What we do

Complex Software Problems.
Practical Solutions.

Complex integrations, legacy modernization, critical infrastructure — we've been doing this for 20 years. No juniors on lead. No surprises after the kickoff.

Start an Engagement See capabilities
“

We don't offer everything. We focus on four areas shaped by years of real project delivery — and we'll tell you upfront if your problem doesn't fit.

— Above Bits engagement principle
Core capabilities

Core Engineering Capabilities.

01Enterprise Software Development

Built to Last a Decade, Not a Sprint.

Custom systems designed for long-term operation, not just launch.

We design and build multi-tenant platforms, internal tools, and business-critical applications from the ground up. Our architecture decisions are made for longevity. We work with React, Angular, Laravel, and cloud-native stacks — and we've shipped systems still running 10+ years later.

  • Custom web application development
  • Multi-tenant SaaS architecture
  • Legacy system modernization
  • Long-term support & evolution contracts
  • Technical due diligence for acquired software
Right for you if

You need something built once and maintained for years — not rebuilt every 18 months.

02System Integration & Architecture

When Your Systems Don't Talk to Each Other.

We connect them — and make failures easier to detect, trace, and resolve.

Most enterprise problems aren't about building new software — they're about connecting what already exists. We specialize in API design, data flow architecture, and integration between ERPs, CRMs, government databases, and third-party platforms.

  • API design & integration layer architecture
  • ERP / CRM / legacy system connectors
  • Data pipeline design and implementation
  • Government database integrations (311, GIS, permits)
  • Integration audits for existing systems
Right for you if

You have 5+ systems that partially work together and nobody fully understands how.

03DevOps & Platform Engineering

Infrastructure That Doesn't Wake You Up at 3am.

Production-ready platforms for systems where downtime matters.

We build and maintain the platform layer everything else runs on. CI/CD pipelines, containerized deployments, cloud infrastructure, monitoring and alerting — designed for compliance-sensitive environments where "production-ready" means something real.

  • CI/CD pipeline design and implementation
  • Docker / Kubernetes orchestration
  • AWS / GCP / Azure infrastructure setup
  • Monitoring, alerting, and incident response setup
  • Security hardening & NIST / SOC 2 compliance architecture
Right for you if

Your deploys are still a manual process, or your infrastructure was built by whoever was available at the time.

04AI & Machine Learning

AI That Fits Into Your Workflow.

Practical automation where it adds measurable value.

We build AI-powered features and systems that solve real operational problems. Document processing, classification, decision-support tools, LLM integrations for internal workflows. We'll tell you when a simpler rule-based system is a better fit.

  • LLM integration into existing platforms
  • Document intelligence and automated processing
  • Classification and anomaly detection systems
  • AI-assisted workflows for government and enterprise
  • Civic Kernel AI layer for municipal platforms
Right for you if

You want to integrate AI into a real system with real users — not run a proof-of-concept that never ships.

Compliance

We are familiar with compliance-oriented environments including accessibility, documentation, security practices, and structured procurement processes.

NIST 800-53 Section 508 Audit-Friendly Security by Design Structured Procurement Documentation First
How we engage

We Scope the Work
Before We Commit to It.

Most engagements start with a paid discovery phase before any development work begins. We learn your system, your constraints, and your real problem before we write a line of code. Then we propose a clear scope, timeline, and structured budget. No open-ended "we'll figure it out as we go."

01
1–4 weeks

Discovery & Scoping

We map your architecture, identify risks, and deliver a written technical proposal. This phase is billable and standalone — you own the output regardless of what comes next.

02
Fixed scope or structured sprints

Build & Deliver

Clear milestones. A named lead engineer, not a rotating team. Weekly written updates — no status-meeting theater.

03
Ongoing

Long-term Support

For systems we build, structured support contracts. Not a helpdesk — a standing team that knows your stack and evolves it with you.

Let's talk

Not Sure If Your
Problem Fits?

Tell us what you're dealing with. We'll give you an honest answer — even if that answer is that we're not the right fit. We'd rather say that upfront than six months in.

Start an Engagement