EMNLP 2026

Our research on belief-revising memory for AI agents is published in Findings of EMNLP 2026.

Our research on belief-revising memory for AI agents is published in Findings of EMNLP 2026.

Read →

Read →

One control plane for every AI tool and agent in your company.

See every AI tool your teams use. Set policies that blocks, warns or asks for approval before an agent acts, across every vendor. Prove it with a full audit trail.

Trusted by teams at

  • OpenLake
  • Kumojin
  • Pomo
  • Ace Branding
  • Draft Management
  • ReasonBlocks
  • Telexpress
  • Numix
  • Macro

AI Enablement & Transformation

For enablement leaders

Turn uneven AI use into team‑wide fluency.

XTrace shows every AI tool your teams use and where people get stuck, and coaches them inside the AI tools they already use. What your best teams do becomes the standard, and you see progress by team.

XTrace

· Adoption & coaching

Stalled AI sessions, all teams

11%

11%

from 24% in January

3 team standards rolled out

  1. 1

    Plan before generating code

    Mar

  2. 2

    Shared project context

    May

  3. 3

    Tests on agent output

    Jul

Aggregated by team · 23 teams · FY26

Teams with steady AI use

17

of 23

Teams with steady AI use

17

of 23

Adoption & coaching: stalled AI sessions fall as each team standard rolls out. Aggregated by team.

  • See every AI tool, and where work stalls

    Every AI tool your teams use, in one inventory. Where work loops, retries or gets abandoned, grouped by team.

  • Coaching inside their AI tools

    The XTrace plugin offers a short tip when work starts to drift, drawn from what worked for their own team.

  • Best practice becomes the standard

    What your smoothest teams do rolls out automatically through the plugin, and progress shows up by team.

  • See every AI tool, and where work stalls

    Every AI tool your teams use, in one inventory. Where work loops, retries or gets abandoned, grouped by team.

  • Coaching inside their AI tools

    The XTrace plugin offers a short tip when work starts to drift, drawn from what worked for their own team.

  • Best practice becomes the standard

    What your smoothest teams do rolls out automatically through the plugin, and progress shows up by team.

Each session starts from what the team knows, and adds what it learns.

Engineering Intelligence

For engineering leaders

Shared context and rules for every coding agent.

XTrace gives every engineer’s coding agent the context your team has already built, and turns what one session learns into rules every agent follows. Team rules run on the same control plane as your security policies.

Each session starts from what the team knows, and adds what it learns.

  • Shared context for every agent

    Brains hold the lessons, decisions and proven fixes your people and agents have built up, each kept with its source.

  • Repeat corrections become rules

    Rules come from your own bugs and review comments. The XTrace plugin enforces them in every engineer’s sessions, automatically.

  • See where agent work stalls

    Sessions show where agents stall, loop or need a person to step in, by repo and team.

Agent Governance

For security & platform teams

Enforce policies before an agent acts.

One policy covers every AI tool and agent your teams use, from every vendor, from coding agents such as Claude Code and Codex to chat assistants and the agents you build. XTrace checks each action against it before it runs and keeps a full audit trail.

  • See every AI tool in use

    An inventory of the AI tools, agents and MCP servers your teams use, including ones IT hasn’t approved.

  • Block, warn or ask for approval

    Each rule sets the outcome in advance. Lower-stakes actions go ahead with a warning, risky ones wait for the approver you name and only a person can lift a final block.

  • A full audit trail

    Every decision is signed and logged, streamed to your SIEM and ready as evidence, control by control.

Each action is checked against your policy before it runs, and the policy sets the outcome: block, warn or ask for approval.

  • See every AI tool in use

    An inventory of the AI tools, agents and MCP servers your teams use, including ones IT hasn’t approved.

  • Block, warn or ask for approval

    Each rule sets the outcome in advance. Lower-stakes actions go ahead with a warning, risky ones wait for the approver you name and only a person can lift a final block.

  • A full audit trail

    Every decision is signed and logged, streamed to your SIEM and ready as evidence, control by control.

Spend & ROI / Portfolio

AI spend, year to date

$1.24M

+27% Q3 vs. Q2

Budget vs. actual, FY26

99%of plan to date

Monthly spend and forecast

  • Base$1.84M+2% vs. budget
  • With optimizations$1.73M−4% vs. budget

Spend against budget, and a full-year forecast with and without XTrace’s suggested optimizations.

  • Savings inside each session

    The XTrace plugin suggests the right model, trims unneeded context and warns before a team goes over budget.

  • Cost per outcome

    What each ticket closed, claim processed or release shipped costs in AI, tied to the workflow KPIs you choose.

  • Budgets and forecasts

    Spend against plan by team and workflow, with variances flagged before month end and a forecast you can plan around.

FinOps for AI

For CFO, CIO & FinOps teams

See what every AI dollar returns.

We connect all your AI providers, tools and billing sources and tie the spend to the KPIs you already report. The XTrace plugin then cuts waste inside each session.

  • Savings inside each session

    The XTrace plugin suggests the right model, trims unneeded context and warns before a team goes over budget.

  • Cost per outcome

    What each ticket closed, claim processed or release shipped costs in AI, tied to the workflow KPIs you choose.

  • Budgets and forecasts

    Spend against plan by team and workflow, with variances flagged before month end and a forecast you can plan around.

Why it keeps paying off

A one-time audit fixes today. XTrace fixes what comes next.

New mistakes, policy gaps and waste keep appearing as models, vendors and teams change. XTrace keeps auditing live AI work, turns what it finds into rules on its own and enforces them before the next action runs, in every AI tool and agent.

One control plane for

  • Adoption

  • Engineering

  • Security

  • Spend

Sessions by team · 14 days

  1. A new risk shows upA risky pattern appears in one team’s live sessions and starts to spread to others.
  2. XTrace writes and tests the ruleIt replays the rule on past sessions first. Review is optional, and security teams can require it.
  3. Every AI tool and agent gets it right awayXTrace checks each matching action before it runs and logs every stop. Then it looks for the next risk.

Spot, test, enforce, repeat. A risky pattern found in one team’s sessions becomes a rule in every AI tool and agent, and XTrace moves on to the next one.

Workshops & expert help

Add-on

Move faster with expert help.

Our team runs hands-on workshops and expert support alongside XTrace, for whichever part of your AI program you want to speed up.

  • Executive briefing

    What leading enterprises are doing with AI, mapped to your KPIs.

  • Team workshops

    Hands-on sessions built around your teams’ real workflows.

  • Expert help

    Specialists on call for setup, a new standard or a specific rollout.

Security & data handling

Built to pass your security review.

Ask us about security

  • Your data stays yours

    What we store, where, and for how long is set out in our terms of service. Deployment is flexible, to fit your requirements.

  • Protected in transit and at rest

    Data is encrypted with TLS in transit and encrypted at rest.

  • Access you control

    Policies are set centrally, per team, and people sign in with single sign-on.

  • Privacy-first by default

    Insight and coaching are team-level by default, and XTrace is configurable to your policies.

Certified & partnered

SOC 2 Type I
SOC 2 Type II
NVIDIA Inception Program
AWS Partner Network
The Linux Foundation

Certified & partnered

SOC 2 Type I
SOC 2 Type II
NVIDIA Inception Program
AWS Partner Network
The Linux Foundation

Certified & partnered

SOC 2 Type I
SOC 2 Type II
NVIDIA Inception Program
AWS Partner Network
The Linux Foundation

Start with your AI footprint.

We’ll show you how XTrace finds every AI tool and agent your teams use, enforces one of your policies before an agent acts and keeps a full audit trail. Then we’ll set it up around the numbers you report on.