How is this priced, and how long does it take?

Project-based, with fixed scope and milestones agreed in writing after the assessment — not hourly staff-aug, not a per-seat fee. A single read-only path to one clean system is a few weeks; write-back across several systems with a real permissions and audit regime is a larger engagement. We give you a milestone-by-milestone scope before you commit, and we don't pad it.

Our stack is old and messy — legacy on-prem DB, an ERP with a bad API, no sandbox. Can you integrate into that?

That's the normal case, and it's exactly what this service is for. We work on-prem or cloud and around legacy APIs, and we don't ask you to replace anything. If a system has no sandbox or no reliable source of truth, the assessment says so and we scope the workaround explicitly rather than discover it mid-build.

We won't bulk-export your data to a third-party tool and call that integration. We won't ship write-back without validation, an audit trail and a way to roll back. And we won't connect AI to PII or regulated data without the permissions and residency constraints handled first.

How is this different from your Development, Automation and Strategy services?

Different lanes. Strategy decides whether to build at all; Development builds the AI product; Automation builds agents that take actions. Integration is the connective layer — getting AI to read and write your real systems and data, safely. Often it's one phase inside a larger build; we'll tell you which case you're in at the assessment.

01 / Services / Integration

Wire AI into the systems you already run.

The model works in a demo but can't see your data, write back to your CRM, or be trusted with your permissions model. Integration is the plumbing that makes it real — connected to your live systems, safely. No rip-and-replace.

Start a project

02/What you get

Everything you need.Wired into reality.

Not a demo against a stale export. AI connected to your live systems of record, with read/write you can trust, a permissions model that holds, and a runbook your team owns.

AI that reads your live systems of record

Current CRM, ERP, database and warehouse data — not a CSV export or a copy that's a week stale.

Write-back you can trust

When AI updates a record or triggers a workflow, it ships with validation, a dry-run mode, an audit trail and rollback — so a bad output can't silently corrupt your system of record.

A permissions model that holds at the AI layer

Record-level access carried through retrieval, so no user — and no model — ever sees data they shouldn't.

Pipelines that survive the real world

Rate limits, retries, idempotency, schema-change detection and error queues with replay. It doesn't quietly break on a Tuesday.

No rip-and-replace

It runs on the stack you already have — on-prem or cloud, alongside your existing tools. We integrate into reality, we don't re-platform it.

A system your team owns

An architecture doc, monitoring, alerting and a written runbook — so you can operate it without us when you're ready.

30–60min

Engineer-led technical assessment, not a sales call

A fewweeks

Single read-only path to one clean system

100%

Write-backs validated, logged and reversible

Senior

Not juniors. Senior engineers carry the permissions model through to the AI layer.

Real flow proven end-to-end before we widen scope

03/How we work

Map it. Connect one path.Then to production, fast.

Five steps from a read-only assessment to a staged cutover — your data proves the auth, latency and cost before we widen scope.

01 · ASSESS

Technical assessment

30–60 minutes with an engineer, then read-only access to the systems in scope. We map the data, the systems of record, the auth model, rate limits and the compliance constraints — and tell you what's actually integrable, what's blocked, and where the real risk is. If integration isn't your bottleneck, we say so here.

02 · PLAN

Integration plan and data contract

Written architecture: which systems connect, the direction of data flow, the retrieval design, the permissions model and the failure modes. Fixed milestones and a success metric, in writing, before any code.

03 · CONNECT

Connect one path end-to-end

We wire a single real flow through the whole stack — one system, one data path, into the AI layer and back — in staging. This proves the auth, permissions, latency and cost on your actual data before we widen scope.

04 · HARDEN

Harden and widen

Add the remaining systems and flows, add retries, idempotency and rate-limit handling, lock down permissions and audit logging, load-test against real volumes and dry-run the write-backs. Weekly demos on your data throughout.

05 · SHIP

Ship and handover

Production cutover, usually staged or dual-run, with monitoring and alerting live and the runbook written. We stay accountable through stabilization; ongoing operation can roll into Support & Scale or back to your team.

04/Who it's for