Markets & Trading Systems

Trade Analytics & Reporting.

Slippage and attribution reports your PM actually reads.

Trade Analytics & Reporting has to account for fees, latency, partial fills, and bad data before it reaches live capital. We make those assumptions visible and give operators a controlled path from research to production.

Best fit

Portfolio managers

PMs who need slippage and attribution, not vanity Sharpe ratios.

Also useful for

-Quant researchers comparing live vs backtest.
-Ops teams reporting to investors weekly.

Problems we solve

-Research and live behavior disagree
-Fees, slippage, or partial fills are missing from tests
-Orders are not idempotent across retries
-Risk controls depend on one operator
-Failures cannot be reconstructed from logs

What we deliver

-Working trade analytics & reporting with explicit assumptions
-Validation criteria for paper or shadow operation
-Risk limits and an operator-controlled stop path
-Monitoring for orders, positions, and failures
-Runbook for normal and degraded operation

How we work

1.Review the current path, constraints, and available evidence
2.Write the smallest useful scope and its acceptance checks
3.Ship reviewable increments in the existing repository
4.Validate the working path and document how to operate it

For teams in the UAE and Gulf

Trade Analytics & Reporting is available to companies in Dubai, Abu Dhabi, and the wider UAE. We work in GST (UTC+4), on +971 58 516 5671, and we ship in your repo. Post-trade reports for allocators who sit in DIFC. The file they asked for last quarter, on a schedule. We write this into scope: no unattended weekend bots. Travel to Dubai when a room is the faster path. We will not pretend a local brass-plate office is the product.

UAE & Gulf landing UAE hub Gulf country hubs

Questions before starting

Can you continue an existing Trade Analytics & Reporting project?

Yes. We review the current state first and keep working parts in place. Rewrites need a concrete technical reason.

What do you need before starting?

One person who can make scope decisions, access to the relevant repository or files, and examples of the current problem.

How is scope agreed?

The proposal names the working path, acceptance checks, exclusions, and dependencies. Timing follows from that scope rather than a standard package.

What remains with our team?

Code and design files stay in your systems. We also leave the tests, operating notes, and decisions needed to continue the work.

Do you take UAE clients for Trade Analytics & Reporting?

Yes. Book a call on the +971 line. We scope in English, demo weekly in GST, and leave the work in your repo. Post-trade reports for allocators who sit in DIFC. The file they asked for last quarter, on a schedule.