AI for tax accounting and K-1 production

Tax workpapers that ship on your terms

CPA firms and in-house tax teams. From extraction to review: automated K-1 ingestion, capital account calculations, and allocations across every fund, vehicle, and entity, so your team reviews and signs off. instead of chasing documents, traceable to source. Every output is traceable to its source. Your team reviews and signs off before anything ships.

5 days
From scoped pilot to first reviewable K-1 package
85%
Of workpaper lines generated without human re-keying
Big-4 ready
Audit binder format, with full provenance
40+ funds
Onboarded in a single tax season
Elizabeth Sterling, Senior Tax Manager
Workforce persona
Elizabeth Sterling
Senior Tax Manager

The Aktus tax workforce runs alongside professionals like Elizabeth. It produces the K-1s, partnership returns, and capital account schedules. Elizabeth keeps the technical judgment, the client relationships, and the signature on every return.

42,893Aktus agents spun up to date
/ 01
Who we serve

Built for alts tax teams.

Aktus deploys inside the firms and teams whose K-1 packages, state allocations, and partner-level computations are the operational fabric of alternative-asset tax.

GP Tax Teams

In-house tax

Sponsors with a 4–12 person tax group running the workpaper before it goes to the prep firm.

  • Partner-level allocations
  • Multi-state composite
  • Foreign LP withholding
CPA Firms

Outsourced prep

Top-100 firms with dedicated alts practices and specialist boutiques where the K-1 crunch caps how much the season can earn.

  • High-volume K-1 production
  • Cross-fund consolidation
  • Audit-ready workpapers
Fund Admin

Admin-led tax

Admins offering tax as a bundled service, increasingly competing with traditional prep.

  • NAV-to-tax tie-out
  • Trial-balance reconciliation
  • Federal & state package
/ 02
What Aktus automates

From source documents to workpapers.

An AI worker reads the same primary sources a senior tax associate reads, and produces the workpaper they would produce, with every line citing the document it came from.

Inputs our AI worker ingests
  • Limited Partnership Agreements and side letters
  • GAAP trial balance and adjusting entries
  • Capital activity by partner, by period
  • Portfolio company K-1s and 1099s received
  • Prior-year workpapers, returns, and elections
  • State apportionment data and nexus history
Outputs our AI worker produces
  • Federal Schedule K-1s, partner by partner
  • State K-1s with composite and PTET computations
  • Book-to-tax reconciliations with line citations
  • Section 704(b) and tax capital allocations
  • Foreign withholding and treaty determinations
  • Full audit binder with immutable provenance
What stays with your team: elections, judgment, and the partner relationship. Our AI worker removes 70% of document re-keying and tie-out.
/ 03
See what ships

A real artifact, with every figure traced to source.

A stylized sample of a K-1 workpaper, line by line. Every figure carries the document, page, and clause it came from. A named partner signs before it ships.

K-1 workpaper · Tax year 2025
Fund IV, LP investor 027, partner allocation
Prepared by Aktus AI
APPROVED
Box / Line
Computed
Prior year
Delta
Source
Box 1, ordinary business income
$184,210
$167,900
+$16,310
GL Q4 · line 8
Box 2, net rental real estate
$42,860
$38,400
+$4,460
GL · rental
Box 5, interest income
$11,420
$9,910
+$1,510
GL · interest income
Box 10, §1231 gain
$28,170
$0
+$28,170
Disposition memo p.3
Box 16, foreign tax credit
$3,640
$4,120
($480)
Foreign tax statements

Every figure traces to its source. A named person signs off. before it ships.

/ 04
Why this needs Aktus

Frontier models can’t produce defensible tax work alone.

You already use Claude, ChatGPT or Gemini. Aktus makes them production-ready for alternative assets.

The frontier model problemTax preparation is the highest-stakes long-context reasoning problem in alts. A misread in the LPA waterfall, a missed election, a single allocation rounded wrong, all of these survive into the partner’s return. Frontier models read; they don’t take positions.
THE PROVENANCE GAP

Defensible provenance

A frontier model will produce a confident number with no provenance. Aktus anchors every output to a source document and refuses to produce a figure it can't trace.

Audit binder is generated, not assembled.
THE CONTEXT GAP

Cross-document consistency

A K-1 package crosses the LPA, side letters, GL, prior return, and PCo passthroughs. Context windows blur the distinctions between them.

Aktus uses typed retrieval, not prompt stuffing.
THE ACTION GAP

Election & policy reasoning

Section 754, PTET opt-ins, foreign elections, these are firm policy choices, not facts. A general model has no view.

