Intelligence Control Plane for coding agents

Frontier intelligence, only when the work requires it.

Keep using the coding agents you already use. Taksim governs engineering intelligence across local, private, and cloud resources, keeps the quality bar, verifies outcomes with engineering evidence, and uses stronger intelligence only when necessary.

Free for personal and independent side projects. Company or client work requires Team.
Claude CodeManaged + history
CodexManaged + history
DevinManaged + history
GitHub CopilotHistory visibility
TAKSIMControl plane
PolicyQualityBudgetPrivacyEvidence
LocalPrivateCloudNative planners
Engineering outcomeVerified with evidence

Taksim in action

One native workflow. A clearer engineering outcome.

native session

$ taksim claude

› Fix the failing payment tests and simplify the retry logic.

Observing task and policy envelope…

Build passed
Tests passed
SESSION RECEIPTVERIFIED
Policy scope
Allowed
Quality requirement
High
Selection authority
Taksim
Verification evidence
Build · Tests · Checks
Estimated cost avoided$3.82vs frontier-only47%

Illustrative example

See how evidence and selection authority work

Why Taksim

Model selection is only one decision. Engineering outcomes are what matter.

Taksim controls the organisational boundary around intelligence: what is allowed, what quality is required, where planning authority belongs, and what evidence proves the result.

  1. 01

    Observe

    Understand usage and workload without retaining raw engineering content in canonical telemetry.

  2. 02

    Govern

    Apply company, repository, quality, privacy, and budget constraints.

  3. 03

    Select or delegate

    Choose an eligible resource, or let an approved runtime plan internally.

  4. 04

    Verify

    Judge engineering success using evidence, not model claims.

  5. 05

    Escalate

    Use stronger intelligence or human review when the evidence requires it.

  6. 06

    Learn

    Improve future organisational decisions from verified outcomes.

Quality before cost

Keep the quality bar. Change what you pay to reach it.

Taksim optimises inside the quality constraint. It can select an eligible resource directly or delegate execution planning to a runtime that can do it better.

Required qualityHIGH
Private resourceEligible
Provider-native plannerEligible
Local resource CInsufficient

Cost is considered only after capability and policy eligibility.

Across your tools

One control plane. Keep the clients your developers already use.

Client independence does not mean identical integration depth. Taksim states exactly what it can observe and manage for each client.

Claude Code

Managed + history

Codex

Managed + history

Devin

Managed + history

GitHub Copilot

History visibility

View exact compatibility

Governed delegation

Use provider-native intelligence. Don’t surrender organisational control.

Provider-native planners can be excellent inside a request. Taksim governs the larger boundary: which runtimes are eligible, what they may spend, which policies apply, and whether the outcome is acceptable.

POLICYPRIVACYBUDGETQUALITY
Taksim governance envelope
Approved native plannerInternal plan remains provider-owned
↳ Evidence returns for verification

Privacy by architecture

Prompt-aware. Not prompt-owning.

Taksim derives useful intelligence metadata without making raw engineering content part of canonical telemetry.

Canonical telemetry may retain

  • Structural task and session metadata
  • Resource attribution when observable
  • Token and latency signals
  • Verification outcomes
  • Finite evidence classifications

Canonical telemetry does not retain

  • Raw prompts or model responses
  • Source code or diffs
  • Credentials
  • Raw tool payloads
  • Invented provider identity
Read the privacy model

Simple pricing

Personal projects start free. Organisational work starts with a conversation.

Solo

Free

For personal use and independent side projects.

  • Supported-client history
  • Managed supported sessions
  • Shadow recommendations
  • Evidence-dependent verification
  • Personal session and economics visibility
Get Taksim FreeNot for employer, client, or organisation work.
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Start with what you have

Use the intelligence you already have. Bring in more only when the work requires it.