We embed with operating businesses that have repeat ops, support, data-prep, and review workflows — especially local and Pacific Northwest teams that need leverage before another senior hire makes sense. We find one workflow worth automating, ship it into your stack, and leave the runbooks behind.
If you have a team doing repetitive cognitive work — support tickets, sales prep, ops triage, content review, internal data wrangling — there may be a material line item to compress with the right AI workflow. We size that first, then build only where the math holds.
targeted per operator. This is a planning range for repetitive work, not a guarantee. The audit validates whether your workflow has enough volume, quality signal, and exception handling to justify the build.
when the workflow is a fit. The target applies to the specific support, ops, review, or data workflow we automate — not every team or company-wide output.
bigger competitors. The companies pulling away in 2026 aren't bigger or better-funded — they ship AI faster. We help you ship faster than you can hire to do it.
Most AI consultancies sell strategy and hand off implementation to someone else. We don't. The same people who'd be in your codebase wrote our research papers and built the live products you can see below.
Whatever you already run on — Salesforce, Notion, Postgres, Airtable, Slack, your homegrown app — we wire AI into that. No platform lock-in. No "rip-and-replace."
We ship working production systems, not slide decks. If a recommendation can't be turned into running code in a week, we don't recommend it.
Every engagement ends with documentation, runbooks, and training so your existing people run the system after we leave. No retainer trap.
Pick the shape that fits where you are. Not sure? Book the intro call and we'll tell you.
Three real systems we built and operate — same engagement model we'd use inside your business. Each shipped in 4–6 weeks. See full case studies →
AI/ML job board with a real REST API for agents. 8,700+ jobs, 527+ companies, monetized API tier. 6 weeks to first paid customer.
Agent-first search index + MCP server in the official registry. 4,200+ sites indexed, 439 MCP-positive sites detected. 4 weeks scraper to public UI.
46 papers, 6 auto-refresh from live API data weekly. Sitemap, RSS, newsletter all auto-wired. 2 weeks to first paper.
This page uses an inquiry form, not instant calendar booking. Send the context and we'll reply from hello@8bitconcepts.com with next available times, or tell you directly if the work is not a fit.
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