AI builds it.
We govern it.
From idea to impact, with real engineering accountability.
Trusted by teams at
Anyone can generate code now. Almost no one can be accountable for it.
Writing code is now a commodity. The hard part has moved: can you prove it's secure, correct, and ready for production, and will you stand behind it once it's live?
Coding tools hand you output and disappear. Staffing firms hand you hours and hope. Everyone hands you speed. Nobody hands you accountability.
InStep was built to close that gap.
HAVEN is how we do
it.
Speed is the commodity. Proof and ownership are the gap: the reason HAVEN exists.
Humans architect. AI executes. Systems endure.
Everyone says "AI-powered." Almost no one can show you the system behind it. HAVEN is ours: an AI engineering operating system where senior engineers own the architecture and the accountability, AI does the building, and nothing reaches production unverified.
Human intent
A senior engineer sets the intent and owns the architecture. Work starts with a named human, not a prompt.
Context authorization gate
Controls what the AI is allowed to ingest: no PHI, PII, secrets, or license-incompatible code.
AI execution
AI does the building. It plans, builds, and tests in parallel lanes, inside the context it was authorized for.
Governance gates
Review, security, and test-and-performance gates. Nothing bypasses verification.
InStep Explain
Every change ships with why it exists, its impact, a rollback plan, and the alternatives considered.
Owned in production
InStep owns the outcome. Every stage is gated, logged, and attributable to a named human.
Every stage is gated, logged, and attributable to a named human, from intent to production.
Why AI-generated code is safe inside InStep.
Two controls wrap the whole system, and they're the reason HAVEN holds up in regulated work like healthcare.
Context Authorization Gate
Controls what the AI is allowed to see before it sees anything: PHI/PII exclusion, secrets, license compatibility, customer-data boundaries. The first question a security team asks, answered by design.
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Input control
Context Authorization Gate
Controls what the AI is allowed to see before it sees anything: PHI/PII exclusion, secrets, license compatibility, customer-data boundaries. The first question a security team asks, answered by design.
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Human-owned
Intent
A senior engineer defines the outcome and the acceptance criteria the change must meet, before a single agent runs.
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Agentic execution
AI build
Agents plan and write the change against defined architecture standards, fast. For most "AI development" this is the whole story; for us it is only the starting point.
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Quality gates
Verify
Automated security validation, coverage and performance gates, then senior human review. Every gate must pass before the change can move forward.
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Owned in production
Ship
Only after every gate passes does the change reach production, with a full audit trail behind every decision. We own the outcome.
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Output control
InStep Explain
Every AI change ships with why it exists, its architectural and security impact, a rollback plan, and the alternatives considered. "Can we explain this to an auditor?" Always yes.
The AI governance layer governs the model as strictly as the code: prompt registry, audit logs, policy engine, model versioning, cost tracking, and named human accountability.
The result isn't "AI-assisted." It's governed: the difference between fast and reckless.
What we build, end to end, owned as one system.
Six capabilities. One governed pipeline. One team, not six vendors.
- Agents build
- Seniors gate
- InStep owns
Discovery & Architecture
AI Product Engineering
Data & Intelligence
Full-Stack Product
Cloud, DevOps & Infra
Modernization & Migration
Proof, not promises.
Thirteen years, rated in public, hired back.
Shipping, not slideware.
Kunal Singh Bhati, Silstone Group
Real products. In production. In healthcare and beyond.
- Healthcare
- AI product
- Featured
Paperplane
WhatsApp turned into a full digital clinic.
See Paperplane
- Booking platform
- Mobile & web SaaS
- In production
Bookit App
Booking platform for service businesses: calendar, daily revenue pulse and staff leaderboard in one app, with automated re-booking nudges to customers. Shipped to production on web and mobile.
See Bookit App
Built for domains where getting it wrong is expensive.
Healthcare & Healthtech
FlagshipPHI never reaches a model.
Fintech & Banking
Secrets stop at the gate.
Accounting & Compliance
Every change explains itself.
SaaS & Platforms
Test gates before every merge.
Marketplaces
Senior-signed, owned in production.
Emerging & Frontier Tech
Fast iteration, still gated.
The people who hired us keep hiring us.
