1,200+
Manual hours removed / month
Automation & APIs
Automate the work
your best people shouldn’t do.
We build automation platforms and APIs that remove busywork, keep data trustworthy, and let AI copilots drive real outcomes — without breaking ops.
99.9%
Automation uptime
28%
Avg. ops cost savings
Handoffs kill velocity
Sales → ops → finance → support breaks when context lives in 12 tools.
Data drift breaks AI
Models hallucinate when source data is stale, inconsistent, or undocumented.
Silent failures
One missed webhook can ruin metrics, invoicing, or customer experience.
Busywork tax
Ops teams burn cycles on copy/paste, reconciliations, and approvals.
Automation OS
A story-driven build path for ops,
not a pile of Zaps.
In the AI era, speed is cheap — reliability is rare. We build automation platforms that keep data clean, decisions grounded, and work visible.
Audit
01
Find the leverage
We quantify where the business is bleeding time and trust — handoffs, rework, stale data, and manual approvals — then model ROI before a single build.
- Time audit across teams and tools
- Exception mapping (what can’t be automated)
- ROI forecast + risk assessment
Integrate
02
Connect systems cleanly
We build secure integration paths (events, queues, APIs) so workflows don’t become brittle spaghetti. Permissions and audit logs are designed up front.
- Event-first architecture
- Least-privilege access
- Idempotency + retries
AI
03
Add AI where it’s safe
AI is valuable when it’s grounded. We add copilots and agents only after data is validated, with guardrails and human-in-the-loop approvals.
- Structured prompts + schemas
- Retrieval + grounding
- Approval modes for high-risk actions
Operate
04
Make it observable
Automations fail in silence — unless you can see every run. We ship run logs, alerts, dashboards, and playbooks your operators will actually use.
- Run logs + replay
- SLOs, alerts, and escalation
- Playbooks + ownership
Scale
05
Scale without chaos
Once the platform is stable, we expand the automation surface area: new workflows, new teams, and measurable savings every month.
- Workflow library + versioning
- Governance and change control
- Continuous ROI reporting
Live view
Ops baseline
What breaks, where it breaks, and what it costs.
Retries
Approvals
Alerts
Operator promise
If an automation touches money, customer data, or compliance — it ships with audit logs, alerts, and a human override.
What we build
Systems that turn chaos into predictable outcomes.
We combine orchestrators, custom APIs, and AI copilots — but the real product is reliability: clean inputs, visible runs, and measurable savings.
Revenue & lifecycle automation
Lead routing, deal hygiene, renewals, invoicing, and “next best action” nudges.
Fewer dropped dealsCleaner pipelineFaster cash collection
Support + success copilots
AI summaries, intent routing, SLA automation, and customer context injected into every ticket.
Faster resolutionLower burnoutHigher retention
Data reliability layer
Validation, retries, alerting, and audit trails so dashboards and AI stay trustworthy.
No mystery numbersClean sourcesPredictable reporting
Reliability
Automation you can actually trust.
Most automation breaks because nobody owns it, nobody can see it, and nobody knows what changed. We ship guardrails, observability, and change control by default.
Observability-first
Run logs, traces, dashboards, and alerts shipped as part of every workflow.
Guardrails + approvals
Human-in-the-loop modes for money movement, compliance, and customer data changes.
Versioned workflows
Change control, rollback, and ownership — so automation stays safe over time.
Clean APIs
Well-instrumented services that replace brittle point-to-point integrations.
Stack snapshot
Modern tools. Boring reliability.
We select the toolchain based on your constraints — and bake in governance so it holds up when you scale.
Orchestration
n8nMakeTemporalAirflow
APIs & services
Node.jsFastAPIGraphQLQueues
AI copilots
OpenAIClaudeRAGGuardrails
Observability
SentryGrafanaRun logsAlerting
A simple rule
If it touches money, compliance, or customer identity: approvals, logs, alerts, and rollback are non-negotiable.
Proof
Automation that pays for itself.
$420K
Annual savings
Automated onboarding ops and removed 18 manual steps across finance/legal.
6×
Faster SLA
AI summarization + routing across Zendesk/Slack and internal APIs.
0
Shadow integrations
Centralized platform with logging, alerts, and version control.
Questions
What ops and engineering teams ask.
What’s different in the AI era?
AI amplifies whatever system you already have. If your data is messy, AI gets louder — not smarter. We stabilize sources, add observability, then layer AI where it’s safe.
Can you integrate with legacy or on-prem systems?
Yes. We wrap legacy services, build secure connectors, and use queues/events so modern workflows can coexist with older stacks.
How do you prevent silent failures?
Every automation ships with run logs, retries, alerting, and ownership. If a flow fails, the right human knows — fast.
Next step
Ready to
automate the boring?
Tell us where the time sink is. We’ll map the workflow, design the stack, and show projected savings before we ship.