrative. What we ship is a custom agent wired into your accounting systems, deployed in your cloud, with the code, evals, and runbook handed to your team.

  • Custom to your systems
  • Runs in your cloud
  • You own the code and runbook
Handover state
handoff packageCode, runbook, evals, dashboard
owned by your team
Source repoRunbookEval suiteOwner training

Access your auth

Data your environment

Ops monitor or handoff

Model and stack agnostic
OpenAIClaudeGeminiMCPQuickBooksNetSuitePostgresSnowflake
FAQ

Questions buyers ask us.

Is AccountsGPT a product I buy?+
It is an example of what we build. Gaper builds a custom accounting agent wired into your systems and hands it over, rather than selling a fixed product you rent.
Does anything post without review?+
No. A human approves anything that posts to the ledger. The agent handles intake, extraction, and reconciliation, and routes exceptions to a person.
Where does our financial data go?+
It stays in your cloud. We deploy on your data and auth with SSO, RBAC, and audit logging, so financial data never leaves your boundary.
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Production AI agents, shipped with an owner

Ready to deploy your first agent?

Book a free 30-minute assessment. We'll map the highest-leverage workflow and scope the smallest thing worth shipping, live in as little as 24 hours.

Build, deploy, runYour cloudYou own the code