The project they just completed defeated 3 other coders. We are already using them for our next project.
Anthony SilverCOO, Talent RecognitionWe have already given a 3× larger project to InStep.
Kunal
Singh BhatiProject Manager, Silstone GroupBest in all development stacks. Very sincere with their work.
Jaskaran SinghCo-Founder / CTO, Doctus Tech
They deliver on time and know their craft, including a clean Angular-to-React migration.
We would re-hire the InStep team for any full-stack project. Reliable and quick to learn.
Guido
ArataChief Innovation Officer, Progetto Automazione
Excellent professionals with full-stack expertise. They listen carefully and respond accordingly.
Helkyn
Coello CostaSoftware Manager, AccountTECHFour reasons technical leaders choose us.
Book a scoping call-
We own the outcome.
You buy a shipped result, not hours: a named senior engineer signs every change and answers for it in production.
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Governed AI, not reckless.
Agents build every day inside HAVEN; nothing merges until senior review, security validation and test gates pass.
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Senior by design.
70+ engineers who shipped for funded startups and inside Cisco; the engineers who scope your work are the ones who build it.
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Thirteen years in production.
Shipping software since before "AI-native" was a phrase; clients hand us their next project, often several times larger.
+ const gate = await context.authorize(request)
+ if (!gate.ok) return deny(gate.reason)
- return handler(request)
+ return audit(handler(request), gate)- Senior reviewwaitingsigned
- Security validationwaitingpassed
- Test & performancewaitingpassed
We don't bill by the hour. We deliver by the milestone.
You define the outcome. We scope it into milestones with clear deliverables and quality gates. You pay against working software, not time logged.
Scope & architecture
- Outcome becomes milestones
- Deliverables per milestone
- The standard each must meet
Governed sprints
- Working software at each step
- Agents build, seniors gate
- HAVEN review, security, tests
Production delivery
- Ships with its Explain record
- You pay against working software
- Never against time logged
Owned in production
- We stand behind what we ship
- We keep it running
- Monitoring, maintenance, iteration
The things technical buyers ask us first.
Twelve direct answers, in four groups.
Governance & AI safety
Through HAVEN. Every change passes architecture standards, senior human review, automated security validation, and test and performance gates before it can merge, graded against the original acceptance criteria with a full audit trail.
Yes, in delivery today. Agents run across planning, build, review and testing inside HAVEN, with humans on every gate. We will walk a technical leader through a real engagement: where humans decide, where agents work.
Nothing you share is used to train any model. The Context Authorization Gate controls what a model may see (no PHI, PII, secrets or license-incompatible code), and AI tooling runs in isolated, enterprise-controlled workflows aligned with SOC 2 and HIPAA requirements.
Yes. The Context Authorization Gate keeps regulated data out of the model, and InStep Explain gives every change an auditable rationale. Healthcare is our flagship vertical for this reason.
Ownership & handover
You do, from day one. We commit directly to your repositories, and every line, artifact and document is client-owned. There is nothing to hand over later because it was never ours.
Cleanly. Your team receives the documentation, the Explain record behind every change and the automated test suites, all in your repositories, with no proprietary tooling or vendor lock-in.
We stay accountable for what runs in production. Monitoring, maintenance and iteration are part of the engagement, because we own the outcome until you choose to take it over.
Team & delivery
Senior engineers and architects, with no junior bench behind them. The engineers who scope your work are the engineers who build it; there is no handoff to a different team.
Staff augmentation sells hours and leaves accountability with you. We sell outcomes: you do not manage our engineers, you do not pay for time regardless of results, and you do not carry the delivery risk.
Both. We work inside your existing architecture, repositories and pipelines, and we migrate incrementally so production keeps running. Modernization and re-platforming are core capabilities, not exceptions.
Commercials
Milestone-based, not hourly. We scope work into milestones with defined deliverables and quality gates, and you pay against shipped software.
Milestones are fixed commitments against verifiable acceptance criteria. If the criteria are not met, the milestone is not done and is not billed; if scope has to change, we re-scope it with you before work continues.
Start here. Tell us what you need to ship.
Bring the outcome. We bring the architecture, the milestones and the ownership.
