A virtual CTO for the broking house that cannot justify a full-time one.

The daily shape is operational and unglamorous: a terminal that will not connect from the Thane branch, a backup that reported success and wrote nothing, a certificate expiring on a Sunday, a vendor who wants a screenshot before accepting that the fault is theirs. It is continuous, it is interruptible, and it does not need a CTO.

The other shape arrives four or five times a year and decides things you live with for the next three. Whether to move the back office to a hosted environment or keep it on the floor. Whether the new mobile front end is worth building or worth licensing. What actually happens if the primary link fails an hour before the close. Those are judgement calls with a long tail, and the person who fields the terminal complaints is rarely the person who should be making them.

Hiring one full-time senior person to cover both is expensive and, in practice, wasteful — you pay for the judgement and consume the availability. BrokerHive separates them: an assigned engineer carries the daily estate, and the architectural decisions are taken with people who make them across many estates rather than once.

The session is fixed and public. Everyone knows when you are exposed, load is not spread across it — it stacks at the open, at the close and on the days volatility spikes — and there is no version of an outage between those points that is merely inconvenient. A retailer losing an hour loses an hour of orders. A broker losing an hour during the session loses client positions they did not intend to hold, and gets a written complaint about it.

So the practical consequences are all about sequencing. Nothing changes on a live system inside market hours, which sounds obvious and is broken constantly by well-meaning vendors pushing updates. Anything that must change is staged, reversible, and rehearsed on the reverse path — the rollback is the part that gets tested, because it is the part you use under pressure. Capacity is planned against the peak minute rather than the daily average, since an average that looks comfortable hides the only period that matters. Monitoring is set to alert before the open, not at the moment of failure, because knowing at 09:05 that a link is degraded is worth an order of magnitude more than knowing at 09:20.

None of this is exotic engineering. It is ordinary discipline with the schedule of a broking day imposed on it, and it is the first thing a review looks at.

A proposal that begins by rebuilding any of those is not a serious proposal. They are certified, integrated with market infrastructure, and replacing one is a project that consumes a year and every unit of internal goodwill you have. The realistic scope is the space between them, and it is larger than it looks.

That space is where the recurring failures live: reconciliations that run overnight and are discovered broken in the morning, files handed between systems by a scheduled job nobody owns, a reporting extract that quietly changed shape when the vendor upgraded, credentials shared because the integration never supported anything better. Each is boring in isolation, and together they are most of what goes wrong.

It is also where accountability gets lost. When a broker runs four vendors, a fault at a boundary belongs to nobody, and the operations head becomes an unpaid integration manager forwarding screenshots. Part of what the assigned engineer does is hold that boundary — reproduce the fault, characterise it, and take it to the right vendor with evidence rather than a complaint. Where the seam turns out to be structural, building the missing piece is usually cheaper than another year of manual reconciliation.

The standing brief is the infrastructure and the network the business depends on to trade, the security posture around it, and the backups — verified by restoring them, since a backup that has never been restored is an assumption rather than a control. Updates and patches are handled on a schedule that respects the session. Faults are triaged and either fixed or escalated with evidence attached.

Alongside that, the engineer keeps the record your compliance officer and your auditors will eventually ask for: what is running, who has access to it, what changed and when, and what was done about the last incident. That record is a by-product of running the estate properly. Assembled retrospectively the week before a review, it costs several times as much and convinces nobody.

What tends to surface is a mix of the same few things. Hardware old enough that the failure mode is the whole machine. A dependency on one person's laptop that nobody had written down. A hosted-versus-on-premises decision made years ago for reasons that no longer hold. Network paths with a single point of failure sitting between the dealing room and the exchange link. Remote access arrangements that were expanded quickly during a disruption and never narrowed again.

Recommendations are ordered by what a failure would cost during a session, and each carries the honest option of doing nothing. Some of these are cheap and immediate, and a few of them are not worth doing at all — a page that only ever recommends spending is a sales document, not a review. Where a build is warranted, it runs as a fixed-scope phase with defined exit criteria rather than an open commitment.

Start with the exclusion, because it is the more important half. No model sits in the order path, the execution path, the risk checks or the margin calculation. Those are deterministic by requirement: the answer must be identical every time, reconstructable to the paisa, and wrong in ways a person can trace. A system that is right almost always is a bad fit for an action that cannot be withdrawn, and any vendor offering to put one there is selling a demonstration rather than a system.

What is left is substantial. Client onboarding is a document problem — identity and address proofs, income evidence, signed forms — where structured extraction returns fields with page-level provenance and a confidence score, low-confidence ones going to a human queue instead of straight through. The support queue is a language problem: calls and messages arriving in more than one language, most of them a small set of repeated questions about payouts, statements, margin and account status, which is what a voice agent is genuinely good at, provided it escalates rather than guesses.

Internally, the higher-value application is an answer desk for your own staff — dealers, operations and compliance — over your circulars, internal policies and process notes, built so every answer cites the paragraph it came from and refuses when it is unsure. And because notices arrive continuously, a monitoring agent that reads them and flags which of your internal processes each one touches is a real agent problem: it holds state, runs on a schedule, and hands a person something to decide.

All of it depends on the extraction and reconciliation layer underneath being trustworthy, which is why data engineering is usually where the work actually starts. The regulatory reasoning behind the citation and refusal requirements is set out with its sources on our BFSI page.

If you already employ a technology head with a team, BrokerHive duplicates them. What may still be useful is a specific build or an independent review, and either is available on its own terms.

If what you want is the lowest possible price per ticket, this is the wrong shape and an annual maintenance contract is the right one. The premise here is continuity — the same engineer, retained long enough to reduce the tickets rather than to answer them faster — and that premise only pays back if you intend to keep it.

What is BrokerHive, in one sentence?

A continuous engineering engagement for a broking house that has the technology problems of a large firm and not the headcount of one: an assigned engineer who runs the day-to-day estate, a periodic review of the infrastructure, and a development team available when something has to be built rather than bought.

How is this different from hiring an IT vendor or an AMC?

An annual maintenance contract is priced against tickets closed, so nobody in it is paid to reduce the number of tickets. BrokerHive is scoped the other way round: the same engineer stays with your estate long enough to know why a thing was built the way it was, and the review exists to remove recurring failures rather than to keep answering them.

Do you take responsibility for our regulatory compliance?

No, and be sceptical of a technology vendor that says otherwise. Your compliance officer defines what has to be true. Our job is to build and run the systems that make it true and evidenceable — retention that actually retains, access records that reconstruct who saw what, backups that have been restored and not merely scheduled. We are engineers, not a compliance consultancy.

Will you put AI in our order or execution path?

No. A model that is right most of the time is the wrong component for an action that is irreversible in milliseconds and reconciled to the paisa. AI belongs in the surrounding work — onboarding documents, the support queue, the internal answer desk — where a wrong answer is caught by a person before it costs anything.

We already have a trading platform from a vendor. Is that a problem?

It is the normal case, and most of the work assumes it. The trading terminal, the back office and the surveillance tools are usually licensed, not owned, and cannot be modified. What can be improved is everything around them: the integrations, the monitoring, the data extracted for reporting, and the interfaces your own staff and clients touch.

How does an engagement start?

A free scoping call, then a review of the estate as it stands before anything is proposed. Some of these end with us saying the sensible next step costs very little and does not involve us. The engagement is sized after the review rather than quoted from a rate card, and there is no subcontracting — the people who scope it are the people who run it.