Aktus encodes your firm’s positions as policy.
An AI tax worker is not a model. It is a model wrapped in a partner-signed policy, governed by an evaluation harness, and run inside your perimeter.
/ 05
Context orchestration

How our AI workers stay accurate.

Aktus runs every worker against a continuously evaluated context graph, your LPAs, your prior returns, your firm’s policy book, so the worker’s answers track your firm’s tax practice, not the public internet.

01

Document graph

Every primary source, LPA, GL, prior return, is parsed into a typed graph with version history.

02

Policy layer

Your firm’s positions on elections, allocations, and nexus are first-class objects the worker queries.

03

Eval harness

A regression suite of prior-year returns runs on every model and prompt change. Deployment is gated on green.

04

Deterministic compute

Every calculation runs through an audited code layer at 100% precision. The model reasons; the math is computed, not predicted.

05

Partner review

Position-level outputs route to a named partner. Their edits update the policy layer for next year.

/ 06
Economics

Tax season becomes a capacity problem you control.

Tax season is the highest-cost, lowest-margin period of the year. Aktus flattens it.

Tax season today
  • ×Headcount scales linearly with K-1 volume
  • ×Senior partners consumed by line-level review
  • ×March–April is a 70-hour-week staffing problem
  • ×New fund structures require new playbooks
  • ×Margin pressure on every fixed-fee engagement
With Aktus inside
  • Headcount scales with partner relationships
  • Partner review is exception-driven, not line-by-line
  • Season cadence flattens across the season
  • New structures are a configuration, not a re-train
  • Per-K-1 unit cost falls every season
65%
Reduction in workpaper hours on funds in production
More partners served per senior reviewer
< 60 days
Payback on a typical pre-season pilot
/ 07
Sovereign deployment

Your perimeter. Your data. Your engagement letter.

Aktus runs inside your environment, against your documents, under your audit trail. Nothing leaves the boundary your engagement letter defines.

Sovereign by default

Deployed in your VPC or on-prem. Aktus operators see logs and metrics, never your primary documents.

  • SOC 2 Type II
  • AWS, Azure, GCP, on-prem
  • Customer-managed keys

Big-4 audit ready

Workpaper outputs carry immutable provenance. Audit binder is generated alongside the return, not assembled after.

  • Immutable provenance log
  • Partner sign-off captured
  • Exportable for IRS exam

Model-agnostic

Run on frontier APIs, your private inference, or hybrid. Switch underlying models without redeploying the worker.

  • Anthropic, OpenAI, on-prem
  • Per-task model routing
  • Versioned, evaluated upgrades
Compatible with your alts stack
CCH Axcess
GoSystem
Allvue
SS&C Geneva
Juniper Square
Sage
/ 08
ALWAYS A HUMAN IN THE LOOP

What stays with your team.

Aktus takes the volume work. It does not take the work only your people can do.

01
Tax judgment and elections.

Section 754 step-ups, PTET opt-ins, treaty positions, allocation methodology, and every other firm-level tax stance remain the call of your partners. Aktus models the consequences, surfaces precedent from prior returns, and drafts the supporting workpaper, but the position that goes on the return is signed by the partner whose name is on the engagement letter.

02
Partner and client relationships.

GP conversations, audit committee meetings, IRS examinations, and the year-end planning calls with your largest sponsors stay with your people. Aktus assembles the briefing pack, ties out the numbers, and pulls every prior-year position, so your partners walk in fully prepared. The relationship that wins the renewal is yours to keep, not ours to touch.

03
Final sign-off.

No K-1, no return, no extension request, no state filing leaves your firm without a named partner's review and signature. Aktus produces the workpaper, cites every source document, and flags every variance against prior year, but the partner remains the one who reviews and signs off. the 1065 and stands behind it in front of an examiner.

/ 09
Frequently asked

What buyers ask before they pilot.

Our team must review every output.
That is the model. Aktus is invisible, and every output routes to a named person for sign-off. Our AI worker accelerates production. Your team keeps the judgment and the signature.
We already use CCH Axcess or GoSystem.
Keep it. Aktus is the AI ops layer above your tax stack that reads K-1s, capital account statements, and operating agreements, and writes the workpaper your preparer reviews.
Can AI be trusted with these numbers?
Financial math runs through a deterministic rule engine, not model output. Every figure cites its source. A named human approves before anything ships.
How fast can we see value?
A focused pilot on one workflow goes live in three to six weeks. We instrument a single recurring artifact, prove the unit economics, and only then expand scope.
AI cannot sign a return.
Correct. A partner signs. Aktus makes the review faster and the workpaper more defensible, with every figure traceable back to the source document.

Make this tax season the last hard one.

Your tax and accounting expertise. Our AI execution engine. The future of alternatives practice.

Not ready yet? See a sample output.