Internal tools, dashboards, data pipelines and integration layers. We connect the CRM, the scheduling system, the accounting package and the twenty-year-old database — and turn the copy-paste job between them into something that runs itself.
Every operating business has a person who exports a report on Monday, reformats it, uploads it somewhere else, and fixes the four rows that never match. They are the API. They are also on vacation next week, and they are the only one who knows which rows to fix.
The screens your operations team needs and no vendor sells: dispatch boards, approval queues, quoting calculators, reconciliation views. Purpose-built for one workflow instead of configured around a product that almost fits.
One number, one definition, one place. We consolidate the sources, agree the definitions in writing, and build reporting that leadership trusts enough to act on without a side conversation about whose spreadsheet is right.
Scheduled and event-driven movement between systems, with validation, deduplication, retries and a record of what ran. Not a script on somebody's laptop that fails silently over a long weekend.
A layer that speaks to each system in its own language and presents one consistent interface to everything else. Add or replace a vendor without rewriting every connection you have.
Point-to-point connections multiply badly: six systems wired directly to each other means fifteen relationships to maintain, and every vendor change breaks several at once. We build a layer in the middle with a canonical model of the entities that matter to you — customer, job, invoice, asset — and adapters that translate each system into it. Failures are handled honestly: retries with backoff, dead-letter queues for what cannot be processed, idempotency so a replayed webhook does not create a second invoice, and alerts that reach a person instead of a log file.
We build these the same way we build customer-facing software, because internal users deserve interfaces that do not fight them and because a mistake in an internal tool costs just as much. Permissions are real, actions are logged, destructive operations are confirmed and reversible, and the screens are designed around how the work is actually sequenced rather than around the shape of the database.
Big-bang replacements fail for the same reason every time: the old system contains a decade of undocumented behavior that nobody can fully describe until it stops happening. We prefer to wrap the legacy system in an interface, move one workflow at a time, and shut the old path off only once the new one has carried real traffic. When a full migration is right, it is rehearsed repeatedly against a copy of production with record counts and financial totals reconciled after every pass, and a documented rollback ready before cutover day.
Automation inherits the quality of the data it reads. Before anything clever is built on top, we handle the unglamorous work: deduplication rules, normalized phone numbers and addresses, consistent identifiers across systems, validation at ingestion, and quarantine for records that fail rather than silent dropping. Every run leaves a trace, so when a number looks wrong you can find out exactly what produced it.
An agent is only as good as the systems it plugs into. Everything on this page is what turns a language model into something that can change the state of your business — safely, with permissions and a record of what it did.
Once the integration layer exists, exposing it to agents is a small, controlled step. Each capability becomes a defined tool with a narrow scope: look up an account, check availability, create a job, issue a credit up to a limit. Access is granted per agent through scoped credentials and MCP rather than by handing over an admin key, high-consequence actions require confirmation or a human approval step, and every call is logged with its inputs and its result. That is what makes automation defensible when finance or compliance asks who did what.
It also runs in the other direction. Events from your systems — a job completed, an invoice overdue, a contract nearing renewal — become triggers that start workflows without anyone watching a screen for them.
We follow one record end to end through every system and every person who touches it. The gaps, the re-keying and the silent failures surface fast, and you get them written down with a priced plan.
30-min call · roadmap deliveredThe highest-cost manual handoff goes first, runs in parallel with the old process until it proves itself, then takes over. Value lands in weeks rather than at the end of a long program.
Typically 2–8 weeks per flowAlerting on every sync path, a dashboard showing what ran and what failed, and someone paying attention when a vendor changes an API. Then the next flow, and eventually the agents on top.
Ongoing partnershipUsually. Before resorting to screen automation we look for a database we can read, a scheduled export, an SFTP drop, a reporting endpoint or an email the system already sends. One of those exists far more often than vendors admit. Where nothing does, we automate the interface carefully and monitor it closely, and we tell you plainly that it is the fragile option.
Work around it more often than people expect. A stable system that does its job badly but predictably is usually cheaper to wrap in an integration layer than to replace. Replacement earns its cost when the system blocks something you must do, when support has ended, or when its data model makes every new process expensive. We give you both numbers before you decide.
It overlaps, and we use those tools where they fit. They stop fitting when volume climbs, when a failure needs to be retried safely rather than silently dropped, when a transformation gets complicated, or when the per-task pricing quietly exceeds the cost of hosting the same flow yourself. We build the durable version, often on n8n in your own infrastructure.
By rehearsing it. We run the migration repeatedly against a copy of production, reconcile record counts and financial totals after every pass, and keep a written list of the exceptions we chose not to migrate and why. The real cutover is the rehearsal you have already done several times, with a rollback path prepared in advance.
You can, and we can. Everything runs in your accounts with documentation, monitoring and alerting included, so your team is able to operate it. Most clients keep us on a support plan because vendor APIs change without notice and someone has to notice first. Either way, nothing is hidden inside a system only we can reach.
Almost always, in some form. An agent needs a reliable way to read current data and write results back, with permissions and an audit trail. That is exactly what an integration layer provides. Skipping it produces agents that sound impressive in a demo and cannot change anything in your business.
Thirty minutes, no charge. We will trace one record through your stack, show you where the manual hours go, and send you a prioritized plan for connecting it.
Roadmap delivered · whether or not you build with us